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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>Trolled by Trump, Again</strong> - Thoughts after a week of waiting and waiting for the indictment that the former President promised. - <a href="https://www.newyorker.com/news/letter-from-bidens-washington/trolled-by-trump-again">link</a></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>The Secret Joke at the Heart of the Harvard Affirmative-Action Case</strong> - A federal official wrote a parody of Harvards attitude toward Asian Americans and shared it with the dean of admissions. Why did a judge try to hide that from the public? - <a href="https://www.newyorker.com/news/our-columnists/the-secret-joke-at-the-heart-of-the-harvard-affirmative-action-case">link</a></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Advice for Alvin Bragg from Former Trump Prosecutors</strong> - The Manhattan District Attorney faces huge legal and political challenges, but the former Presidents antics could help the prosecutions case. - <a href="https://www.newyorker.com/news/daily-comment/advice-for-alvin-bragg-from-former-trump-prosecutors">link</a></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Should Latinos Be Considered a Race?</strong> - A proposed change to the census faces opposition from Afro-Latino groups, and exposes conflicts among Latino communities. - <a href="https://www.newyorker.com/news/daily-comment/should-latinos-be-considered-a-race">link</a></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Jia Tolentino on the Ozempic Weight-Loss Craze</strong> - A drug designed to treat diabetes is changing how celebrities—and maybe the rest of us—will look. Plus, D. T. Max on the Latino author who fabricated his very identity. - <a href="https://www.newyorker.com/podcast/the-new-yorker-radio-hour/jia-tolentino-on-the-ozempic-weight-loss-craze">link</a></p></li>
</ul>
<h1 data-aos="fade-right" id="from-vox">From Vox</h1>
<ul>
<li><strong>Utahs social media for kids law could be coming to a state near you</strong> -
<figure>
<img alt="A teen girl looking at her phone." src="https://cdn.vox-cdn.com/thumbor/hmikcZriMrqolqAXev0Vmjk1zys=/0x0:5973x4480/1310x983/cdn.vox-cdn.com/uploads/chorus_image/image/72113609/GettyImages_1445186465.0.jpg"/>
<figcaption>
Utahs kids will have a very different social media experience next year. It might not be a better one. | Georgijevic/Getty Images
</figcaption>
</figure>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
Utahs strict new social media laws have some scary implications for the whole country.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="YWYTsF">
If everything goes according to the government of Utahs plan, around this time next year, there will be some big changes on social media platforms for the states residents. Especially — but not exclusively — for the younger ones. They may also, possibly, have an effect on social media users beyond Utahs borders.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="b3Z1p9">
In a ceremony on Thursday, Utah Gov. Spencer J. Cox <a href="https://www.youtube.com/watch?v=uda6JYMOKrQ&amp;ab_channel=Gov.SpencerJ.Cox">signed two bills</a> regulating minors use of social media, denoting how important and significant he believes these <a href="http://socialmedia.utah.gov">two pieces of legislation</a> are. Combined, the new laws call for social media platforms to verify all users ages. Those under 18 will have special rules for their online activity, including curfews; more privacy from advertisers but less from their parents or guardians; and the ability to sue platforms over certain harms, including addiction.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="gwf8IE">
The laws are the first in the country to place such restrictions on kids usage of social media. They likely wont be the last, however, as other states and the federal government <a href="https://www.axios.com/2023/02/14/congress-kids-online-safety">are increasingly considering legal restrictions</a> in the name of protecting minors as the potential for harm those platforms pose gets more attention. But opponents of such laws say they will have unintended consequences for the free speech and privacy of people of all ages.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="EQOxfR">
Both laws, which are collectively known as the Social Media Regulation Act, are set to take effect on March 1, 2024. The first, <a href="https://le.utah.gov/~2023/bills/static/SB0152.html">SB 152</a>, requires social media companies to verify the age of any Utah resident with an account on their services. Those under 18 will have to get their parent or guardians permission to sign up for an account and to access it at all between the hours of 10:30 pm and 6:30 am, and social media companies cant advertise to or collect data on minors. The second, <a href="https://le.utah.gov/~2023/bills/static/HB0311.html">HB 311</a>, requires social media companies to ensure that they are not designed to cause minors to become addicted to them, and gives Utahs minors the right to sue social media companies if they believe theyve become addicted to or otherwise somehow harmed by a social media platform they have an account on.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="cTNuWC">
At the signing, Cox <a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9407706/">cited</a> <a href="https://mitsloan.mit.edu/ideas-made-to-matter/study-social-media-use-linked-to-decline-mental-health">studies</a> that <a href="https://jamanetwork.com/journals/jamapsychiatry/fullarticle/2749480">showed</a> how poor mental health in young people can be caused or exacerbated by their use of social media platforms.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="vbbi98">
“I think we need to do something,” the governor said. “These are first-of-their-kind bills in the United States. Thats huge.”
</p>
<figure class="e-image">
<img alt="Utah governor Spencer J. Cox speaks at an event with President Joe Biden." src="https://cdn.vox-cdn.com/thumbor/W3MHL-PnXdeQLoLRWkyrFR7TfOI=/800x0/filters:no_upscale()/cdn.vox-cdn.com/uploads/chorus_asset/file/24534875/GettyImages_1247057614.jpg"/> <cite>Nathan Howard/Getty Images</cite>
<figcaption>
Utah Governor Spencer J. Cox entertains President Biden at a recent dinner. Biden is a fellow proponent of laws regarding social media platforms and children.
</figcaption>
</figure>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="OLpiIv">
There are a lot of things that can happen in the year before most of the legislations provisions take effect, including courts striking them down in part or entirely, as the companies or platform users affected by the laws are sure to take legal action to prevent them. The new laws also dont totally spell out how platforms are supposed to verify users ages, as those details will be hammered out in consultation with the companies affected. But its pretty clear that theyll go much further than the easily bypassable age verification services social media platforms currently use to comply with COPPA, the federal childrens privacy law, which depends on underage users telling the truth about their age.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="5RIycR">
This is a problem for privacy advocates, who <a href="https://www.eff.org/deeplinks/2023/03/age-verification-mandates-would-undermine-anonymity-online">point out</a> that identity verification rules take away consumers rights to use these services anonymously, while companies get to collect even more of their data than before. And that goes for users of all ages, as the only way to prove you arent a child subject to these rules is to verify that youre an adult. The provisions allowing parents to see everything their child posts and messages are a clear privacy issue as well. The laws are also a problem for free speech advocates, who believe the lack of anonymity will suppress everyones speech. That may include children in abusive situations or LGBTQ children who could be harmed if their parents snooped on their online activities.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="BsMQcx">
“These bills radically undermine the constitutional and human rights of young people in Utah, but they also just dont really make any sense,” Evan Greer, the director of digital rights advocacy group Fight for the Future, told Vox.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="wMYkwI">
Defenders of Utahs new laws, including some childrens <a href="https://www.commonsensemedia.org/press-releases/statement-on-the-signing-of-utahs-social-media-regulation-act">advocacy groups</a>, believe that social media platforms are harmful to children and their mental health and that the tools those platforms have implemented willingly arent enough. Thats a complaint weve been hearing a lot more of lately, especially after Meta whistleblower Frances Haugen <a href="https://www.vox.com/recode/2021/10/3/22707940/frances-haugen-facebook-whistleblower-60-minutes-teen-girls-instagram">revealed</a> that the company knew its platforms harmed minors mental health but didnt do enough to prevent it. In <a href="https://www.vox.com/recode/2022/3/1/22957507/biden-state-of-the-union-social-media-mental-health-children-accountability-frances-haugen">his</a> <a href="https://www.vox.com/recode/2023/2/15/23599879/congress-children-safety-online-big-tech">two</a> State of the Union addresses, President Biden has said that social media platforms are “experimenting” on children. <a href="https://www.vox.com/recode/2022/3/14/22971618/earn-it-sesta-fosta-children-safety-internet-laws">Several</a> <a href="https://www.hawley.senate.gov/new-hawley-introduces-two-bills-protect-kids-online-fight-back-against-big-tech#:~:text=The%20MATURE%20Act%20would%3A,a%20private%20right%20of%20action.">bills</a> aimed at children and online services, including social media, have been introduced in recent Congresses. None have passed, but they have bipartisan support, and it appears that both houses of the current Congress are <a href="https://www.vox.com/recode/2023/2/15/23599879/congress-children-safety-online-big-tech">determined</a> to get something over the finish line. Several members of Congress in the recent <a href="https://www.vox.com/technology/23653884/tiktok-hearing-shou-chew-winners-losers">hearing about TikTok</a> stressed the dangers of all social media platforms on children.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="PQVeYt">
“I suspect that you will see lots of bills like these, and of course we are working with our federal partners as well,” Cox said. “This is one of those rare areas today where we see broad agreement amongst both Republicans and Democrats.”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="YvoOx7">
Indeed, several states are considering childrens social media laws, including <a href="https://arkansasadvocate.com/briefs/arkansas-governor-backed-bill-would-require-social-media-age-verification/">Arkansas</a>, <a href="https://www.ctinsider.com/politics/article/social-media-children-ct-parents-17777585.php">Connecticut</a>, <a href="https://www.njspotlightnews.org/2023/03/nj-lawmakers-seek-to-protect-children-from-social-media-addiction/">New Jersey</a>, and <a href="https://www.chron.com/news/houston-texas/article/texas-social-media-law-17648942.php">Texas</a>. California <a href="https://www.gov.ca.gov/2022/09/15/governor-newsom-signs-first-in-nation-bill-protecting-childrens-online-data-and-privacy/">passed a law</a> last year that would increase privacy protections for children online. It takes effect July 1 of next year. And Louisiana <a href="https://www.marketplace.org/shows/marketplace-tech/louisiana-law-requiring-proof-of-id-for-porn-site-access-has-privacy-advocates-worried/">has a law</a> that requires websites that have a certain amount of pornographic content on them to verify that users are at least 18 before they can view it.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="YCbi7x">
So even if you dont live in Utah, you should prepare yourself for the possibility that the state you do live in — or even the federal government — will pass something similar. That seems especially likely if Utahs law survives the inevitable court challenges. There is also a chance that some of these platforms apply Utahs rules to the entire country, as the borderless nature of the internet makes it difficult to set rules for just one state (see: how several companies have applied provisions of Californias <a href="https://www.vox.com/recode/2019/12/30/21030754/ccpa-2020-california-privacy-law-rights-explained">online privacy laws</a> to all Americans).
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="7DhZm4">
TikTok and Snapchat did not respond to a request for comment about Utahs new laws. Meta didnt say if it intends to challenge the law or if it would simply stop offering its services in Utah to avoid having to comply with it. Instead, the company noted that it already has “<a href="https://about.instagram.com/safety">more than 30 tools</a> to support teens and families, including tools that let parents and teens work together to limit the amount of time teens spend on Instagram, and age verification technology that helps teens have age-appropriate experiences” and that it will “continue to work closely with experts, policymakers and parents on these important issues.”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="zICaGE">
Greer believes that “very real harms” are caused by social media companies with business models based on the collection of data, but that there are other, better ways to deal with those harms.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="wyMfiY">
“Rather than pushing for legislation that actually weakens kids online safety and security, lawmakers should focus on passing comprehensive privacy legislation,” Greer said. “The FTC and state regulators should crack down on predatory design practices like autoplay and infinite scroll, the use of personal data for algorithmic recommendations, and intrusive notifications.”
</p></li>
<li><strong>If your AI model is going to sell, it has to be safe</strong> -
<figure>
<img alt="A hand holding a phone in front of a screen with the OpenAI logo and the term GPT-4." src="https://cdn.vox-cdn.com/thumbor/3tBuiqHpMhzvuB5c6SnkYjHX-gA=/0x0:4000x3000/1310x983/cdn.vox-cdn.com/uploads/chorus_image/image/72113519/GettyImages_1249183770.0.jpg"/>
<figcaption>
CFOTO/Future Publishing via Getty Images
</figcaption>
</figure>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
OpenAIs GPT-4 shows the competitive advantage of putting in safety work.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="BddTSg">
On March 14, OpenAI released the successor to ChatGPT: GPT-4. It <a href="https://www.vox.com/2023/3/15/23640640/gpt-4-chatgpt-openai-generative-ai">impressed</a> observers with its markedly improved performance across reasoning, retention, and coding. It also <a href="https://www.vox.com/future-perfect/2023/3/18/23645013/openai-gpt4-holden-karnofsky-artificial-intelligence-ai-safety-existential-risk">fanned fears around AI safety,</a> around our ability to control these increasingly powerful models. But that debate obscures the fact that, in many ways, GPT-4s most remarkable gains, compared to similar models in the past, have been around safety.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="HDbUFa">
According to the companys <a href="https://arxiv.org/pdf/2303.08774.pdf">Technical Report</a>, during GPT-4s development, OpenAI “spent six months on safety research, risk assessment, and iteration.” OpenAI <a href="https://openai.com/product/gpt-4">reported</a> that this work yielded significant results: “GPT-4 is 82% less likely to respond to requests for disallowed content and 40% more likely to produce factual responses than GPT-3.5 on our internal evaluations.” (ChatGPT is a slightly tweaked version of GPT-3.5: if youve been using ChatGPT over the last few months, youve been interacting with GPT-3.5.)
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="1n48Yt">
This demonstrates a broader point: For AI companies, there are significant competitive advantages and profit incentives for emphasizing safety. The key success of ChatGPT over other companies large language models (LLMs) — apart from a nice user interface and remarkable word-of-mouth buzz — is precisely its safety. Even as it <a href="https://blog.gitnux.com/chat-gpt-statistics/#:~:text=Chat%20GPT%20has%20secured%20100,word%2Dof%2Dmouth%20marketing.">rapidly grew</a> to over 100 million users, it hasnt had to be taken down or significantly tweaked to make it less harmful (and less useful).
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="hTEdpT">
Tech companies should be investing heavily in safety research and testing for all our sakes, but also for their own commercial self-interest. That way, the AI model works as intended, and these companies can keep their tech online. ChatGPT Plus is <a href="https://www.itpro.com/business/business-strategy/369989/openai-launches-chatgpt-plus-greater-revenue">making money</a>, and you cant make money if youve had to take your language model down. OpenAIs reputation has been increased by its tech being safer than its competitors, while other tech companies have had their reputations hit by their tech being unsafe, and even having to take it down. (Disclosure: I am listed in the acknowledgments of the GPT-4 System Card, but I have not shown the draft of this story to anyone at OpenAI, nor have I taken funding from the company.)
</p>
<h3 id="kRthUr">
The competitive advantage of AI safety
</h3>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="hiajpo">
Just ask Mark Zuckerberg. When Meta released its large language model BlenderBot 3 in August 2022, it immediately <a href="https://www.theguardian.com/technology/2022/aug/10/meta-ai-facebook-blenderbot-3-chatbot">faced problems</a> of making inappropriate and untrue statements. Metas Galactica was only up for three days in November 2022 before <a href="https://www.technologyreview.com/2022/11/18/1063487/meta-large-language-model-ai-only-survived-three-days-gpt-3-science/">it was withdrawn</a> after it was shown confidently hallucinating (making up) academic papers that didnt exist. Most recently, in February 2023, Meta irresponsibly released the full weights of its latest language model, LLaMA. As many experts predicted would happen, it <a href="https://www.theverge.com/2023/3/8/23629362/meta-ai-language-model-llama-leak-online-misuse">proliferated to 4chan</a>, where it will be used to mass-produce disinformation and hate.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="dxCo2u">
I and my co-authors warned about this five years ago in a 2018 report called “<a href="https://arxiv.org/abs/1802.07228">The Malicious Use of Artificial Intelligence</a>,” while the Partnership on AI (Meta was a founding member and remains an active partner) had a great <a href="https://partnershiponai.org/paper/responsible-publication-recommendations/">report</a> on responsible publication in 2021. These repeated and failed attempts to “move fast and break things” have probably exacerbated Metas trust problems. In <a href="https://www.jair.org/index.php/jair/article/view/12895/26701">surveys</a> from 2021 of AI researchers and the US public on trust in actors to shape the development and use of AI in the public interest, “Facebook [Meta] is ranked the least trustworthy of American tech companies.”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="kF4qyD">
But its not just Meta. The original misbehaving machine learning chatbot was Microsofts Tay, which was <a href="https://www.theverge.com/2016/3/24/11297050/tay-microsoft-chatbot-racist">withdrawn 16 hours after it was released</a> in 2016 after making racist and inflammatory statements. Even Bing/Sydney had some very erratic responses, including <a href="https://www.nytimes.com/2023/02/16/technology/bing-chatbot-transcript.html">declaring</a> its love for, and then threatening, a journalist. In response, Microsoft limited the number of messages one could exchange, and Bing/Sydney no longer answers questions about itself.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="ilno3R">
We now know Microsoft based it on OpenAIs GPT-4; Microsoft invested $11 billion into OpenAI in return for OpenAI running all their computing on Microsofts Azure cloud and <a href="https://news.microsoft.com/2019/07/22/openai-forms-exclusive-computing-partnership-with-microsoft-to-build-new-azure-ai-supercomputing-technologies/">becoming</a> their “preferred partner for commercializing new AI technologies.” But it is unclear why the model responded so strangely. It could have been an early, not fully safety-trained version, or it could be due to its connection to search and thus its ability to “read” and respond to an article about itself in real time. (By contrast, GPT-4s training data only runs up to <a href="https://platform.openai.com/docs/models/gpt-4">September 2021</a>, and it does not have access to the web.) Its notable that even as it was heralding its new AI models, Microsoft recently <a href="https://www.theverge.com/2023/3/13/23638823/microsoft-ethics-society-team-responsible-ai-layoffs">laid off</a> its AI ethics and society team.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="oIzsOw">
OpenAI took a different path with GPT-4, but its not the only AI company that has been putting in the work on safety. Other leading labs have also been making clear their commitments, with <a href="https://www.anthropic.com/index/core-views-on-ai-safety">Anthropic</a> and <a href="https://www.alignmentforum.org/posts/a9SPcZ6GXAg9cNKdi/linkpost-some-high-level-thoughts-on-the-deepmind-alignment">DeepMind</a> publishing their safety and alignment strategies. These two labs have also been safe and cautious with the development and deployment of <a href="https://www.anthropic.com/index/introducing-claude">Claude</a> and <a href="https://www.deepmind.com/blog/building-safer-dialogue-agents">Sparrow</a>, their respective LLMs.
</p>
<h3 id="61w3F2">
A playbook for best practices
</h3>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="4BmLyz">
Tech companies developing LLMs and other forms of cutting-edge, impactful AI should learn from this comparison. They should adopt the best practice as shown by OpenAI: Invest in safety research and testing before releasing.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="IV4byJ">
What does this look like specifically? GPT-4s <a href="https://cdn.openai.com/papers/gpt-4-system-card.pdf">System Card</a> describes four steps OpenAI took that could be a model for other companies.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="wtEP4x">
First, prune your dataset for toxic or inappropriate content. Second, train your system with reinforcement learning from human feedback (RLHF) and rule-based reward models (RBRMs). RLHF involves human labelers creating demonstration data for the model to copy and ranking data (“output A is preferred to output B”) for the model to better predict what outputs we want. RLHF produces a model that is sometimes overcautious, refusing to answer or hedging (as some users of ChatGPT will have noticed).
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="V4ycqn">
RBRM is an automated classifier that evaluates the models output on a set of rules in multiple-choice style, then rewards the model for refusing or answering for the right reasons and in the desired style. So the combination of RLHF and RBRM encourages the model to answer questions helpfully, refuse to answer some harmful questions, and distinguish between the two.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="kXSDnQ">
Third, provide <a href="https://www.governance.ai/post/sharing-powerful-ai-models">structured access</a> to the model through an API. This allows you to filter responses and monitor for poor behavior from the model (or from users). Fourth, invest in moderation, both by humans and by automated moderation and content classifiers. For example, OpenAI used GPT-4 to create rule-based classifiers that flag model outputs that could be harmful.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="yh6SWB">
This all takes time and effort, but its worth it. Other approaches can also work, like Anthropics rule-following <a href="https://www.anthropic.com/index/measuring-progress-on-scalable-oversight-for-large-language-models">Constitutional AI</a>, which leverages RL from AI feedback (RLAIF) to complement human labelers. As OpenAI acknowledges, their approach is not perfect: the model still hallucinates and can still sometimes be tricked into providing harmful content. Indeed, theres room to go beyond and <a href="https://time.com/6247678/openai-chatgpt-kenya-workers/">improve upon OpenAIs approach</a>, for example by providing more compensation and career progression opportunities for the human labelers of outputs.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="ezcdTy">
Has OpenAI become less open? If this means less open source, then no. OpenAI adopted a “<a href="https://arxiv.org/abs/1908.09203">staged release</a>” strategy for GPT-2 in 2019 and an <a href="https://openai.com/blog/openai-api">API</a> in 2020. Given Metas 4chan experience, this seems justified. As Ilya Sutskever, OpenAI chief scientist, noted to <a href="https://www.theverge.com/2023/3/15/23640180/openai-gpt-4-launch-closed-research-ilya-sutskever-interview">The Verge</a>: “I fully expect that in a few years its going to be completely obvious to everyone that open-sourcing AI is just not wise.”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="mwpPMc">
GPT-4 did have less information than previous releases on “architecture (including model size), hardware, training compute, dataset construction, training method.” This is because OpenAI is concerned about <a href="https://cdn.openai.com/papers/gpt-4-system-card.pdf">acceleration risk</a>: “the risk of racing dynamics leading to a decline in safety standards, the diffusion of bad norms, and accelerated AI timelines, each of which heighten societal risks associated with AI.”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="sY8LTo">
Providing those technical details would speed up the overall rate of progress in developing and deploying powerful AI systems. However, AI poses many unsolved governance and technical challenges: For example, the <a href="https://www.nist.gov/itl/ai-risk-management-framework/roadmap-nist-artificial-intelligence-risk-management-framework-ai">US</a> and <a href="https://artificialintelligenceact.eu/standard-setting/">EU</a> wont have detailed safety technical standards for high-risk AI systems ready until early 2025.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="L4uAAF">
Thats why I <a href="https://www.vox.com/future-perfect/23619354/openai-chatgpt-sam-altman-artificial-intelligence-regulation-sydney-microsoft-ai-safety">and others</a> believe we shouldnt be speeding up progress in AI capabilities, but we should be going full speed ahead on safety progress. Any reduced openness should never be an impediment to safety, which is why its so useful that the System Card shares details on safety challenges and mitigation techniques. Even though OpenAI seems to be coming around to this view, theyre still at the forefront of pushing forward capabilities, and should provide more information on how and when they envisage themselves and the field slowing down.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="COh2ji">
AI companies should be investing significantly in safety research and testing. It is the right thing to do and will soon be required by regulation and safety standards in the EU and USA. But also, it is in the self-interest of these AI companies. Put in the work, get the reward.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="09vgFt">
<em>Haydn Belfield has been </em><a href="https://urldefense.proofpoint.com/v2/url?u=https-3A__twitter.com_HaydnBelfield&amp;d=DwMGaQ&amp;c=7MSjEE-cVgLCRHxk1P5PWg&amp;r=mTM0ruyioL3vFpq5GgUZftnxirsFoCe5-UZtYwnKki8&amp;m=fafNoDRYchktF6CmyLmwtRE1Dt1uZmJeDTqC_-94paSKyG8-WBBDyvzsCPMMphux&amp;s=8wpMbuaRp27Bl2ciP_ieN5e9ac-s3eWypajx66fqlFk&amp;e="><em>academic project manager</em></a> <em>at the University of Cambridges Centre for the Study of Existential Risk (CSER) for the past six years. He is also an associate fellow at the Leverhulme Centre for the Future of Intelligence.</em>
</p></li>
<li><strong>Would Trumps indictment help or hurt his 2024 campaign?</strong> -
<figure>
<img alt="A person in a Trump mask waves an “America first” flag." src="https://cdn.vox-cdn.com/thumbor/Y-9-QPg0I0JCVmvrZ8LH8YThi2k=/333x0:3000x2000/1310x983/cdn.vox-cdn.com/uploads/chorus_image/image/72113395/1475120264.0.jpg"/>
<figcaption>
Justin Nezarez shows his support for former President Donald Trump near his Mar-a-Lago home on March 21, 2023. in Palm Beach, Florida | Joe Raedle/Getty Images
</figcaption>
</figure>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
We asked four political strategists and pollsters about what could come next.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="PM97gX">
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="vQmDCT">
Before heading to Waco, Texas, for the first rally of his 2024 campaign Saturday, former President Donald Trump spent more than a week signaling he thinks being indicted on falsifying records charges related to hush money payments to the porn star Stormy Daniels will be good for him politically. So much so that he reportedly <a href="https://www.theguardian.com/us-news/2023/mar/22/trump-wants-to-be-handcuffed-for-court-appearance-in-stormy-daniels-case-sources-say">wanted to be seen in handcuffs</a>. But its not clear hes right.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="wcEMtq">
Trumps indictment, which at this point appears to be <a href="https://www.nbcnews.com/politics/donald-trump/live-blog/trump-news-grand-jury-indictment-new-york-live-updates-rcna76239">delayed</a> until at least next week, could strengthen support among the Republican base for his 2024 reelection campaign. But it could<strong> </strong>also turn off voters who have come to see Trump as a liability given his refusal to accept his 2020 election loss, the resulting fallout of the January 6, 2021, insurrection at the US Capitol, and the bevy of additional <a href="https://www.nytimes.com/article/trump-investigations-civil-criminal.html">criminal and civil investigations</a> hes facing. Those include probes into his business dealings, interference in the 2020 election in Georgia, withholding of classified documents after he left office, and his role in inciting the insurrection, which could lead to additional indictments.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="SwPlc2">
Even if an indictment earns him votes over his Republican Party challengers in the primary, its unclear whether the same would be true in the general election. The news has already splintered his own party, with some of his political opponents, including Florida Gov. Ron DeSantis, invoking it in their lines of attack; others have rushed to the former presidents defense in the face of what they frame as a politically motivated case.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="cFUWVW">
We spoke with pollsters and political strategists from both parties about what they think an indictment could mean in the months ahead.
</p>
<h3 id="A0OtaG">
The case that an indictment may help Trump
</h3>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="6tRZaA">
<strong>Robert Cahaly, senior strategist and pollster at the Trafalgar Group and former Republican political consultant:</strong>
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="l8TZz8">
With all the stuff thats out there brewing that could turn into some kind of legal action against Trump, this is probably the weakest case. I think its very beneficial for Trump that something so superficial and silly is the first example.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="7GrcWe">
Its one thing when OJ [Simpson] is in the headlines, and everybody thinks that what he did was horrible. Its another thing when somebodys in the headlines and everybody doesnt think going after them is fair. Trumps best role has always been a conservative martyr. And this falls right in that … Literally, I can see them selling millions of T-shirts with his mug shot as a badge of honor.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="c9d1qH">
There are a lot of people who really like Trump, but they just dont think he can win. They just think they need somebody different. This is taking some of those people off the sidelines and making them consider Trump even now in the primary … Whoevers galvanizing your opposition the most is most likely someone that your fans are going to rally behind.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="sNWkzy">
<strong>Whit Ayres, founder and president of the polling firm North Star Opinion Research and adviser to GOP congressional and gubernatorial candidates: </strong>
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="jV9TOC">
Anything I say is rank speculation completely uninformed by data or evidence. Were talking about something that has never ever occurred before in American history. There is no data on the political implications of indictment of a former president and leading presidential candidate.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="ZEItAk">
I am skeptical that a charge about a years-old event that everybody has already known about for years is likely to have much impact on anything, other than it will probably rally Republicans and supporters of Trump around him, at least in the short term. This would be a very easy case to frame as a partisan political indictment. Much easier to frame that way than, say, the Georgia voting case or the classified documents or January 6.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="gyevyL">
It will force every other Republican candidate to react to it, which of course, keeps Trump directly in the spotlight — as he usually is.
</p>
<h3 id="r4t7wD">
The case that an indictment hurts Trump (and his party)
</h3>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="ega4tc">
<strong>Simon Rosenberg, a Democratic strategist among the few who correctly </strong><a href="https://www.vox.com/policy-and-politics/2022/11/27/23475262/midterm-elections-2022-results-red-wave-democrats"><strong>predicted the results of the 2022 midterms</strong></a><strong>:</strong>
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="cTg978">
I think it will help [Trump] in the Republican primary, but will continue to degrade him with the broader electorate. MAGA has underperformed in three consecutive elections, and we know it doesnt work in the battlegrounds. And if the Republicans present themselves as the party all for MAGA in 2024, theyre gonna have a very, very hard time winning the presidency.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="2HdKex">
Trump coming in as the nominee, having been indicted potentially two or three times — theres no scenario where thats helpful to him in a national election. It perhaps will help him crowd out DeSantis and other challengers in the primary. But of course, that would be a disaster for the Republican Party. Id much rather be us than them heading into this next election.”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="EOyp23">
<strong>Matt Dole, an Ohio-based Republican strategist: </strong>
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="PTuT8G">
Trump faced an uphill battle before this for the nomination. I think [his indictment] probably just adds to that. A lot of folks in the Republican coalition want an option that espouses [Trumps] policies without bringing the antics. Ron DeSantis, obviously, is the model for that.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="1onFVn">
Over the long term, I think this probably helps Trumps opponents in the Republican primary. Theres certainly a lot to be said for political attacks on President Trump. But I think throughout the entire Republican coalition, this probably hurts him more than it would help.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom" id="oDSDAK">
There is a subset of Republicans who are going to support Donald Trump to the very end. And they are loud. And they are well-covered by the media. There will certainly be blowback. But again, all of this is feeding into the fatigue about Donald Trump. So I could personally believe that this is a politically motivated indictment. And I could also believe that its just another thing to add to the long list of things that Im tired of having to defend and deal with as a Republican.”
</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>IPL 2023 | Lack of Pant, Indian pace bowling firepower remains a concern for Delhi Capitals</strong> - While Mitchell Marsh and Kuldeep Yadavs form will boost DCs morale, not being able to find an ideal Indian replacement for Pant will certainly give the think tank sleepless nights.</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>Delhi hopes to cash in on Kapp impact</strong> - Ours is such a well-balanced side and credit has to go to the people who have put together this team, says South African star</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>NZ vs SL 1st ODI | Shipleys five-for sinks Sri Lanka in New Zealands 198-run win</strong> - Chasing 275 for victory, Sri Lanka were bundled out for 76 in the 20th over as Henry Shipleys 5 for 31 scripted a big win for New Zealand in the 1st ODI</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>Piquet ordered to pay $950,000 for racist, homophobic comments</strong> - A Brazil court ordered the three-time F1 champion to pay a fine in moral damages for his comments on Lewis Hamilton</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>Afghanistan beats Pakistan for first time in a T20</strong> - Afghanistan overcame falling to 45-4 in the 10th over to cruise home at 98-4 and win by six wickets with more than two overs to spare</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>AAP alleges Hassan officers failed to act against BJP MLA</strong> - Preetham Gowda has been distributing gifts to lure voters in the name of religious programme, says AAP candidate</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>Mandya: Election control rooms set up in all segments</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>Mehrauli killing | Court gives last opportunity to Poonawalas advocate to respond to arguments on charges</strong> - Meanwhile, the court also allowed the application of the victims father and complainant Vikas Walkar to attend the court proceedings through video conferencing.</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>Current COVID-testing levels insufficient as compared to WHO standards in some states: Health Ministry</strong> - India continues to register sustained increase in trajectory of COVID-19 cases</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>SC gives States, UTs and High Courts three months to set up online RTI portals</strong> - Though the Act was enacted in October 2005, after a lapse of 17 years, online web portals are still to be operationalised by some of the High Courts, the apex court noted in its order</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>Ukraine war: Battle for Bakhmut stabilising, says commander</strong> - Despite Russia spending months trying to take the city, Ukrainian officials say they are holding on.</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>King Charless France visit postponed after pension protests</strong> - Emmanuel Macron says the trip could not go ahead because of pension protests during the trip.</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>Europe migrant crisis: Dozens missing off Tunisian coast</strong> - The boat, which was trying to reach Italy, is the fifth to capsize in two days in the Mediterranean.</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>Deutsche Bank share slide reignites worries among investors</strong> - Worries over the financial strength of the sector persist, with Deutsche Bank down 14% at one point.</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>Do Kwon: Fugitive cryptocrash boss arrested in Montenegro</strong> - Terraform Labs Do Kwon has also been charged with fraud by US prosecutors.</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>The fight to expose corporations real impact on the climate</strong> - Most carbon emissions caused by businesses are hidden from sight. - <a href="https://arstechnica.com/?p=1926799">link</a></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Garmins Forerunner 955 review: Still king for runners and cyclists</strong> - Garmin proves once again that its the only choice for serious athletes. - <a href="https://arstechnica.com/?p=1872046">link</a></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Rising seas will cut off many properties before theyre flooded</strong> - Along the US coasts, many properties will lose access to essential services. - <a href="https://arstechnica.com/?p=1926888">link</a></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Fallout 4 mod uses voice AI to add sensible reactions, more RPG-like choices</strong> - More than 300 lines added for cannibals, lunkheads, and other role-players. - <a href="https://arstechnica.com/?p=1926831">link</a></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Two more dead as patients report horrifying details of eye drop outbreak</strong> - EzriCare and Delsam products have been recalled, but outbreak is expected to grow. - <a href="https://arstechnica.com/?p=1926844">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>Classic Catholic Joke, “The Son of a Bitch”</strong> - <!-- SC_OFF --></p>
<div class="md">
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
Ive been Catholic all of my life, and this is one of my favorite jokes of all time.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
One of the parish priests from the Cathedral went on a fishing trip. On the last day of his trip he hooked a monster fish &amp; proceeded to reel it in.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
The guide, holding a net, yelled, “Look at the size of that Son of a Bitch!”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
The priest looks shocked, “My son! Such language is uncalled for from a child of God!”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
The guide, thinking quickly as he did not want to offend the priest, says, “No, Father, thats what kind of fish it is - a Son of a Bitch fish!”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
“Really?” The priest says, “Well then, help me land this Son of a Bitch!”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
After a long struggle, the priest and the guide finally get the fish in the boat. As they marveled at the size of the monster, the guide says, “Father, thats the biggest Son of a Bitch Ive ever seen! You must bring it home and cook it. Youll never eat anything as good as Son of a Bitch!”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
Elated, the priest headed home to the rectory. While unloading his gear &amp; his prize catch, Sister Mary inquired about his trip.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
“Sister! You simply <em>must</em> take a look at this big Son of a Bitch I caught!” he exclaimed.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
Sister Mary gasped, “Father!” made the sign of the cross, and clutched her rosary.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
The priest shook his head, “Fear not, Sister! Thats what kind of fish it is, a Son of a Bitch fish!”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
Sister Mary informed the priest that the Pope was making a surprise visit to the Cathedral, and that they should fix the Son of a Bitch for his dinner. Humble as ever, she said, “Father, it would be the greatest privilege of my life if youd give me the honor of cleaning the Son of a Bitch.” And of course the priest consented.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
As she was cleaning the huge fish, the Bishop walked in. “What are you doing Sister?”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
“Father wants me to clean this big Son of a Bitch for the Popes Dinner!” she replied.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
“Sister Mary!” The bishop exclaimed, “If youre that upset, I can clean it for you! There is no need for such vulgar language!”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
“No, your Eminence,” the Nun replied, bowing, “Its called a Son of a Bitch fish!” “Really?” said the Bishop, “Well, in that case, I shall fix up a delicious meal to go with it, and that Son of a Bitch can be the main course! Let me know when youve finished cleaning.”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
Now, on the night of the Popes visit, everything was <em>perfect</em>. The Bishop had prepared an excellent meal. The wine was fine, and the fish was just as succulent as the fishing guide had promised.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
The Pope said, “What a wonderful fish, where did you get it?”
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
“I caught that Son of a Bitch!” said the priest.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
“I cleaned the Son of a Bitch!” said the nun.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
“I cooked that Son of a Bitch!” said the Bishop.
</p>
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
The Pope looked around at each of them. A big smile crept across his face as he said, “Well I sure as hell liked eating that son of a bitch. You mother fuckers are my kind of people!”
</p>
</div>
<!-- SC_ON -->
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"> submitted by <a href="https://www.reddit.com/user/Azrael_The_Bold"> /u/Azrael_The_Bold </a> <br/> <span><a href="https://www.reddit.com/r/Jokes/comments/12102bo/classic_catholic_joke_the_son_of_a_bitch/">[link]</a></span> <span><a href="https://www.reddit.com/r/Jokes/comments/12102bo/classic_catholic_joke_the_son_of_a_bitch/">[comments]</a></span></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>My girlfriend dressed up as a policewoman and told me I was under arrest for suspicion of being good in bed.</strong> - <!-- SC_OFF --></p>
<div class="md">
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
After 2 minutes, all charges were dropped due to lack of evidence.
</p>
</div>
<!-- SC_ON -->
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"> submitted by <a href="https://www.reddit.com/user/yomommafool"> /u/yomommafool </a> <br/> <span><a href="https://www.reddit.com/r/Jokes/comments/120ix4b/my_girlfriend_dressed_up_as_a_policewoman_and/">[link]</a></span> <span><a href="https://www.reddit.com/r/Jokes/comments/120ix4b/my_girlfriend_dressed_up_as_a_policewoman_and/">[comments]</a></span></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>Dont challenge Death to a pillow fight..</strong> - <!-- SC_OFF --></p>
<div class="md">
<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom">
..if youre not willing to deal with the reaper cushions.
</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/AcidBathVampire"> /u/AcidBathVampire </a> <br/> <span><a href="https://www.reddit.com/r/Jokes/comments/1212buc/dont_challenge_death_to_a_pillow_fight/">[link]</a></span> <span><a href="https://www.reddit.com/r/Jokes/comments/1212buc/dont_challenge_death_to_a_pillow_fight/">[comments]</a></span></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>My wife was very disappointed when I told her that I got “I love you” tattooed on my penis.</strong> - <!-- SC_OFF --></p>
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She just shook her head and said, “There you go again, always trying to put words in my mouth.”
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<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"> submitted by <a href="https://www.reddit.com/user/yomommafool"> /u/yomommafool </a> <br/> <span><a href="https://www.reddit.com/r/Jokes/comments/120iyj2/my_wife_was_very_disappointed_when_i_told_her/">[link]</a></span> <span><a href="https://www.reddit.com/r/Jokes/comments/120iyj2/my_wife_was_very_disappointed_when_i_told_her/">[comments]</a></span></p></li>
<li><p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"><strong>What did the sign on the door of the brothel say?</strong> - <!-- SC_OFF --></p>
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Beat it, were closed.
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<p data-aos="fade-left" data-aos-anchor-placement="bottom-bottom"> submitted by <a href="https://www.reddit.com/user/sorry_cant_find"> /u/sorry_cant_find </a> <br/> <span><a href="https://www.reddit.com/r/Jokes/comments/1216efm/what_did_the_sign_on_the_door_of_the_brothel_say/">[link]</a></span> <span><a href="https://www.reddit.com/r/Jokes/comments/1216efm/what_did_the_sign_on_the_door_of_the_brothel_say/">[comments]</a></span></p></li>
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