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<title>04 June, 2023</title>
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<title>Covid-19 Sentry</title><meta content="width=device-width, initial-scale=1.0" name="viewport"/><link href="styles/simple.css" rel="stylesheet"/><link href="../styles/simple.css" rel="stylesheet"/><link href="https://unpkg.com/aos@2.3.1/dist/aos.css" rel="stylesheet"/><script src="https://unpkg.com/aos@2.3.1/dist/aos.js"></script></head>
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<h1 data-aos="fade-down" id="covid-19-sentry">Covid-19 Sentry</h1>
<h1 data-aos="fade-right" data-aos-anchor-placement="top-bottom" id="contents">Contents</h1>
<ul>
<li><a href="#from-preprints">From Preprints</a></li>
<li><a href="#from-clinical-trials">From Clinical Trials</a></li>
<li><a href="#from-pubmed">From PubMed</a></li>
<li><a href="#from-patent-search">From Patent Search</a></li>
</ul>
<h1 data-aos="fade-right" id="from-preprints">From Preprints</h1>
<ul>
<li><strong>Leveraging COVID-era Practices to Robustly Integrate Inclusivity, Access, and Equity Into Summer Research Experiences for Undergraduates (REUs)</strong> -
<div>
During the COVID-19 pandemic, the Stanford Summer Research Program - Amgen Scholars Program (SSRP) adapted to a remote program experience, gaining insights into maintaining inclusivity, access, and equity for its student participants. This paper outlines the transformative changes implemented by SSRP program staff and offers recommendations to promote equity while returning to in-person summer research programs, incorporating lessons learned in the COVID-19 era to center minoritized students.
</div>
<div class="article-link article-html-link">
🖺 Full Text HTML: <a href="https://edarxiv.org/j3kym/" target="_blank">Leveraging COVID-era Practices to Robustly Integrate Inclusivity, Access, and Equity Into Summer Research Experiences for Undergraduates (REUs)</a>
</div></li>
<li><strong>Effectiveness of mRNA-1273 bivalent (Original and Omicron BA.4/BA.5) COVID-19 vaccine in preventing hospitalizations for COVID-19, medically attended SARS-CoV-2 infections, and hospital death in the United States</strong> -
<div>
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The bivalent (original and Omicron BA.4/BA.5) mRNA-1273 COVID-19 vaccine was authorized to offer broader protection against COVID-19. We conducted a matched cohort study to evaluate the effectiveness of the bivalent vaccine in preventing hospitalization for COVID-19 (primary outcome) and medically attended SARS-CoV-2 infection and hospital death (secondary outcomes). Compared to individuals who did not receive bivalent mRNA vaccination but received ≥2 doses of any monovalent mRNA vaccine, the relative vaccine effectiveness (rVE) against hospitalization for COVID-19 was 70.3% (95% confidence interval, 64.0%-75.4%). rVE was consistent across subgroups and not modified by time since last monovalent dose or number of monovalent doses received. Protection was durable ≥3 months after the bivalent booster. rVE against SARS-CoV-2 infection requiring emergency department/urgent care and against COVID-19 hospital death was 55.0% (50.8%-58.8%) and 82.7% (63.7%-91.7%), respectively. The mRNA-1273 bivalent booster provides additional protection against hospitalization for COVID-19, medically attended SARS-CoV-2 infection, and COVID-19 hospital death.
</p>
</div>
<div class="article-link article-html-link">
🖺 Full Text HTML: <a href="https://www.medrxiv.org/content/10.1101/2023.05.25.23290456v1" target="_blank">Effectiveness of mRNA-1273 bivalent (Original and Omicron BA.4/BA.5) COVID-19 vaccine in preventing hospitalizations for COVID-19, medically attended SARS-CoV-2 infections, and hospital death in the United States</a>
</div></li>
<li><strong>Social inequalities in the misbelief of chloroquines protective effect against COVID-19: results from the EPICOVID-19 study in Brazil</strong> -
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Objectives: The aim of this study was to assess the spread of denialist messages regarding COVID19 in Brazil, specifically examining how social inequalities contributed to the misconception of chloroquine having a protective effect against the virus. Study design: Three countrywide population-based studies were conducted in 2020 (May 14-21, June 4-7, and June 21-24), including 133 Brazilian cities (n=88,772). Methods: Participants were asked whether they believed in chloroquine protective effect against infection with the SARSCoV 2 virus (no/yes/do not know). A jeopardy index score to assess cumulative social deprivation was calculated based on gender, racial and socioeconomic variables. Descriptive analysis and inequality measures (Slope Index of Inequality, SII; and Concentration Index, CIX) were used to evaluate the main association under investigation. Multinomial logistic regression was used to evaluate 3 category outcome according to independent variables. Results: Overall, 47.9% of participants either believed that chloroquine prevented against COVID-19 or said, I do not know. Misbelief and lack of knowledge about chloroquine were greater among the most vulnerable (lowest levels of education and socioeconomic status). Absolute and relative inequalities were observed according to jeopardy index. Lack of knowledge was 2.49 greater among women than among men. Race/ethnicity minorities, those with low education and low socioeconomic status were more likely to erroneously believe that chloroquine prevented against COVID19. The highest absolute inequality was observed for the category I do not know (SII = -14.3). Conclusions: Misbelief of chloroquine protective effect against the SARS-CoV-2 virus was high in Brazil. People with greater social vulnerability were more likely to wrongly believe chloroquine prevented against COVID-19.
</p>
</div>
<div class="article-link article-html-link">
🖺 Full Text HTML: <a href="https://www.medrxiv.org/content/10.1101/2023.05.29.23290677v1" target="_blank">Social inequalities in the misbelief of chloroquines protective effect against COVID-19: results from the EPICOVID-19 study in Brazil</a>
</div></li>
<li><strong>Unveiling Womens Experiences Amidst the COVID-19 Pandemic in Nigeria: An Interpretive phenomenological analysis.</strong> -
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<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
Background The past three years have seen an increasing gap in health inequalities in Nigerias health systems, with many women having trouble accessing health care due to persistent social determinants of health. Studies indicate that the amplified impact of the pandemic is due to the lack of contextual focus on response plans. This study used an interpretive phenomenological analysis to analyze womens experiences with healthcare as the pandemic progressed in Nigeria. Methods Semi-structured interviews were conducted between August to November 2022. It was supplemented with three focus group discussions with mothers. The mothers were purposively recruited for their experiences with health care during the pandemic. The analysis of the interviews followed the interpretive phenomenological analysis approach. Results Twenty-four women aged 15 to 49 years with children between 0 and 5 years participated in this study. These women reported mixed experiences during the pandemic, with many attributing positive health behaviours to the pandemic. Following analysis, four themes emerged: i) Influence of diversity of Healthcare Practices and Beliefs on health-seeking behaviour; ii) Unpacking Systemic Barriers to Seeking Timely and Appropriate Health Care Services; iii) Womens fear of contracting COVID-19; iv) Socioeconomic Burden for Holistic Health Care Delivery. Conclusion Health planners must examine contextual factors that drive health usage, especially potentially changing gender dynamics ahead of the next pandemic. This paper examined womens decision to seek or not seek care, the type of care they received, and where they went for care. Women felt that the pandemic affected their decision to seek or not seek care. However, while they learned new behaviours that are now integrated into their daily lives, they also indicate that some behaviours are habitual and have persisted through the pandemic.
</p>
</div>
<div class="article-link article-html-link">
🖺 Full Text HTML: <a href="https://www.medrxiv.org/content/10.1101/2023.05.30.23290724v1" target="_blank">Unveiling Womens Experiences Amidst the COVID-19 Pandemic in Nigeria: An Interpretive phenomenological analysis.</a>
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<li><strong>Carotid body dysregulation contributes to the enigma of long COVID</strong> -
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The symptoms of long COVID, which include fatigue, breathlessness, dysregulated breathing, and exercise intolerance, have unknown mechanisms. These symptoms are also observed in heart failure and are partially driven by increased sensitivity of the carotid chemoreflex. As the carotid body has an abundance of ACE2 (the cell entry mechanism for SARS-CoV-2), we investigated whether carotid chemoreflex sensitivity was elevated in participants with long COVID. During cardiopulmonary exercise testing, the VE/VCO2 slope (a measure of breathing efficiency) was higher in the long COVID group than in the controls, indicating excessive hyperventilation. The hypoxic ventilatory response, which measures carotid chemoreflex sensitivity, was increased in long COVID participants and correlated with the VE/VCO2 slope, suggesting that excessive hyperventilation may be related to carotid body hypersensitivity. Therefore, the carotid chemoreflex is sensitized in long COVID and may explain dysregulated breathing and exercise intolerance in these participants. Tempering carotid body excitability may be a viable treatment option for long COVID patients.
</p>
</div>
<div class="article-link article-html-link">
🖺 Full Text HTML: <a href="https://www.medrxiv.org/content/10.1101/2023.05.25.23290513v1" target="_blank">Carotid body dysregulation contributes to the enigma of long COVID</a>
</div></li>
<li><strong>Co-designing a theory-informed, multi-component intervention to increase vaccine uptake with Congolese migrants: a qualitative, community-based participatory research study</strong> -
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Introduction Inequitable uptake of routine and COVID-19 vaccinations has been documented among intersectionally marginalised populations, including migrants, and attributed to issues of mistrust, access, and low vaccine confidence. Novel approaches which seek to share power, build trust and co-design tailored interventions with marginalised or underserved communities must be explored, to promote equitable engagement with vaccination and other health interventions. Methods A theory-informed, qualitative, community-based participatory research study, designed and led by a community-academic partnership, which aimed to understand decision-making related to COVID-19 vaccination among Congolese migrants in the UK and co-design a tailored intervention to strengthen their vaccine uptake (2021-2022). Barriers and facilitators to COVID-19 vaccination, information and communication preferences, and intervention suggestions were explored through qualitative in-depth interviews with Congolese migrants, thematically analysed, and mapped to the theoretical domains framework (TDF) and the Capability, Opportunity, Motivation, Behaviour (COM-B) model to identify target behaviours and strategies to include in interventions. Workshops were done in partnership with Congolese migrants to co-design and tailor interventions. Results 32 Congolese adult migrants (foreign-born and living in UK; 24 (75%) women, mean 14.3 [SD 7.5] years in UK, mean age 52.6 [SD 11.0] years) took part in in-depth interviews and 16 (same sample) took part in co-design workshops. We identified 14 barriers and 10 facilitators to COVID-19 vaccination; most barrier data related to four TDF domains (beliefs about consequences; emotion; social influences; environmental context and resources), and the behavioural diagnosis concluded interventions should target improving psychological capability, reflective and automatic motivations, and social opportunities. Strategies included behaviour change techniques based on education, persuasion, modelling, enablement, and environmental restructuring, which resulted in a co-designed intervention comprising community-led workshops, COVID-19 vaccination plays and posters. Findings and interventions were disseminated through a community celebration event. Conclusions Our study demonstrates how behavioural theory can be applied to co-designing tailored interventions with marginalised migrant communities through a participatory research paradigm to address a range of health issues and inequalities. Future research should build on this empowering approach, with the goal of developing more sensitive vaccination services and interventions which respond to migrant communities unique cultural needs and realities.
</p>
</div>
<div class="article-link article-html-link">
🖺 Full Text HTML: <a href="https://www.medrxiv.org/content/10.1101/2023.05.30.23290568v1" target="_blank">Co-designing a theory-informed, multi-component intervention to increase vaccine uptake with Congolese migrants: a qualitative, community-based participatory research study</a>
</div></li>
<li><strong>Paxlovid (nirmatrelvir/ritonavir) effectiveness against hospitalization and death in N3C: A target trial emulation study</strong> -
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Importance: COVID-19 has placed a monumental burden on the health care system globally. Although no longer a public health emergency, there is still a pressing need for effective treatments to prevent hospitalization and death. Paxlovid (nirmatrelvir/ritonavir) is a promising and potentially effective antiviral that has received emergency use authorization by the U.S. FDA. Objective: Determine real world effectiveness of Paxlovid nationwide and investigate disparities between treated and untreated eligible patients. Design/Setting/Participants: Population-based cohort study emulating a target trial, using inverse probability weighted models to balance treated and untreated groups on baseline confounders. Participants were patients with a SARS-CoV-2 positive test or diagnosis (index) date between December 2021 and February 2023 selected from the National COVID Cohort Collaborative (N3C) database who were eligible for Paxlovid treatment. Namely, adults with at least one risk factor for severe COVID-19 illness, no contraindicated medical conditions, not using one or more strictly contraindicated medications, and not hospitalized within three days of index. From this cohort we identified patients who were treated with Paxlovid within 5 days of positive test or diagnosis (n = 98,060) and patients who either did not receive Paxlovid or were treated outside the 5-day window (n = 913,079 never treated; n = 1,771 treated after 5 days). Exposures: Treatment with Paxlovid within 5 days of positive COVID-19 test or diagnosis. Main Outcomes and Measures: Hospitalization and death in the 28 days following COVID-19 index date. Results: A total of 1,012,910 COVID-19 positive patients at risk for severe COVID-19 were included, 9.7% of whom were treated with Paxlovid. Uptake varied widely by geographic region and timing, with top adoption areas near 50% and bottom near 0%. Adoption increased rapidly after EUA, reaching steady state by 6/2022. Participants who were treated with Paxlovid had a 26% (RR, 0.742; 95% CI, 0.689-0.812) reduction in hospitalization risk and 73% (RR, 0.269, 95% CI, 0.179-0.370) reduction in mortality risk in the 28 days following COVID-19 index date. Conclusions/Relevance: Paxlovid is effective in preventing hospitalization and death in at-risk COVID-19 patients. These results were robust to a large number of sensitivity considerations.
</p>
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<div class="article-link article-html-link">
🖺 Full Text HTML: <a href="https://www.medrxiv.org/content/10.1101/2023.05.26.23290602v1" target="_blank">Paxlovid (nirmatrelvir/ritonavir) effectiveness against hospitalization and death in N3C: A target trial emulation study</a>
</div></li>
<li><strong>Impact of reference design on estimating SARS-CoV-2 lineage abundances from wastewater sequencing data</strong> -
<div>
Sequencing of SARS-CoV-2 RNA from wastewater samples has emerged as a valuable tool for detecting the presence and relative abundances of SARS-CoV-2 variants in a community. By analyzing the viral genetic material present in wastewater, public health officials can gain early insights into the spread of the virus and inform timely intervention measures. The construction of reference datasets from known SARS-CoV-2 lineages and their mutation profiles has become state-of-the-art for assigning viral lineages and their relative abundances from wastewater sequencing data. However, the selection of reference sequences or mutations directly affects the predictive power. Here, we show the impact of a mutation- and sequence-based reference reconstruction for SARS-CoV-2 abundance estimation. We benchmark three data sets: 1) synthetic 'spike-in' mixtures, 2) German samples from early 2021, mainly comprising Alpha, and 3) samples obtained from wastewater at an international airport in Germany from the end of 2021, including first signals of Omicron. The two approaches differ in sub-lineage detection, with the marker-mutation-based method, in particular, being challenged by the increasing number of mutations and lineages. However, the estimations of both approaches depend on selecting representative references and optimized parameter settings. By performing parameter escalation experiments, we demonstrate the effects of reference size and alternative allele frequency cutoffs for abundance estimation. We show how different parameter settings can lead to different results for our test data sets, and illustrate the effects of virus lineage composition of wastewater samples and references. Here, we compare a mutation- and sequence-based reference construction and assignment for SARS-CoV-2 abundance estimation from wastewater samples. Our study highlights current computational challenges, focusing on the general reference design, which significantly and directly impacts abundance allocations. We illustrate advantages and disadvantages that may be relevant for further developments in the wastewater community and in the context of higher standardization.
</div>
<div class="article-link article-html-link">
🖺 Full Text HTML: <a href="https://www.biorxiv.org/content/10.1101/2023.06.02.543047v1" target="_blank">Impact of reference design on estimating SARS-CoV-2 lineage abundances from wastewater sequencing data</a>
</div></li>
<li><strong>Civil society initiatives addressing COVID-19 in Rio de Janeiro (PT)</strong> -
<div>
Handwashing is key for stemming COVID-19 transmission, but many communities around the world lack access to water, sanitation, and hygiene (WASH). This research investigated the work that civil society organizations (CSO) developed with vulnerable populations in Rio de Janeiro, Brazil, during the COVID-19 pandemic. We interviewed 15 CSO leaders working in the region. This study had three research questions: 1. How do leaders of civil society organizations perceive the impacts of the COVID-19 pandemic on populations with limited access to safe WASH in Brazil? 2. What actions have CSOs implemented to support vulnerable populations during the COVID-19 pandemic? 3. What is the perceived level of success of these actions according to CSO leaders? Our key findings revealed that: 1. Vulnerable populations faced generalized fear and confusion, high rates of COVID-19 infections and income loss. Additionally, CSO leaders noted an increase and diversification in people seeking assistance, as well as rising police and domestic violence. 2. CSOs focused on providing relief aid by donating food, water, hygiene kits, and personal protection equipment (PPE). They invested too in partnering with other organizations and raising awareness about COVID-19, hygiene practices, and public health measures. 3. Initiatives perceived as successful included the construction of water infrastructure and fundraising. Compliance with public health measures, on the other hand, had significant limitations.
</div>
<div class="article-link article-html-link">
🖺 Full Text HTML: <a href="https://osf.io/yue8f/" target="_blank">Civil society initiatives addressing COVID-19 in Rio de Janeiro (PT)</a>
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<li><strong>Hospital vulnerability to spread of respiratory infections: close contact data collection and mathematical modelling</strong> -
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The transmission risk of SARS-CoV-2 within hospitals can exceed that in the general community because of more frequent close proximity interactions. However, epidemic risk across wards is still poorly described. We measured CPIs directly using wearable sensors given to all those present in a clinical ward over a 36-hour period, across 15 wards in three hospitals in spring 2020. Data were collected from 2114 participants. These data were combined with a simple transmission model describing the arrival of a single index case to the ward to estimate the risk of an outbreak. Estimated epidemic risk ranged four-fold, from 0.12 secondary infections per day in an adult emergency to 0.49 per day in general paediatrics. The risk presented by an index case in a patient varied twenty-fold across wards. Using simulation, we assessed the potential impact on outbreak risk of targeting the most connected individuals for prevention. We found that targeting those with the highest cumulative contact hours was most impactful (20% reduction for 5% of the population targeted), and on average resources were better spent targeting patients. This study reveals patterns of interactions between individuals in hospital during a pandemic and opens new routes for research into airborne nosocomial risk.
</p>
</div>
<div class="article-link article-html-link">
🖺 Full Text HTML: <a href="https://www.medrxiv.org/content/10.1101/2022.09.13.22279837v2" target="_blank">Hospital vulnerability to spread of respiratory infections: close contact data collection and mathematical modelling</a>
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<li><strong>Disruptiveness of COVID-19: Differences in Course Engagement, Self-appraisal, and Learning</strong> -
<div>
We investigated how the transition to remote instruction amidst the COVID-19 pandemic affected students engagement, self-appraisals, and learning in advanced placement (AP) Statistics courses. Participants included 681 (Mage=16.7 years, SDage=.90; %female=55.4) students enrolled in the course during 2017-2018 (N=266), 2018-2019 (N=200), and the pandemic-affected 2019-2020 (N=215) year. Students enrolled during the pandemic-affected year reported a greater improvement in affective engagement but a decrease in cognitive engagement in the spring semester relative to a previous year. Females enrolled in the pandemic-affected year experienced a greater negative change in affective and behavioral engagement. Students enrolled during the pandemic-affected year reported a greater decrease in their anticipated AP exam scores and received lower scores on a practice exam aligned with the AP exam compared to a prior year. Though resilient in some respects, students self-appraisal and learning appeared negatively affected by pandemic circumstances.
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<div class="article-link article-html-link">
🖺 Full Text HTML: <a href="https://psyarxiv.com/b2pxd/" target="_blank">Disruptiveness of COVID-19: Differences in Course Engagement, Self-appraisal, and Learning</a>
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<li><strong>Socio-demographic characteristics associated with COVID-19 vaccination uptake in Switzerland: longitudinal analysis of the CoMix study</strong> -
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Background: Vaccination is an effective strategy to reduce morbidity and mortality from coronavirus disease 2019 (COVID-19). However, the uptake of COVID-19 vaccination has varied across and within countries. Switzerland has had lower levels of COVID-19 vaccination uptake in the general population than many other high-income countries. Understanding the socio-demographic factors associated with vaccination uptake can help to inform future vaccination strategies to increase uptake. Methods: We conducted a longitudinal online survey in the Swiss population, consisting of six survey waves from June to September 2021. Participants provided information on socio-demographic characteristics, history of testing for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), social contacts, willingness to be vaccinated, and vaccination status. We used a multivariable Poisson regression model to estimate the adjusted rate ratio (aRR) and 95% confidence intervals (CI) of COVID-19 vaccine uptake. Results: We recorded 6,758 observations from 1,884 adults. For the regression analysis, we included 3,513 observations from 1,883 participants. By September 2021, 600 (75%) of 806 study participants had received at least one vaccine dose. Participants who were older, male, and students, had a higher educational level, household income, and number of social contacts, and lived in a household with a medically vulnerable person were more likely to have received at least one vaccine dose. Female participants, those who lived in rural areas and smaller households, and people who perceived COVID-19 measures as being too strict were less likely to be vaccinated. We found no significant association between previous SARS-CoV-2 infections and vaccination uptake. Conclusions: Our results suggest that socio-demographic factors as well as individual behaviours and attitudes played an important role in COVID-19 vaccination uptake in Switzerland. Therefore, appropriate communication with the public is needed to ensure that public health interventions are accepted and implemented by the population. Tailored COVID-19 vaccination strategies in Switzerland that aim to improve uptake should target specific subgroups such as women, people from rural areas or people with lower socio-demographic status. Keywords: Vaccine, COVID-19, contact survey, social contact, socio-demographic characteristics, Switzerland.
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<div class="article-link article-html-link">
🖺 Full Text HTML: <a href="https://www.medrxiv.org/content/10.1101/2023.03.13.23287183v2" target="_blank">Socio-demographic characteristics associated with COVID-19 vaccination uptake in Switzerland: longitudinal analysis of the CoMix study</a>
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<li><strong>Discovering Social Determinants of Health from Case Reports using Natural Language Processing: Algorithmic Development and Validation</strong> -
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Background: Social determinants of health are non-medical factors that influence health outcomes (SDOH). There is a wealth of SDOH information available via electronic health records, clinical reports, and social media, usually in free text format, which poses a significant challenge and necessitates the use of natural language processing (NLP) techniques to extract key information. Objective: The objective of this research is to advance the automatic extraction of SDOH from clinical texts. Setting and Data: The case reports of COVID-19 patients from the published literature are curated to create a corpus. A portion of the data is annotated by experts to create gold labels, and active learning is used for corpus re-annotation. Methods: A named entity recognition (NER) framework is developed and tested to extract SDOH along with a few prominent clinical entities (diseases, treatments, diagnosis) from the free texts. Results: The proposed NER implementation achieves an accuracy (F1-score) of 92.98% on our test set and generalizes well on benchmark data. A careful analysis of case examples demonstrates the superiority of the proposed approach in correctly classifying the named entities. Conclusions: NLP can be used to extract key information, such as SDOH from free texts. A more accurate understanding of SDOH is needed to further improve healthcare outcomes.
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<div class="article-link article-html-link">
🖺 Full Text HTML: <a href="https://www.medrxiv.org/content/10.1101/2022.11.30.22282946v4" target="_blank">Discovering Social Determinants of Health from Case Reports using Natural Language Processing: Algorithmic Development and Validation</a>
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<li><strong>Suspensions of prominent accounts minimally impact platform engagement</strong> -
<div>
Health-related misinformation online poses threats to individual well-being and undermines public health efforts. In response, many social media platforms have temporarily or permanently suspended accounts that spread misinformation, at the risk of losing traffic vital to platform revenue. Here we examine the impact on platform engagement following removal of six prominent accounts during the COVID-19 pandemic. Focused on those who engaged with the removed accounts, we find that suspension did not meaningfully reduce activity on the platform. Moreover, we find that removal of the prominent accounts minimally impacted the diversity of information sources consumed.
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🖺 Full Text HTML: <a href="https://osf.io/preprints/socarxiv/x4jau/" target="_blank">Suspensions of prominent accounts minimally impact platform engagement</a>
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<li><strong>Complex Adaptive Systems and Human Resource Management: Fostering a Thriving Workforce in the Post-Pandemic Era</strong> -
<div>
The outbreak of COVID-19 has presented unparalleled difficulties for both companies and their staff, resulting in a state of emergency that jeopardizes the welfare of employees and the prosperity of organizations. The present article delves into the prospects of human resource management (HRM) in promoting a workforce that is sustainable and thrives in diverse situations or paradigms through the lens of complex adaptive systems. An examination of the current body of literature indicates deficiencies in comprehending the function of HRM in fostering employee thriving, particularly within the framework of broader and more remote organizational contexts. The article utilizes the framework of complex adaptive systems to suggest various human resource strategies, policies, practices, systems, and processes that can enhance the thriving of the workforce. These strategies include initiatives aimed at promoting employee well-being, flexible working arrangements, and leadership that fosters inclusivity. The significance of HR executives in steering organizations through periods of crisis and recuperation is underscored, along with the imperative to reevaluate the definition of thriving in the context of the pandemic and its enduring ramifications. The articles final remarks entail the identification of potential avenues for future research and practice in the field of HRM. The significance of HRM in fostering a workforce that is capable of thriving sustainably, both during and post-pandemic, is underscored.
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<div class="article-link article-html-link">
🖺 Full Text HTML: <a href="https://osf.io/preprints/socarxiv/74pg5/" target="_blank">Complex Adaptive Systems and Human Resource Management: Fostering a Thriving Workforce in the Post-Pandemic Era</a>
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<h1 data-aos="fade-right" id="from-clinical-trials">From Clinical Trials</h1>
<ul>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Extracorporeal Photopheresis as a Possible Therapeutic Approach to Adults With Severe and Critical COVID-19</strong> - <b>Condition</b>:   COVID-19<br/><b>Intervention</b>:   Procedure: Extracorporeal photopheresis<br/><b>Sponsor</b>:   Del-Pest Central Hospital - National Institute of Hematology and Infectious Diseases<br/><b>Recruiting</b></p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>A Clinical Trial on Booster Immunization of Two COVID-19 Vaccines Constructed From Different Technical Routes</strong> - <b>Condition</b>:   COVID-19<br/><b>Interventions</b>:   Biological: Prototype and Omicron BA.4/5 Bivalent Recombinant COVID-19 Vaccine(Adenovirus Type 5 Vector) For Inhalation;   Biological: Bivalent COVID-19 mRNA Vaccine;   Biological: Recombinant COVID-19 Vaccine (Adenovirus Type 5 Vector) For Inhalation<br/><b>Sponsors</b>:   Zhongnan Hospital;   Institute of Biotechnology, Academy of Military Medical Sciences, PLA of China<br/><b>Recruiting</b></p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Evaluation of Safety, Tolerability, Reactogenicity, Immunogenicity of Baiya SARS-CoV-2 Vax 2 as a Booster for COVID-19</strong> - <b>Conditions</b>:   COVID-19 Vaccine;   COVID-19<br/><b>Interventions</b>:   Biological: 50 μg Baiya SARS-CoV-2 Vax 2;   Other: Placebo<br/><b>Sponsor</b>:   Baiya Phytopharm Co., Ltd.<br/><b>Not yet recruiting</b></p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>The Effect of Special Discharge Training in the COVID-19</strong> - <b>Condition</b>:   COVID-19 Pneumonia<br/><b>Intervention</b>:   Other: COVID-19 Discharge Education<br/><b>Sponsor</b>:   Kilis 7 Aralik University<br/><b>Completed</b></p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Physiotherapy in Mutated COVID-19 Patients</strong> - <b>Condition</b>:   COVID-19 Pandemic<br/><b>Intervention</b>:   Behavioral: Physiotherapy<br/><b>Sponsor</b>:   Giresun University<br/><b>Completed</b></p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Mitoquinone/Mitoquinol Mesylate as Oral and Safe Postexposure Prophylaxis for Covid-19</strong> - <b>Conditions</b>:   SARS-CoV Infection;   COVID-19<br/><b>Interventions</b>:   Drug: Mitoquinone/mitoquinol mesylate;   Other: Placebo<br/><b>Sponsor</b>:   University of Texas Southwestern Medical Center<br/><b>Not yet recruiting</b></p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>To Explore the Regulatory Effect of Combined Capsule FMT on the Levels of Inflammatory Factors in Peripheral Blood of Patients With COVID-19 During Treatment.</strong> - <b>Conditions</b>:   Fecal Microbiota Transplantation;   COVID-19 Infection<br/><b>Intervention</b>:   Procedure: Fecal microbiota transplantation<br/><b>Sponsor</b>:   Shanghai 10th Peoples Hospital<br/><b>Completed</b></p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Phase 3 Study of Novavax Vaccine(s) as Booster Dose After mRNA Vaccines</strong> - <b>Condition</b>:   COVID-19<br/><b>Interventions</b>:   Biological: NVX-CoV2373;   Biological: SARS-CoV-2 rS antigen/Matrix-M Adjuvant<br/><b>Sponsor</b>:   Novavax<br/><b>Active, not recruiting</b></p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>A Study to Learn About How Loss of Liver Function Affects the Blood Levels of the Study Medicine Called PF-07817883.</strong> - <b>Condition</b>:   COVID-19<br/><b>Intervention</b>:   Drug: PF-07817883<br/><b>Sponsor</b>:   Pfizer<br/><b>Not yet recruiting</b></p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Anti-SARS-CoV-2 Monoclonal Antibodies for Long COVID (COVID-19)</strong> - <b>Conditions</b>:   Long COVID;   Post-Acute Sequela of COVID-19;   Post-Acute COVID-19<br/><b>Interventions</b>:   Drug: AER002;   Other: Placebo<br/><b>Sponsors</b>:   Michael Peluso, MD;   Aerium Therapeutics<br/><b>Not yet recruiting</b></p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Dose Exploration Intramuscular/Intravenous Prophylaxis Pharmacokinetic Exposure Response Study</strong> - <b>Condition</b>:   COVID-19<br/><b>Interventions</b>:   Drug: AZD3152;   Other: Placebo<br/><b>Sponsor</b>:   AstraZeneca<br/><b>Recruiting</b></p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>COVID Frequent Antigen Testing</strong> - <b>Condition</b>:   COVID-19 Respiratory Infection<br/><b>Intervention</b>:   Diagnostic Test: SARS CoV-2 antigen tests<br/><b>Sponsors</b>:   IDX20 Inc;   National Institute on Minority Health and Health Disparities (NIMHD)<br/><b>Recruiting</b></p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Study to Assess Safety, Reactogenicity and Immunogenicity of the repRNA(QTP104) Vaccine Against SARS-CoV-2(COVID-19)</strong> - <b>Conditions</b>:   COVID-19;   SARS-CoV-2<br/><b>Interventions</b>:   Biological: QTP104 1ug;   Biological: QTP104 5ug;   Biological: QTP104 25ug<br/><b>Sponsor</b>:   Quratis Inc.<br/><b>Active, not recruiting</b></p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Effects of Individual Tailored Physical Exercise in Patients With POTS After COVID-19 - a Randomized Controlled Study</strong> - <b>Conditions</b>:   Postural Orthostatic Tachycardia Syndrome;   COVID-19;   Post COVID-19 Condition;   Post-Acute COVID-19 Syndrome<br/><b>Intervention</b>:   Other: Individual tailored exercise<br/><b>Sponsors</b>:   Karolinska Institutet;   Karolinska University Hospital<br/><b>Enrolling by invitation</b></p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Modifying Adiposity Through Behavioral Strategies to Improve COVID-19 Rehabilitation</strong> - <b>Conditions</b>:   Post-COVID Conditions;   Obesity<br/><b>Interventions</b>:   Behavioral: 12-weeks of Weight Loss;   Behavioral: 12-weeks of Weight Stability<br/><b>Sponsors</b>:   VA Office of Research and Development;   South Texas Veterans Health Care System;   Baltimore Veterans Affairs Medical Center<br/><b>Not yet recruiting</b></p></li>
</ul>
<h1 data-aos="fade-right" id="from-pubmed">From PubMed</h1>
<ul>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Prospective evaluation of the efficacy, safety, and optimal biomarker enrichment strategy for nangibotide, a TREM-1 inhibitor, in patients with septic shock (ASTONISH): a double-blind, randomised, controlled, phase 2b trial</strong> - BACKGROUND: Activation of the triggering receptor expressed on myeloid cells-1 (TREM-1) pathway is associated with septic shock outcomes. Data suggest that modulation of this pathway in patients with activated TREM-1 might improve survival. Soluble TREM-1 (sTREM-1), a potential mechanism-based biomarker, might facilitate enrichment of patient selection in clinical trials of nangibotide, a TREM-1 modulator. In this phase 2b trial, we aimed to confirm the hypothesis that TREM1 inhibition might…</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Isolation of Anti-SARS-CoV-2 Natural Products Extracted from <em>Mentha canadensis</em> and the Semi-synthesis of Antiviral Derivatives</strong> - Traditional herbal medicine offers opportunities to discover novel therapeutics against SARS-CoV-2 mutation. The dried aerial part of mint (Mentha canadensis L.) was chosen for bioactivity-guided extraction. Seven constituents were isolated and characterized by nuclear magnetic resonance (NMR) and mass spectrometry (MS). Syringic acid and methyl rosmarinate were evaluated in drug combination treatment. Ten amide derivatives of methyl rosmarinate were synthesized, and the dodecyl (13) and…</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Computational design of medicinal compounds to inhibit RBD-hACE2 interaction in the Omicron variant: unveiling a vulnerable target site</strong> - The COVID-19 pandemic, caused by SARS-CoV-2, has globally affected both human health and economy. Several variants with a high potential for reinfection and the ability to evade immunity were detected shortly after the initial reported case of COVID-19. A total of 30 mutations in the spike protein (S) have been reported in the SARS-CoV-2 (BA.2) variant in India and South Africa, while half of these mutations are in the receptor-binding domain and have spread rapidly throughout the world. Drug…</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>In silico screening, ADMET analysis and MD simulations of phytochemicals of <em>Onosma bracteata</em> Wall. as SARS CoV-2 inhibitors</strong> - Being attracted with their cardiotonic, antidiabetic, cough relieving activity, treatment of fever, absorbent, anti-asthmatic, etc. activities reported in ancient Ayurvedic literature, phytochemicals of Onosma bracteata wall should be evaluated for their activity against SARS-CoV-2 virus. The main objective of this study is to identify a hit molecule for the inhibition of entry, replication, and protein synthesis of SARS CoV-2 virus into the host. To achieve given objective, computational…</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong><em>In silico</em> Antivirus Repurposing and its Modification to Organoselenium Compounds as SARS-CoV-2 Spike Inhibitors</strong> - &lt;b&gt;Background and Objective:&lt;/b&gt; The COVID-19, which has been circulating since late 2019, is caused by SARS-CoV-2. Because of its high infectivity, this virus has spread widely throughout the world. Spike glycoprotein is one of the proteins found in SARS-CoV-2. Spike glycoproteins directly affect infection by forming ACE-2 receptors on host cells. Inhibiting glycoprotein spikes could be one method of treating COVID-19. In this study, the antivirus marketed as a database will be…</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>PACT inhibits the replication of SARS-CoV-2 through the blockage of GSK-3β-N-nsp3 cascade</strong> - The protein activator of protein kinase R (PKR) (PACT) has been shown to play a crucial role in stimulating the host antiviral response through the activation of PKR, retinoic acid-inducible gene I, and melanoma differentiation-associated protein 5. Whether PACT can inhibit viral replication independent of known mechanisms is still unrevealed. In this study, we show that, like many viruses, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) hijacks GSK-3β to facilitate its replication….</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Evaluation of SARS-CoV-2 isolation in cell culture from nasal/nasopharyngeal swabs or saliva specimens of patients with COVID-19</strong> - It has been revealed that SARS-CoV-2 can be efficiently isolated from clinical specimens such as nasal/nasopharyngeal swabs or saliva in cultured cells. In this study, we examined the efficiency of viral isolation including SARS-CoV-2 mutant strains between nasal/nasopharyngeal swab or saliva specimens. Furthermore, we also examined the comparison of viral isolation rates by sample species using simulated specimens for COVID-19. As a result, it was found that the isolation efficiency of…</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>A Facile Strategy to Construct Anti-Swelling, Antibacterial and Antifogging Coatings for Protection of Medical Goggles</strong> - During the COVID-19 pandemic, traditional medical goggles are not only easy to attach bacteria and viruses in long-term exposure, but also easy to fogged up, which increases the risk of infection and affects productivity. Bacterial adhesion and fog can be significantly inhibited through the hydrogel coatings, owing to their super hydrophilic properties. But on the one hand, hydrophilic hydrogel coatings are easy to absorb water and swell in wet environment, resulting in reduced mechanical…</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Secreted ORF8 induces monocytic pro-inflammatory cytokines through NLRP3 pathways in patients with severe COVID-19</strong> - Despite extensive research, the specific factor associated with SARS-CoV-2 infection that mediates the life-threatening inflammatory cytokine response in patients with severe COVID-19 remains unidentified. Herein we demonstrate that the virus-encoded Open Reading Frame 8 (ORF8) protein is abundantly secreted as a glycoprotein in vitro and in symptomatic patients with COVID-19. ORF8 specifically binds to the NOD-like receptor family pyrin domain-containing 3 (NLRP3) in CD14^(+) monocytes to…</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Nsp14 of SARS-CoV-2 inhibits mRNA processing and nuclear export by targeting the nuclear cap-binding complex</strong> - To facilitate selfish replication, viruses halt host gene expression in various ways. The nuclear export of mRNA is one such process targeted by many viruses. SARS-CoV-2, the etiological agent of severe acute respiratory syndrome, also prevents mRNA nuclear export. In this study, Nsp14, a bifunctional viral replicase subunit, was identified as a novel inhibitor of mRNA nuclear export. Nsp14 induces poly(A)+ RNA nuclear accumulation and the dissolution/coalescence of nuclear speckles. Genome-wide…</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>In Silico Screening of Drugs That Target Different Forms of E Protein for Potential Treatment of COVID-19</strong> - Recently the E protein of SARS-CoV-2 has become a very important target in the potential treatment of COVID-19 since it is known to regulate different stages of the viral cycle. There is biochemical evidence that E protein exists in two forms, as monomer and homopentamer. An in silico screening analysis was carried out employing 5852 ligands (from Zinc databases), and performing an ADMET analysis, remaining a set of 2155 compounds. Furthermore, docking analysis was performed on specific sites…</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Combination Therapy for the Treatment of Shingles with an Immunostimulatory Vaccine Virus and Acyclovir</strong> - Practically the entire global population is infected by herpesviruses that establish lifelong latency and can be reactivated. Alpha-herpesviruses, herpes simplex viruses 1 and 2 (HSV-1/HSV-2) and varicella zoster virus (VZV), establish latency in sensory neurons and then reactivate to infect epithelial cells in the mucosa or skin, resulting in a vesicular rash. Licensed antivirals inhibit virus replication, but do not affect latency. On reactivation, VZV causes herpes zoster, also known as…</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Discovery of Polyphenolic Natural Products as SARS-CoV-2 M<sup>pro</sup> Inhibitors for COVID-19</strong> - The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has forced the development of direct-acting antiviral drugs due to the coronavirus disease 2019 (COVID-19) pandemic. The main protease of SARS-CoV-2 is a crucial enzyme that breaks down polyproteins synthesized from the viral RNA, making it a validated target for the development of SARS-CoV-2 therapeutics. New chemical phenotypes are frequently discovered in natural goods. In the current study, we used a fluorogenic assay to test a…</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Neutralizing antibody levels and epidemiological information of patients with breakthrough COVID-19 infection in Toyama, Japan</strong> - Breakthrough infection (BI) after coronavirus disease 2019 (COVID-19) vaccination has exploded owing to the emergence of various SARS-CoV-2 variants and has become a major problem at present. In this study, we analyzed the epidemiological information and possession status of neutralizing antibodies in patients with BI using SARS-CoV-2 pseudotyped viruses (SARS-CoV-2pv). Analysis of 44 specimens diagnosed with COVID-19 after two or more vaccinations showed high inhibition of infection by 90% or…</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Circulating ACE2 level and zinc/albumin ratio as potential biomarkers for a precision medicine approach to COVID-19</strong> - Highly mutable influenza is successfully countered based on individual susceptibility and similar precision-like medicine approach should be effective against SARS-COV-2. Among predictive markers to bring precision medicine to COVID-19, circulating ACE2 has potential features being upregulated in both severe COVID-19 and predisposing comorbidities. Spike SARS-CoVs were shown to induce ADAM17-mediated shedding of enzymatic active ACE2, thus accounting for its increased activity that has also been…</p></li>
</ul>
<h1 data-aos="fade-right" id="from-patent-search">From Patent Search</h1>
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<h1 data-aos="fade-down" id="daily-dose">Daily-Dose</h1>
<h1 data-aos="fade-right" data-aos-anchor-placement="top-bottom" id="contents">Contents</h1>
<ul>
<li><a href="#from-new-yorker">From New Yorker</a></li>
<li><a href="#from-vox">From Vox</a></li>
<li><a href="#from-the-hindu-sports">From The Hindu: Sports</a></li>
<li><a href="#from-the-hindu-national-news">From The Hindu: National News</a></li>
<li><a href="#from-bbc-europe">From BBC: Europe</a></li>
<li><a href="#from-ars-technica">From Ars Technica</a></li>
<li><a href="#from-jokes-subreddit">From Jokes Subreddit</a></li>
</ul>
<h1 data-aos="fade-right" id="from-new-yorker">From New Yorker</h1>
<ul>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>The Irrational Exuberance of a Non-Catastrophe</strong> - The bipartisan debt deal was a win for both Biden and McCarthy, but it might not have been the breakthrough Washington was waiting for. - <a href="https://www.newyorker.com/news/letter-from-bidens-washington/the-irrational-exuberance-of-a-non-catastrophe">link</a></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>The Abortion Fight Has Voters Turning to Ballot Initiatives</strong> - And Republicans are increasingly attempting to limit that direct-democracy option. - <a href="https://www.newyorker.com/news/daily-comment/the-abortion-fight-has-voters-turning-to-ballot-initiatives">link</a></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>A Confession Exposes Indias Secret Hacking Industry</strong> - The country has developed a lucrative specialty: cyberattacks for hire. - <a href="https://www.newyorker.com/news/annals-of-crime/a-confession-exposes-indias-secret-hacking-industry">link</a></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Should We, and Can We, Put the Brakes on Artificial Intelligence?</strong> - Sam Altman, who ushered in ChatGPT, and Yoshua Bengio, an early pioneer of A.I., discuss the growing concerns surrounding unfettered, nonhuman intelligence. - <a href="https://www.newyorker.com/podcast/the-new-yorker-radio-hour/should-we-and-can-we-put-the-brakes-on-artificial-intelligence">link</a></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Ted Koppel on Covering—and Befriending—Henry Kissinger</strong> - Did the veteran newscaster give Kissinger a pass on his hundredth birthday? - <a href="https://www.newyorker.com/news/q-and-a/ted-koppel-on-covering-and-befriending-henry-kissinger">link</a></p></li>
</ul>
<h1 data-aos="fade-right" id="from-vox">From Vox</h1>
<ul>
<li><strong>A personality test cant tell you who you are</strong> -
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<img alt="An illustration of a woman with a bob haircut and blunt bangs and red lipstick looking at her reflection in a mirror. " src="https://cdn.vox-cdn.com/thumbor/Ur8UemKLHkczN-baqarhJ5ujnwM=/0x100:4000x3100/1310x983/cdn.vox-cdn.com/uploads/chorus_image/image/72339635/GettyImages_1003489906.0.jpg"/>
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Getty Images
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<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
The desire to define ourselves, from love languages to Myers-Briggs types.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="wfpCna">
Juanita Hernandez is a 25-year-old Miami-based anxiously attached Aries (Scorpio moon, Taurus rising), ENFJ, Enneagram Type Two. Until recently, she considered quality time her love language, but after listening to an <a href="https://podcasts.apple.com/us/podcast/the-5-love-languages/id1651876897?i=1000609782068">episode of the podcast <em>If Books Could Kill</em></a>, she now thinks love languages are “kind of bullshit.”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="H9SjFr">
Her path toward inner omniscience first began with a foundation in astrology, which Hernandez says she discovered as a child. Then came <a href="https://www.enneagraminstitute.com/">Enneagram</a> — a personality test labeling respondents with one of <a href="https://www.enneagraminstitute.com/type-descriptions">nine types</a> — which predated learning her <a href="https://www.vox.com/even-better/23581174/attachment-styles-explain-anxious-avoidant-secure">attachment style</a> at the behest of her therapist. Later, she took the <a href="https://www.vox.com/2014/7/15/5881947/myers-briggs-personality-test-meaningless">Myers-Briggs Type Indicator</a>.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="88uhJN">
Just as a medical diagnosis can explain a patients symptoms, Hernandez sees personality identifiers as succinct validation for why she is the way she is. She attributes descriptors such as “insecure,” “reliable,” and having an “intense relationship with your mother” to her various personality types. Whenever she mentions her astrological sign or attachment style to other similarly personality-informed conversation partners, “I feel like they understand who I am just by these signifiers,” Hernandez says. “It makes conversations easier.”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="uMKWEc">
People have long been motivated to define the inner workings of their minds, but never quite had the wide array of tools or language to clearly communicate who they are until fairly recently. From Myers-Briggs and Enneagram to love languages and Hogwarts houses, we are sufficiently armed with the means to classify and define ourselves — and with bite-sized descriptors in which to broadcast our findings.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="5yZTw0">
These assessments and quizzes and identifiers, though, only tell one side of the multidimensional story that is a human life. Self-reflection has its utility, but a test or a rigid personality type may not provide the answers were looking for. The question of whether we can ever truly know ourselves — and whether the means of obtaining that information from a quiz is legitimate — isnt as important as what we do with that insight.
</p>
<h3 id="AMrPmn">
The quest for self-knowledge is as old as humanity
</h3>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="YqC7q1">
Weve been attempting to make sense of our minds, our personalities, our motivations, for millennia. The origin of the age-old axiom <a href="https://www.tandfonline.com/doi/full/10.1080/00131857.2019.1682489">“know thyself” extends as far back as Ancient Greece,</a> after all. In contemporary times, the rise of psychoanalysis and the belief that an all-knowing shrink can mine your psyche was a strong “cultural prompt” inspiring people toward introspection, says <a href="https://uconn.academia.edu/MitchGreen">Mitch Green</a>, a professor of philosophy at the University of Connecticut and author of <a href="https://www.taylorfrancis.com/books/mono/10.4324/9781315560298/know-thyself-mitchell-green"><em>Know Thyself: The Value and Limits of Self-Knowledge</em></a>.
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In 1917, American personality testing began in earnest with <a href="https://pubmed.ncbi.nlm.nih.gov/19048975/">Woodworths Personal Data Sheet</a>, an assessment given to soldiers during World War I to identify those who might react negatively to enemy fire. In the 1940s, Katherine Briggs and her daughter Isabel Briggs Myers <a href="https://www.myersbriggs.org/my-mbti-personality-type/mbti-basics/">developed the Myers-Briggs Type Indicator</a> based on the <a href="https://psycnet.apa.org/record/1923-15006-000">work of Carl Jung</a>, who posited that people were either introverted or extroverted; that test ascribes one of <a href="https://www.myersbriggs.org/my-mbti-personality-type/mbti-basics/the-16-mbti-types.htm">16 personality types</a> based on where test-takers lean when it comes to extraversion versus introversion, judging versus perceiving, intuition versus sensing, and thinking versus feeling.
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Less than a century later, there are hundreds of assessments and classification systems, measuring everything from <a href="https://greatergood.berkeley.edu/quizzes/ei_quiz/take_quiz">emotional intelligence</a> to <a href="https://5lovelanguages.com/">how you display love</a>, and ranging in scientific validity. The Myers-Briggs Type Indicator is <a href="https://www.vox.com/2014/7/15/5881947/myers-briggs-personality-test-meaningless">notoriously based on unproven theories</a> and was conceived of by a mother-daughter pair with no formal psychology training. <a href="https://www.vox.com/even-better/23581174/attachment-styles-explain-anxious-avoidant-secure">Attachment styles are ever-changing</a> and can vary from relationship to relationship. <a href="https://www.theguardian.com/lifeandstyle/2023/feb/14/love-languages-are-hugely-popular-but-theres-very-little-evidence-they-exist-at-all">Research about love languages</a> is not definitive regarding whether the five love language categories — acts of service, physical touch, quality time, gifts, and words of affirmation — are accurate.
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Other assessments are revenue drivers in a <a href="https://www.nytimes.com/2023/03/05/business/remote-work-personality-tests.html">$2 billion industry</a> based on the premise of self-enlightenment: know how you react and respond in situations both professional and personal and crack the code to interpersonal relationships. Most people recognize BuzzFeed quizzes such as “<a href="https://www.buzzfeed.com/jamiejirak1/quiz-succession-character-roy-family">What <em>Succession</em> character are you?</a>” as purely for entertainment purposes, but when your company requests employees take an evaluation commonly used in work settings, like the <a href="https://www.16personalities.com/">16 Personalities assessment</a>, which remixes the 16 Myers-Briggs personality types by adding another letter — <a href="https://www.16personalities.com/articles/our-theory">A or T, for assertive or turbulent</a> — the line is blurred.
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“Theres just so many random supposed personality assessments,’” says <a href="https://obu.edu/directory/fayardj.php">Jennifer Fayard</a>, an associate professor of psychology at Ouachita Baptist University. “And theyre absolute rubbish. They are made by random people with no training or no understanding. Just because you get a result on a personality quiz doesnt mean that it means anything.”
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Poor design is a feature, not a bug, of personality assessments, says <a href="https://www.cpp.edu/cba/international-business-marketing/faculty-and-staff/bios/randy-stein.shtml">Randy Stein</a>, a professor of marketing at California State Polytechnic University, Pomona. In a <a href="https://journals.sagepub.com/doi/pdf/10.1177/1948550618766409?casa_token=D0PfcdlJdhAAAAAA:n5dSmY_lo17eqcIOZyk0w_kt8-A1HTXPSKpfBRARd9m9-P9TttyOlVkBmXHrqjZAIpTdcK7hDSBr">study of personality assessments</a>, Stein found that the more opaque or confusing the questions, the “deeper” respondents considered the test. “The more disconnected the questions and the results, the more it seems to be getting at something underlying who you really are,” or so the reasoning goes, according to Stein. If questions on a personality quiz can be interpreted five different ways by as many people, test-takers trick themselves into thinking the assessment is uncovering something so profound that they never considered it before. However, legitimate personality assessments have questions so specific that each respondent interprets them in the same way, Stein says. Its the difference between an abstract question like, “<a href="https://www.lifeconnectionsonline.org/wp-content/uploads/2014/12/Keirsey-Temperament-Sorter.pdf">Are you drawn more to (a) fundamentals (b) overtones and nuance?</a>” and rating how strongly you agree with a clear statement like, <a href="https://openpsychometrics.org/tests/IPIP-BFFM/">“I get stressed out easily.”</a>
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In reality, the results of personality tests and self-identifiers are never wholly surprising. If they were, the assessment was either poorly designed or you answered the questions inauthentically. “We live with ourselves, we watch what we do, and we watch how we feel and how we think,” Fayard says. “Despite that insider information, I think theres still a tendency for people to assume that if they take a test, its going to spit out some magical secret thats going to help them understand themselves better.” On the contrary, these quizzes are like a mirror, reflecting back exactly what you show it. If I always feel anxious when people are slow to text me back, and I know this to be a hallmark of <a href="https://psychcentral.com/health/4-attachment-styles-in-relationships#anxious-attachment">anxious attachment style</a>, then I can deduce I am anxiously attached.
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But life is a mosaic of experiences and emotions. It is nearly impossible to put one label on a persons existence, one box in which to place yourself. In parallel with the <a href="https://www.vox.com/the-goods/2021/9/30/22696338/pathologizing-adhd-autism-anxiety-internet-tiktok-twitter">rise of online self-diagnosis</a> — where <a href="https://www.vox.com/internet-culture">memes</a> and TikToks seemingly describe symptoms of many conditions, from ADHD to autism spectrum disorder — self-categorization allows people to put a stamp on what is typically a complex condition. Explanations of each type are simplified and broad, meant to have as wide an appeal as possible for those looking for “a simple explanation for the complex mess that is my life and my relationship with people,” Green says. “Itd be nice if there was a single one-paragraph narrative that puts it all together. We tend to gravitate toward those things.”
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Relationships and personalities arent so neatly defined. Personality traits are measured on a spectrum, not in binaries, says <a href="https://www.simine.com/">Simine Vazire,</a> a professor of psychology ethics and well-being at the University of Melbourne. Rather than being extroverted or not, most people have some percentage of extraversion. The <a href="https://www.truity.com/test/big-five-personality-test">Big Five personality test</a>, which Vazire considers an accurate assessment, measures to what degree you inhabit the “big five” personality traits: openness, conscientiousness, extraversion, agreeableness, and neuroticism. Rather than sort test-takers into strict types, it merely informs you whether youre high in neuroticism or low in agreeableness. But percentiles arent sexy; they dont make for good conversation. “Its not how we communicate,” Vazire says. “I say, How are you? … You dont tell me, Well, Im 17 percent as good as yesterday.’” That wed lean toward clear-cut terminology to describe ourselves isnt altogether shocking.
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Because descriptions of many “types” or “styles” or “signs” — from zodiac sign to Enneagram type — are vague and broad, people often find something in it they identify with, known as the <a href="https://dictionary.apa.org/barnum-effect">Barnum effect</a>. Any person who reads any vague descriptor claiming to explain who they are could realistically find something in the passage that resonates with them, Stein says, something that makes them say, “This is <em>so</em> me.”
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Personality types as a force for change
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To feel seen, of course, is often what people want.
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A few years ago, Andrew Flynn was in a turbulent period of his life: Hed just finished grad school in Scotland, moved to Westminster, Colorado, where he lives now, and started a job in <a href="https://www.vox.com/renewable-energy">renewable energy</a> tech. All the while, his relationships felt more tenuous than ever. He was embroiled in conflict with his roommates, romantic relationships werent panning out. In an effort to understand himself — and how he connected, or didnt, to the people in his life — he took a free version of the Myers-Briggs Type Indicator online and discovered he was an ENTP. Described as <a href="https://www.mbtionline.com/en-US/MBTI-Types/ENTP">“innovative,” “entrepreneurial,” and “unpredictable,”</a> Flynn, now 33, says the ENTP signifier “summarizes my existence in a really succinct, bizarre way.” From his penchant for procrastination or conversations some might not consider “polite,” he says, learning his personality type provided context for his interpersonal relationships, both romantic and platonic. Hes become more observant about how other people react at work or while dating, noticing others behavior in contrast to his own impulses. “I can see a lot of the ways that I could be doing things better and then I just choose not to,” Flynn says. “I understand how Im going to fuck this up and Im just going to continue to carry on this way anyway.”
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The validation provided by self-identifiers can inspire tangible change. Knowing your attachment style within a particular relationship can <a href="https://www.vox.com/even-better/23581174/attachment-styles-explain-anxious-avoidant-secure">explain why you feel clingy or distant</a> and help illuminate areas for growth. However, its arguably easier and cheaper to watch a YouTube video or take a quiz online than it is to seek out a <a href="https://www.vox.com/mental-health">mental health</a> professional, pay for therapy, and spend time working through those issues (though thats hardly necessary).
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Taking stock of past trauma helped 35-year-old Randy Kakumei develop healthier relationships — all thanks to attachment style. Following a breakup nearly a decade ago, Kakumeis only motivation was to reconcile with his ex. Like any web-savvy millennial, he searched YouTube for videos on how to get back together with a former partner. Instead, he found a video explaining attachment styles. The clip, Kakumei says, illustrated the qualities of a relationship between an anxiously attached person and an avoidantly attached person: The anxious character feels needy and insecure, the avoidant party pulls away. “It was like she was describing my relationship between me and my partner,” Kakumei, who lives in Slidell, Louisiana, says, “like, to a T.”
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From the video, Kakumei deduced he had an anxious attachment style with his former partner, stemming from fraught relationships with parental figures in his childhood. Kakumei was adopted as a child to an older couple with military backgrounds who he says were cold and unloving. “Its been a constant battle of feeling like Im not enough,” he says. “Nobodys going to accept me. Nobody loves me. Nobody cares about me.” In his adult relationships, he says, he constantly sought validation to compensate for the affection he lacked growing up.
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Learning his attachment style was revelatory. Suddenly, Kakumei had a name for emotions and fears he believed were singular to his experience. Through working with a life coach and confronting his past — realizing the stories he told himself about being undeserving of love were just that: stories — Kakumei says he now is securely attached. About six months after their breakup, Kakumei reconciled with his ex. They are still together.
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Attachment style can be an effective tool for parsing the dynamics of different relationships, Fayard says. But when we too heavily ascribe to one classification or identifier, we run the risk of using these personality types to justify bad behavior. Introverts may feel their personality type gives them permission to avoid social contact or reject a potential romantic partner because they may have a supposedly conflicting personality type. Clinging to specific descriptors makes it easier for people to put blinders up to certain aspects of their personalities because they arent neatly aligned with their type, Fayard says. “People I know that are really into the Enneagram, if they have things that maybe are causing some relationship issues or [things they] just need to work on, you hear a lot of Thats just my type, thats just my type,’” she says. “Its almost like, I dont need to examine myself or work on myself or make any concessions because this is my type. I think that could potentially be harmful.”
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Some fans of Enneagram, like Jenna DeWitt, a 34-year-old from Redlands, California, see the personality type as a means for personal development. “Youre supposed to grow out of that type,” DeWitt says. About a decade ago, DeWitt took the Enneagram test and discovered she was a Type Three, which she describes as someone who believes they need to earn their worth, “believing you have to work really hard to get love from other people,” she says. But instead of fixating on the types shortcomings, like <a href="https://www.enneagraminstitute.com/how-the-enneagram-system-works">shame</a> or burnout, DeWitt uses her type to understand what drives her and how to utilize qualities of other types — the strength of Eights, the creativity of Fours — to her advantage. “I have learned as a Three that I was using these accomplishments, the tasks that I had in front of me to get done for the day. … It really felt like every time I was trying to achieve more and more I wasnt getting what I really wanted,” DeWitt says. “What I want is love and belonging. What I want is to have that security in my identity, to feel like I truly am worthy of the things around me.”
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For all the self-insight we possess, we are not the most accurate judges of our personalities. We <a href="https://www.vox.com/even-better/23670005/small-acts-kindness-matter-liking-gap">underestimate how much others appreciate us</a> and <a href="https://www.apa.org/monitor/feb03/overestimate">overestimate our own competence</a>. Its more pleasant to think about all of the times we were kind over the instances we were not, and this selective memory can impact how we report seeing ourselves. Any quiz or category we lump ourselves into doesnt take into account how others perceive us. Short of asking our friends to compile a Powerpoint presentation of all of our strengths and weaknesses, Vazire says a more holistic way of learning about ourselves is to share our personality test results with people we trust to see how it compares to their view of us. “I dont know that I would recommend it,” she says. “Ive never actually gotten that far in my research where we just literally told people how other people close to them saw them. I dont know that we can know if were ready for that information.”
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Perhaps all we can tolerate — all were willing to tolerate — is what we already knew about ourselves all along: our willingness to speak up in work meetings, how we react to our partners, our organizational skills. Ascribing labels to the way we see ourselves can be clarifying when so much of life is convoluted and without clear explanations. But it isnt all we are.
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“Simple explanations are good,” Green says. “But simple explanations are hard to find.”
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<li><strong>The deadly train collision in India, explained</strong> -
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<img alt="INDIA-ACCIDENT-RAIL" src="https://cdn.vox-cdn.com/thumbor/DpfUXJdaBOjkuJKto3k-8gIs0fs=/136x0:2624x1866/1310x983/cdn.vox-cdn.com/uploads/chorus_image/image/72338695/1258402483.0.jpg"/>
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Photo by PUNIT PARANJPE/AFP via Getty Images
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Decades of neglect cause disaster after disaster on Indias railways.
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A railway accident in the Indian state of Odisha has killed at least 280 people and injured more than 800 on Friday — the latest such tragedy to occur in a nation where trains are widely used, but often lack up-to-date infrastructure.
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Prime Minister Narendra Modi traveled to Odisha Saturday and offered consolation for the victims and their families <a href="https://twitter.com/narendramodi/status/1664665463450918913">via Twitter on Friday</a>, saying “Distressed by the train accident in Odisha. In this hour of grief, my thoughts are with the bereaved families. May the injured recover soon.” Upon his arrival at the accident site, Modi promised that the government would leave “no stone unturned for the treatment of those injured” and vowed that those responsible would be “punished stringently.”
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Early reports indicate that a passenger train headed to Kolkata from Chennai collided with a stopped commercial train in Balasore district; another passenger train, the Howrah Superfast Express, then hit the wreckage, though the exact sequence of events has been disputed, <a href="https://www.bbc.com/news/world-asia-india-65798640">the BBC reports</a>. The incident is still being investigated, and rescue operations have ceased as of Saturday, with those seriously injured taken to the states largest hospital in Cuttack, a three-hour drive away. People searching for missing or injured relatives have r<a href="https://www.bbc.com/news/world-asia-india-65795959">eported confusion and a lack of information</a> about their status and whereabouts, highlighting some of the countrys many infrastructure challenges.
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<a href="https://www.vox.com/india">India</a>s railway system was constructed in the 19th century, when the country was a British colony, and serves millions of people each day. Though its an important part of the countrys transit system, its long suffered from underinvestment, and deadly, destructive accidents are not uncommon. Fridays accident has been referred to as the worst in the 21st century thus far.
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Modis government <a href="https://www.economist.com/asia/2023/03/13/india-is-getting-an-eye-wateringly-big-transport-upgrade">has recently announced major spending</a> on the transit and railway systems, including high-speed, indigenously produced trains between major transit corridors. But many such upgrades are years away, require mountains of outside investment and must wind through a labyrinthine government bureaucracy to take effect.
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<strong>Indias train system is one of the deadliest in the world</strong>
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Indias railway system is in some ways a marvel, in that it connects a massive country together, is an affordable mode of <a href="https://www.vox.com/transportation">transportation</a> that serves 13 million people each day according to state-run Indian Railways, and connects Indias large rural population to its urban areas.
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The railway system also spurred economic growth after it was first introduced in 1853, because it could move commodities both internally and internationally far more quickly than traditional transportation. The <a href="https://www.vox.com/economy">economy</a> still depends on rail transportation, to an extent, though increased roadways and a large auto industry have increased Indians auto ownership from 115 million in 2009 to 295,800,000 in 2019, according to <a href="https://morth.nic.in/sites/default/files/RTYB-2017-18-2018-19.pdf">a report from the Ministry of Road Transport and Highway Transport</a>.
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Still, people all over the country depend on Indias old, overcrowded trains for all aspects of life<strong> </strong>despite the massive numbers of accidents and deaths that occur on Indias <a href="https://apnews.com/article/india-train-derail-railways-39c8d563458816624c337e1fee400090#:~:text=From%202017%20to%202021%2C%20there,speeding%20trains%20on%20the%20tracks.">more than 40,000 miles of railway</a>.
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In October 2018, <a href="https://www.nytimes.com/2018/10/19/world/asia/india-fireworks-train.html">a commuter train slammed through a crowd</a> gathering to celebrate the Hindu festival of Dussehra in Amritsar, <a href="https://www.reuters.com/world/india/indias-deadliest-rail-accidents-2023-06-02/">leaving at least 59 dead and injuring at least 57.</a> Some <a href="https://www.reuters.com/article/india-accident-idINKCN1MU06Y">blamed</a> the festival goers for gathering on the tracks; others, the guest of honor for his late arrival and the railways for not stopping the train. Train derailments caused serious incidents in 2005, 2011, 2016, and 2017, <a href="https://www.reuters.com/world/india/indias-deadliest-rail-accidents-2023-06-02/">according to Reuters</a>, and Indias deadliest train accident occurred in 1981, when a cyclone blew seven overcrowded coaches on a passenger train into a river in the northeastern state of Bihar.
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According to <a href="https://ncrb.gov.in/sites/default/files/ADSI-2021/ADSI_2021_FULL_REPORT.pdf">Indias National Crime Records Bureau</a>, there were around 100,000 railway-related deaths in the country between 2017 and 2021. About 69 percent of Indias 2,017 train accidents during that time period were due to derailments caused by old signaling equipment, poorly-maintained infrastructure, track defects, and human error, according to a 2021 report from <a href="https://cag.gov.in/webroot/uploads/download_audit_report/2022/Report-No.-22-of-2022_Railway_English_DSC-063a2dda55f3ce6.38649271.pdf">Indias Comptroller and Auditor General</a>. A lack of funding or refusal to use funding to fix railroad tracks also contributed to those accidents.
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Indian Railways, the government-owned railway enterprise, has long given subsidies to help keep fare prices low; according to<a href="https://www.deccanherald.com/national/railways-gave-rs-59837-crore-subsidy-on-passenger-tickets-ashwini-vaishnaw-1187618.html"> Railways Minister Ashwini Vaishnaw</a>, the government subsidy amounted to about 53 percent for each person traveling in the fiscal year 2019-2020. An announcement that the government would raise the price of tickets by 14.2 percent in 2014 <a href="https://thediplomat.com/2014/06/the-economics-of-indias-railways/">spurred protests across the country</a>, with people occupying rail stations and demonstrating in the streets to try and block the move.
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Railways, which under Modi are improving, are still a popular transit option, and the governments upgrades aim to make it even more so in order to counterweight Indias burgeoning reliance on automobile transportation. But while Indias economy is growing, that doesnt necessarily translate to the average person, who still needs a low-cost, safe option to get where they want to go.
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<strong>What will the government do to improve the train system?</strong>
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Instead of visiting Odisha, Modi was supposed to be at the <a href="https://timesofindia.indiatimes.com/city/goa/pm-modi-to-flag-off-goas-first-vande-bharat-express-on-june-3/articleshow/100706505.cms">unveiling of a new Vande Bharat Express line from Goa to Mumbai</a>, part of his announced investments in the transportation sector. The service initially launched in 2019, and Modis government plans to inaugurate 500 new such lines in the next three years, <a href="https://www.economist.com/asia/2023/03/13/india-is-getting-an-eye-wateringly-big-transport-upgrade">the Economist </a>reports.
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The high-speed railway system is just part of Modis transportation boom; his government is also building 10,000 kilometers of highway each year and has nearly doubled the length of the countrys rural road network since he was elected in 2014. Those efforts, along with increased domestic energy generation and improved broadband activity, all aim to boost Indias economic growth and turn it into a $5 trillion economy by 2026.
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Though the extent to which the railway system was responsible for Indias economic growth in the 19th and early 20th centuries <a href="https://deliverypdf.ssrn.com/delivery.php?ID=425124115112024113022117020007117064052051040011030092064113072119081103025102098118097012061055040113125092120103103025096109051022049037045012071066019022122088056008049031112005095026107112079066069076111080105122024003075117013084086127066008100&amp;EXT=pdf&amp;INDEX=TRUE">is debatable according to some scholars</a>, Modis plans to shore up the aging system follow the generally accepted logic that improved transport will dramatically change the economy.
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While infrastructure upgrades are clearly necessary, Fridays deadly collision shows how much there is left to be done — and how critical the focus on passenger safety must be.
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“India has achieved some success in making train journeys safer over the years, but a lot more needs to be done,” Swapnil Garg, a former officer of the Indian Railway Service of Mechanical Engineers, <a href="https://apnews.com/article/india-train-derail-railways-39c8d563458816624c337e1fee400090#:~:text=From%202017%20to%202021%2C%20there,speeding%20trains%20on%20the%20tracks.">told the Associated Press</a>. “The entire system needs a realignment and distributed development. We cant just focus on modern trains and have tracks that arent safe.”
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In the meantime, the government is offering cash payouts for victims of the crash and their loved ones. On Friday, <a href="https://twitter.com/AshwiniVaishnaw/status/1664676130408878080">Vaishnaw tweeted</a> that victims were entitled to 1 million Indian rupees for a dead relative, Rs 200,000 in case of “grievous” injury, and Rs 50,000 for minor ones — about $12,000, $2,400, and $600 respectively.
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<li><strong>What will stop AI from flooding the internet with fake images?</strong> -
<figure>
<img alt="A cartoon image of a man sitting at a desk using a 2000s-era computer and looking frustrated." src="https://cdn.vox-cdn.com/thumbor/ZukC-E46tkET_ooWtIEqxvY-AwU=/500x0:5863x4022/1310x983/cdn.vox-cdn.com/uploads/chorus_image/image/72337690/GettyImages_532629665.0.jpg"/>
<figcaption>
CSA Archive / Getty Images
</figcaption>
</figure>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
Google, Adobe, Microsoft, and other tech companies are trying new ways to label content made by AI.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="GT99O8">
On May 22, a fake photo of an explosion at the Pentagon <a href="https://www.npr.org/2023/05/22/1177590231/fake-viral-images-of-an-explosion-at-the-pentagon-were-probably-created-by-ai">caused chaos online</a>.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="5rnEUU">
Within a matter of minutes of being posted, the realistic-looking image <a href="https://www.bloomberg.com/news/articles/2023-05-22/fake-ai-photo-of-pentagon-blast-goes-viral-trips-stocks-briefly?sref=qYiz2hd0">spread on Twitter and other social media networks</a> after being retweeted by some popular accounts. Reporters asked government officials all the way up to the <a href="https://www.politico.com/news/2023/05/30/white-house-press-shop-adjusts-to-proliferation-of-ai-deep-fakes-00099337">White House press office</a> what was going on.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="pU6ntv">
The photo was quickly determined to be a hoax, likely generated by AI. But in the short amount of time it circulated, the fake image had a real impact and even briefly moved <a href="https://thehill.com/policy/technology/4015817-market-dips-briefly-after-ai-image-of-fake-explosion-near-pentagon-goes-viral/">financial markets</a>.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="T2TeFL">
This isnt an entirely new problem. Online misinformation has existed since the dawn of the internet, and crudely photoshopped images fooled people long before generative AI became mainstream. But recently, tools like ChatGPT, DALL-E, Midjourney, and even <a href="https://www.adobe.com/products/photoshop/generative-fill.html">new AI feature updates</a> to Photoshop have supercharged the issue<strong> </strong>by making it easier and cheaper to create hyperrealistic fake images, video, and text, at scale. Experts say we can expect to see more fake images like the Pentagon one, especially when they can cause political disruption.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="ZiRRFq">
One report by Europol, the European Unions law enforcement agency, <a href="https://www.europol.europa.eu/cms/sites/default/files/documents/Europol_Innovation_Lab_Facing_Reality_Law_Enforcement_And_The_Challenge_Of_Deepfakes.pdf">predicted that as much as 90 percent</a> of content on the internet could be created or edited by AI by 2026. Already, <a href="https://www.newsguardtech.com/special-reports/newsbots-ai-generated-news-websites-proliferating/">spammy news sites seemingly generated entirely by AI</a> are popping up. The anti-misinformation platform NewsGuard started tracking such sites and found nearly three times as many as they did a few weeks prior.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="lWqFXT">
“We already saw what happened in 2016 when we had the first election with a flooding of disinformation,” said Joshua Tucker, a professor and co-director of NYUs Center for Social Media and Politics. “Now were going to see the other end of this equation.”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="O0Aq4Y">
So what, if anything, should the tech companies that are rapidly developing AI be doing to prevent their tools from being used to bombard the internet with hyperrealistic misinformation?
</p>
<div class="c-float-right">
<aside id="NMjy02">
<q>“We all have a fundamental right to establish a common objective reality”</q>
</aside>
</div>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="Bw53YC">
One novel approach — that some experts say could actually work — is to use metadata, watermarks, and other technical systems to distinguish fake from real. Companies like Google, Adobe, and Microsoft are all supporting some form of labeling of AI in their products. Google, for example, <a href="https://blog.google/products/search/about-this-image-google-search/">said at its recent I/O conference that</a>, in the coming months, it will attach a written disclosure, similar to a copyright notice, underneath AI-generated results on Google Images. OpenAIs popular image generation technology DALL-E already adds a colorful stripe watermark to the bottom of all images it creates.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="lnjAig">
“We all have a fundamental right to establish a common objective reality,” said Andy Parsons, senior director of Adobes content authenticity initiative group. “And that starts with knowing what something is and, in cases where it makes sense, who made it or where it came from.”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="fQgxCV">
In order to reduce confusion between fake and real images, the content authenticity initiative group developed a tool Adobe is now using called content credentials that tracks when images are edited by AI. The company describes it as a nutrition label: information for digital content that stays with the file wherever its published or stored. For example, Photoshops latest feature, Generative Fill, uses AI to quickly create new content in an existing image, and content credentials can keep track of those changes.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="gXjq84">
AI-labeling tools like Adobes are still in their early stages, and by no means should they be considered a silver bullet to the problem of misinformation. Its technically possible to manipulate a watermark or metadata. Plus, not every AI generation system will want to disclose that its made that way. And as weve learned with the rise of online conspiracy theories in recent years, people will often ignore facts in favor of believing falsehoods that confirm their personal beliefs. But if implemented well — and especially if these labels are seen as more neutral than traditional social media fact-checking — AI disclosures could be one of our only hopes for navigating the increasingly blurry distinction between fake and real media online.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="sLApMf">
Here is how some of these early AI markup systems could work, what the limitations are, and what users can do to navigate our confusing post-truth internet reality in the meantime.
</p>
<h3 id="4UTmh8">
The devil is in the metadata
</h3>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="qulTZM">
When you look at an image on social media or a search engine today, odds are you dont know where the photo came from — let alone if it was created by AI. But underneath the hood, theres often a form of metadata, or information associated with the digital image file, that tells you basic details, like when and where the photo was taken. Some tech companies are now starting to add specific metadata about AI to their products at the moment of creation, and theyre making that information more public in an effort to help users determine the authenticity of what theyre looking at.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="y9OifD">
Google recently said it will start marking up images made by its own new AI systems in the original image files. And when you see an image in Google Search thats made by Googles AI systems, it will say something like “AI-generated with Google” underneath the image. Going a step further, the company announced its partnering with publishers like Midjourney and stock photography site Shutterstock to let them self-tag their images as AI-generated in Google Search. This way, if you come across a Midjourney image in Google Search, it will say something like “Image self-labeled as AI-generated”
</p>
<aside id="pwxt75">
<div>
</div>
</aside>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="QLy4a0">
Google Search public liaison Danny Sullivan said that this kind of AI labeling is part of a broader effort to give people more context about images theyre seeing.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="4Cvpbw">
”If we can show you a helpful label, were going to want to do that,” said Sullivan, “but were also going to want to try to give you background information that we can determine independent of the label.”
</p>
<figure class="e-image">
<img alt=" " src="https://cdn.vox-cdn.com/thumbor/HqnJCPI-nl-n88ZAV8BV1VSY3po=/800x0/filters:no_upscale()/cdn.vox-cdn.com/uploads/chorus_asset/file/24697608/AI_Label.jpg"/> <cite>Google</cite>
<figcaption>
What your search result could look like if you come across an image that was generated by AI image creation platform Midjourney, which is partnering with Google to label images in search. Below the image is the disclaimer: “Image self-labeled as AI generated.”
</figcaption>
</figure>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="Nwmux7">
Thats why Google is also adding an “About this image” feature next to image search results — whether they are AI labeled or not — that you can click and see when the image was first indexed by Google, where it may have first appeared, and where else its been seen online. The idea is, if you searched for, say, “Pentagon explosion” and saw a bunch of images in the results, you would be able to see a fact-checked news article debunking the piece.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="VxNczl">
“These tools are really designed to help people understand information literacy more and bake it into the search product itself,” said Sullivan.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="QUei9X">
Other major industry players have also been working on the issue of how to label AI-generated content. In 2021, a group of major companies including Microsoft, Adobe, the BBC, and Intel created a coalition <a href="https://c2pa.org/">called the C2PA</a>. The group is tasked with helping to create an interoperable open standard for companies to share the provenance, or history of ownership, of a piece of media. C2PA created its first open standard last January, and since then, Adobe and Microsoft have released features using that standard.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="3nqWrv">
For example, if youre a photographer at a news outlet, you can mark when a specific picture was taken, who took it, and have that be digitally signed by your publisher. Later, your editor could make changes to the photo, signing it again with a seal of authenticity that its been verified by the C2PA standard. This way, you know that the photo was taken by a person — not generated by AI— and know who has made edits to it and when. The system uses cryptography to preserve the privacy of sensitive information.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="eB7VQ0">
“Now you can read the entire lineage of the history of a piece of digital content,” said Mounir Ibrahim, EVP of public affairs and impact at Truepic, a visual authenticity app that is a member of C2PA. “The purpose of us is to help content consumers … decipher the difference between synthetic and authentic.”
</p>
<div class="c-float-right">
<aside id="NX9tDW">
<q>However flawed these early AI flagging and identification systems are, theyre a first step</q>
</aside>
</div>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="C4e08l">
Knowing the history and provenance of an image could potentially help users verify the legitimacy of anything from a headshot on a dating app to a breaking news photo. But for this to work, companies need to adopt the standard.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="8Mq4Hb">
Right now, its up to companies to adopt the C2PA standard and label verified content as they wish. The organization is also discussing potentially standardizing the look of the C2PA content credential when it shows up on images, Ibrahim said. In the future, the C2PA credential could be similar to the little padlock icon next to the URL in your browser window that signifies your connection is secure. When you see the proposed C2PA icon, you would know that the image youre seeing has had its origins verified.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="2QK61O">
So far, two big C2PA members, Adobe and Microsoft, have announced tools that integrate C2PA standards into their products to mark up AI-generated content. Microsoft is labeling all AI-generated content in Bing Image Generator and Microsoft Designer, and Adobe is using C2PA standards in its new AI Firefly products content credentials.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="G3X5cs">
“The biggest challenge is we need more platforms to adopt this,” said Ibrahim.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="Vhfxzi">
While the C2PA-style metadata labels work behind the scenes, another approach is for AI systems to add visible watermarks, as OpenAI has done with the rainbow bar at the bottom of DALL-E images. The company says its also working on a version of watermarking for its text app, ChatGPT. The challenge with watermarks, though, is that they can be removed. A quick Google search turns up forms of people discussing how to circumvent the imprint.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="sysWzf">
Another imperfect option is technology that can detect AI-generated content after the fact. In January, <a href="https://openai.com/blog/new-ai-classifier-for-indicating-ai-written-text">OpenAI released a tool</a> that lets you cross-check a block of text to determine whether its likely written by AI. The problem, though, is that by OpenAIs own assessment, the tool is not fully reliable. It correctly identified only 26 percent of AI-written texts in OpenAIs evaluations, although its notably more accurate with longer than shorter text.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="EBJq94">
“We dont want any of our models to be used for misleading purposes anywhere,” said a spokesperson for OpenAI in a statement. “Our usage policies also require automated systems, including conversational AI and chatbots, to disclose to users that they are interacting with our models.”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="gxEcq7">
At the end of the day, even if these early AI flagging and identification systems are flawed, theyre a first step.
</p>
<h3 id="YJZGy3">
What comes next
</h3>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="xHrCs0">
Its still early days for tech platforms trying to automate the identification of AI-generated content. Until they identify a dependable solution, however, fact-checkers are left manually filling in the gaps, debunking images like <a href="https://www.vox.com/technology/2023/3/30/23662292/ai-image-dalle-openai-midjourney-pope-jacket">the Pope in a puffy jacket</a> or fake audio of politicians.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="E9DIEc">
Sam Gregory, executive director of human rights and civic journalism network Witness, who works with fact-checkers largely outside of the US, said that while he thinks technical solutions to AI identification like watermarking are promising, many fact-checkers are worried about the onslaught of misinformation that could come their way with AI in the meantime. Already, many professional fact-checkers are dealing with far more content to check than humanly possible.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="wu6Skt">
“Is an individual going to be blamed because they couldnt identify an AI-generated image? Or is a fact-checker going to be the one to take the strain because theyre overwhelmed by this volume?” said Gregory. The responsibility to address AI misinformation “needs to lie on the people who are designing these tools, building these models, and distributing them,” he added.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="TafUbK">
In many cases, Gregory says, its unclear exactly what social media platforms rules are about allowing AI-generated content.
</p>
<div class="c-float-right">
<aside id="0cNTqb">
<q>There is an urgency to figure out these problems as AI-generated content floods the internet</q>
</aside>
</div>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="g3lLjf">
TikTok has one of the more updated policies around “synthetic media,” or media that is created or manipulated by AI. The policy, which was revised in March 2023, allows synthetic media but requires that, if it shows realistic scenes, the image must be clearly disclosed with a caption, sticker, or otherwise. The company also doesnt allow synthetic media that contains the likeness of any private figure or anyone under 18. TikTok says it worked with outside partners like the industry nonprofit Partnership on AI for feedback on adhering to a framework for responsible AI practices.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="chuzkS">
“While we are excited by the creative opportunities that AI opens up for creators, we are also firmly committed to developing guardrails, such as policies, for its safe and transparent use,” a TikTok spokesperson said in a statement. “Like most of our industry, we continue to work with experts, monitor the progression of this technology, and evolve our approach.”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="kWZfWf">
But many other platforms have policies that might need some updating. <a href="https://about.fb.com/news/2020/01/enforcing-against-manipulated-media/">Meta</a>, which owns Facebook and Instagram, and <a href="https://support.google.com/youtube/answer/10834785?hl=en">YouTube</a> both have general rules against manipulated media that misleads users, but those could be clarified regarding what uses are acceptable or not, according to Gregory. Metas fact-checking policies state that manipulated media containing misinformation is eligible for fact-checking by its third-party partners, as <a href="https://www.vishvasnews.com/english/world/fact-check-ai-generated-image-claiming-to-show-an-explosion-near-pentagon-is-fake/">it did with the fake</a> Pentagon AI explosion claims.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="KACanD">
“AI is bigger than any single person, company, or country, and requires cooperation between all relevant stakeholders,” Meta said in a statement. “We are actively monitoring new trends and working to be purposeful and evidence-based in our approach to AI-generated content.”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="kTHWBV">
Technological solutions to help people fact-check content themselves, like AI detection systems and watermarks, couldnt come sooner.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="xRy1XP">
But NYUs Tucker says we need to test these solutions to see whether theyre effective in changing peoples minds when they encounter misleading AI content, and what the disclosures need to look to be impactful. For example, if the disclosures that an image or video is AI-generated are too subtle, people could miss it entirely. And sometimes, labels dont work as expected. For example, Tucker co-authored <a href="https://csmapnyu.org/research/news-credibility-labels-have-limited-average-effects-on-news-diet-quality-and-fail-to-reduce-misperceptions">a study last year</a> showing that high- or low-quality news credibility labels had limited effects on peoples news consumption habits and failed to change peoples perceptions.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="xjhhXf">
Still, theres hope that if AI disclosures are seen not as politicized fact-checks but as neutral context about the origins of an image, they could be more effective. To know whether these labels are resonating with people and changing their minds will require more research.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="ZUcklc">
There is an urgency to figure out these problems as AI-generated content floods the internet. In the past, tech companies had time to debate the hypothetical risks of AI misinformation because mainstream generative AI products werent yet out in the wild. But those threats are now very real.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="KwyRbK">
These new tools that label AI-generated content, while far from perfect, could help mitigate some of that risk. Lets hope tech companies move forward with the necessary speed to fix problems that come with AI as quickly as theyre being created.
</p></li>
</ul>
<h1 data-aos="fade-right" id="from-the-hindu-sports">From The Hindu: Sports</h1>
<ul>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Kabilesh hopes to emulate his illustrious father</strong> -</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>World Test Championship final | Australia pacer Josh Hazlewood ruled out, Neser gets call-up</strong> - Australia included fast bowler Michael Neser in the squad with Hazlewood reportedly being given furthermore time to recover and prepare for the Ashes in England.</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Karim Benzema wont return to Real Madrid next season; Hazard and Asensio also end frustrating stint with the club</strong> - The announcement comes amid reports that Benzema will play in Saudi Arabia.</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Brij Bhushan Sharan Singh | The controversial Bahubali</strong> - Despite allegations of sexual harassment and continuing protests against him, the BJP MP stands unfazed with Rajput groups coming out in support of him</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Knotty Charmer and Jamari may fight out the finish of the D.T. Racing &amp; Breeding LLP Juvenile Million</strong> -</p></li>
</ul>
<h1 data-aos="fade-right" id="from-the-hindu-national-news">From The Hindu: National News</h1>
<ul>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Deepak Garg is new V-C of SR University</strong> -</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Security stepped up for Governors visit to Ooty</strong> -</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Not prudent to allow more than two persons on two-wheelers: Centre</strong> - According to MP Elamaram Kareem, many people in the nation ride two-wheelers to get around for daily requirements</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>After decades of wait, Theni district to get first train to Chennai</strong> - Expectations of passengers soar as inaugural train service begins on June 15</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Union govt. considering equal property rights to Scheduled Tribe women: Minister informs MP</strong> - Rajya Sabha MP P. Wilson had in March this year made a representation seeking to issue notification under Hindu Succession Act to apply beneficial provisions to ST women.</p></li>
</ul>
<h1 data-aos="fade-right" id="from-bbc-europe">From BBC: Europe</h1>
<ul>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Why are people leaving Russia, who are they, and where are they going?</strong> - A trickle of Russians leaving became a stream after the full-scale invasion of Ukraine of 2022.</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Ukraine war: Girl, 2, killed and many injured in Dnipro after Russian strike</strong> - Rescuers found the childs body in the wreckage of a residential building in Ukrainian city Dnipro.</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Lake Maggiore boat accident: Questions remain over spy deaths</strong> - Intelligence officers from Italy and Israel are among the four people who drowned on 28 May.</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Sanda Dia: Belgium reckons with verdict over black students hazing death</strong> - Sanda Dia died after being made to consume excessive amounts of fish oil and alcohol in 2018.</p></li>
<li data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>German row over jail term for woman who attacked neo-Nazis</strong> - Lina Es conviction has angered Germanys far left, but the right is furious she is free pending appeal.</p></li>
</ul>
<h1 data-aos="fade-right" id="from-ars-technica">From Ars Technica</h1>
<ul>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>A shocking number of birds are in trouble</strong> - We know better than ever how to help endangered birds, with notable conservation successes. - <a href="https://arstechnica.com/?p=1944194">link</a></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>More than 400 Grail patients incorrectly told they may have cancer</strong> - Life assurance customers pause review relationship with early-detection biotech. - <a href="https://arstechnica.com/?p=1944244">link</a></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>They plugged GPT-4 into Minecraft—and unearthed new potential for AI</strong> - A bot plays the video game by tapping the text generator to pick up new skills. - <a href="https://arstechnica.com/?p=1944184">link</a></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Pandemic lessons: More health workers, less faxing—an Ars Frontiers recap</strong> - Amid science and tech triumphs, basic infrastructure problems hurt COVID responses. - <a href="https://arstechnica.com/?p=1944284">link</a></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Googles Android and Chrome extensions are a very sad place. Heres why</strong> - It was a bad week for millions of people who rely on Google for apps and Chrome extensions. - <a href="https://arstechnica.com/?p=1944202">link</a></p></li>
</ul>
<h1 data-aos="fade-right" id="from-jokes-subreddit">From Jokes Subreddit</h1>
<ul>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>My dentist reminded me about my wifes sensitive gag reflex.</strong> - <!-- SC_OFF --></p>
<div class="md">
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
We laughed about it for a while.<br/> Then I remembered me and my wife have different dentists.
</p>
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<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"> submitted by <a href="https://www.reddit.com/user/Alpha-Studios"> /u/Alpha-Studios </a> <br/> <span><a href="https://www.reddit.com/r/Jokes/comments/14002bx/my_dentist_reminded_me_about_my_wifes_sensitive/">[link]</a></span> <span><a href="https://www.reddit.com/r/Jokes/comments/14002bx/my_dentist_reminded_me_about_my_wifes_sensitive/">[comments]</a></span></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>I was offered sex with a 21 yr old today</strong> - <!-- SC_OFF --></p>
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In exchange, I was supposed to advertise some kind of bathroom cleaner. Of course I declined, because I am a person with high moral standards and strong willpower. Just as strong as Ajax, the super strong bathroom cleaner. Now available with scented lemon or vanilla.
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<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"> submitted by <a href="https://www.reddit.com/user/kickypie"> /u/kickypie </a> <br/> <span><a href="https://www.reddit.com/r/Jokes/comments/1403fni/i_was_offered_sex_with_a_21_yr_old_today/">[link]</a></span> <span><a href="https://www.reddit.com/r/Jokes/comments/1403fni/i_was_offered_sex_with_a_21_yr_old_today/">[comments]</a></span></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>I told my wife that Im going to arrange the herbs in alphabetical order from now on.</strong> - <!-- SC_OFF --></p>
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Her: How would you find the time?
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Me: Easy. Itll be right next to the sage.
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<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"> submitted by <a href="https://www.reddit.com/user/porichoygupto"> /u/porichoygupto </a> <br/> <span><a href="https://www.reddit.com/r/Jokes/comments/14006l2/i_told_my_wife_that_im_going_to_arrange_the_herbs/">[link]</a></span> <span><a href="https://www.reddit.com/r/Jokes/comments/14006l2/i_told_my_wife_that_im_going_to_arrange_the_herbs/">[comments]</a></span></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Seriously? Gay jokes during Pride Month?</strong> - <!-- SC_OFF --></p>
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Come on guys.
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<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"> submitted by <a href="https://www.reddit.com/user/Gingi0"> /u/Gingi0 </a> <br/> <span><a href="https://www.reddit.com/r/Jokes/comments/13zcxna/seriously_gay_jokes_during_pride_month/">[link]</a></span> <span><a href="https://www.reddit.com/r/Jokes/comments/13zcxna/seriously_gay_jokes_during_pride_month/">[comments]</a></span></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Woman talking to a police officer.</strong> - <!-- SC_OFF --></p>
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Woman: Can you arrest me for calling you a filthy name?
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Police Officer: “Yes”
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Woman: Can you arrest me for thinking something.?
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Police Officer: “No”
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Woman: Well, I think youre a cunt.
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<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"> submitted by <a href="https://www.reddit.com/user/Buddy2269"> /u/Buddy2269 </a> <br/> <span><a href="https://www.reddit.com/r/Jokes/comments/13zsjal/woman_talking_to_a_police_officer/">[link]</a></span> <span><a href="https://www.reddit.com/r/Jokes/comments/13zsjal/woman_talking_to_a_police_officer/">[comments]</a></span></p></li>
</ul>
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