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LLMs<br><br><a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/AI" target="_blank">#AI</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/AI" target="_blank">#AI</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/research" target="_blank">#research</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/AI," target="_blank">#AI,</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/ML" target="_blank">#ML</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/and" target="_blank">#and</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Deep" target="_blank">#Deep</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Learning" target="_blank">#Learning</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/chain" target="_blank">#chain</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/of" target="_blank">#of</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/thought" target="_blank">#thought</a><br><br><a href="https://venturebeat.com/ai/llms-generate-fluent-nonsense-when-reasoning-outside-their-training-zone/" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=9DPg0Cvof6c0xmMqmLMBBn0Bph2&amp;interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>
AIagent.at 🤖 AI, GenAI, AGI<p>»Google Gemini can now read your Docs aloud« <a href="https://www.theverge.com/news/761920/google-docs-gemini-ai-read-aloud?AIagent.at" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">theverge.com/news/761920/googl</span><span class="invisible">e-docs-gemini-ai-read-aloud?AIagent.at</span></a> <a href="https://defcon.social/tags/AIagent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIagent</span></a> <a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://defcon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://defcon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://defcon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://defcon.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenAI</span></a></p>
AIagent.at 🤖 AI, GenAI, AGI<p>»Google announced the next step in its nuclear energy plans&nbsp;« <a href="https://www.theverge.com/news/761809/nuclear-energy-google-ai-advanced-reactor-kairos-tva-electricity-utility?AIagent.at" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">theverge.com/news/761809/nucle</span><span class="invisible">ar-energy-google-ai-advanced-reactor-kairos-tva-electricity-utility?AIagent.at</span></a> <a href="https://defcon.social/tags/AIagent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIagent</span></a> <a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://defcon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://defcon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://defcon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://defcon.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenAI</span></a></p>
AIagent.at 🤖 AI, GenAI, AGI<p>»Microsoft employees occupy headquarters in protest of Israel contracts« <a href="https://www.theverge.com/ai-artificial-intelligence/761731/pro-palestinian-protests-microsoft-headquarters-redmond-washington-no-azure-tech-for-apartheid?AIagent.at" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">theverge.com/ai-artificial-int</span><span class="invisible">elligence/761731/pro-palestinian-protests-microsoft-headquarters-redmond-washington-no-azure-tech-for-apartheid?AIagent.at</span></a> <a href="https://defcon.social/tags/AIagent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIagent</span></a> <a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://defcon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://defcon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://defcon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://defcon.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenAI</span></a></p>
AIagent.at 🤖 AI, GenAI, AGI<p>»Meta is shaking up its AI org, again« <a href="https://techcrunch.com/2025/08/19/meta-is-shaking-up-its-ai-org-again/?AIagent.at" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">techcrunch.com/2025/08/19/meta</span><span class="invisible">-is-shaking-up-its-ai-org-again/?AIagent.at</span></a> <a href="https://defcon.social/tags/AIagent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIagent</span></a> <a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://defcon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://defcon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://defcon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://defcon.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenAI</span></a></p>
AIagent.at 🤖 AI, GenAI, AGI<p>»Meta’s AI translation tool can dub your Instagram videos« <a href="https://www.theverge.com/news/761665/meta-ai-translation-facebook-instagram-reels?AIagent.at" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">theverge.com/news/761665/meta-</span><span class="invisible">ai-translation-facebook-instagram-reels?AIagent.at</span></a> <a href="https://defcon.social/tags/AIagent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIagent</span></a> <a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://defcon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://defcon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://defcon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://defcon.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenAI</span></a></p>
AIagent.at 🤖 AI, GenAI, AGI<p>»Meta rolls out AI-powered translations to creators globally, starting with English and Spanish« <a href="https://techcrunch.com/2025/08/19/meta-rolls-out-ai-powered-translations-to-creators-globally-starting-with-english-and-spanish/?AIagent.at" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">techcrunch.com/2025/08/19/meta</span><span class="invisible">-rolls-out-ai-powered-translations-to-creators-globally-starting-with-english-and-spanish/?AIagent.at</span></a> <a href="https://defcon.social/tags/AIagent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIagent</span></a> <a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://defcon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://defcon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://defcon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://defcon.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenAI</span></a></p>
AIagent.at 🤖 AI, GenAI, AGI<p>»Your next customer is on the TechCrunch Disrupt 2025 expo floor — will they find you or your competitor?« <a href="https://techcrunch.com/2025/08/15/your-next-customer-is-on-the-techcrunch-disrupt-2025-expo-floor-will-they-find-you-or-your-competitor/?AIagent.at" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">techcrunch.com/2025/08/15/your</span><span class="invisible">-next-customer-is-on-the-techcrunch-disrupt-2025-expo-floor-will-they-find-you-or-your-competitor/?AIagent.at</span></a> <a href="https://defcon.social/tags/AIagent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIagent</span></a> <a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://defcon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://defcon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://defcon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://defcon.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenAI</span></a></p>
Alexis Watson<p>I just saw a take on vibe coding to the effect of, "there's such a bias toward perfection, it's considered a sin when you commit something without tests passing."</p><p>And it's super easy for engineers to laugh this stuff off or roll their eyes, but let's break down what's actually going on. 🧵 </p><p><a href="https://kind.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://kind.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://kind.social/tags/llm" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>llm</span></a> <a href="https://kind.social/tags/VibeCoding" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>VibeCoding</span></a> <a href="https://kind.social/tags/engineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>engineering</span></a> <a href="https://kind.social/tags/devops" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>devops</span></a></p>
AIagent.at 🤖 AI, GenAI, AGI<p>»Microsoft Excel adds Copilot AI to help fill in spreadsheet cells« <a href="https://www.theverge.com/news/761338/microsoft-excel-ai-copilot-spreadsheet-cell-filling?AIagent.at" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">theverge.com/news/761338/micro</span><span class="invisible">soft-excel-ai-copilot-spreadsheet-cell-filling?AIagent.at</span></a> <a href="https://defcon.social/tags/AIagent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIagent</span></a> <a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://defcon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://defcon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://defcon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://defcon.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenAI</span></a></p>
LLMsThe Hidden Risks of External AI Models and How Businesses can Mitigate Them As AI adoption accelerates, businesses face hidden risks from third-party models like ChatGPT and Claude, including data ...<br><br><a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/AI" target="_blank">#AI</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/and" target="_blank">#and</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/ML" target="_blank">#ML</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/in" target="_blank">#in</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Security" target="_blank">#Security</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Cybersecurity" target="_blank">#Cybersecurity</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Security" target="_blank">#Security</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Awareness" target="_blank">#Awareness</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Security" target="_blank">#Security</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Boulevard" target="_blank">#Boulevard</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/(Original)" target="_blank">#(Original)</a><br><br><a href="https://securityboulevard.com/2025/08/the-hidden-risks-of-external-ai-models-and-how-businesses-can-mitigate-them/?utm_source=rss&amp;utm_medium=rss&amp;utm_campaign=the-hidden-risks-of-external-ai-models-and-how-businesses-can-mitigate-them" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=45yTJkuk4yl8OjWveZNejxREHZY&amp;interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>
blub<p>Oh <a href="https://norden.social/tags/frigate" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>frigate</span></a> kann nun auch <a href="https://norden.social/tags/V%C3%B6gel" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Vögel</span></a> im Kameravideo erkennen 😍 <br><a href="https://github.com/blakeblackshear/frigate/releases/tag/v0.16.0" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">github.com/blakeblackshear/fri</span><span class="invisible">gate/releases/tag/v0.16.0</span></a></p><p><a href="https://norden.social/tags/birds" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>birds</span></a> <a href="https://norden.social/tags/birding" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>birding</span></a> <a href="https://norden.social/tags/ornithologie" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ornithologie</span></a> <a href="https://norden.social/tags/ml" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ml</span></a> <a href="https://norden.social/tags/cv" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cv</span></a></p>
AIagent.at 🤖 AI, GenAI, AGI<p>»It’s Google’s turn to convince us to care about AI on our phones« <a href="https://www.theverge.com/tech/760372/made-by-google-2025-pixel-10-gemini?AIagent.at" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">theverge.com/tech/760372/made-</span><span class="invisible">by-google-2025-pixel-10-gemini?AIagent.at</span></a> <a href="https://defcon.social/tags/AIagent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIagent</span></a> <a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://defcon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://defcon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://defcon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://defcon.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenAI</span></a></p>
LLMsContext Engineering: Bringing Engineering Discipline to Prompts—Part 2 The following is Part 2 of 3 from Addy Osmani’s original post “Context Engineering: Bringing Engineering Discipline to P...<br><br><a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/AI" target="_blank">#AI</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/&amp;" target="_blank">#&amp;</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/ML" target="_blank">#ML</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Commentary" target="_blank">#Commentary</a><br><br><a href="https://www.oreilly.com/radar/context-engineering-bringing-engineering-discipline-to-prompts-part-2/" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=2vjw18N3DFepZ3X1WIerRzADdhY&amp;interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>
AIagent.at 🤖 AI, GenAI, AGI<p>»AI crawler Firecrawl raises $14.5M, is still looking to hire agents as employees« <a href="https://techcrunch.com/2025/08/19/ai-crawler-firecrawl-raises-14-5m-is-still-looking-to-hire-agents-as-employees/?AIagent.at" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">techcrunch.com/2025/08/19/ai-c</span><span class="invisible">rawler-firecrawl-raises-14-5m-is-still-looking-to-hire-agents-as-employees/?AIagent.at</span></a> <a href="https://defcon.social/tags/AIagent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIagent</span></a> <a href="https://defcon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://defcon.social/tags/ML" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ML</span></a> <a href="https://defcon.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://defcon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> <a href="https://defcon.social/tags/GenAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenAI</span></a></p>
LLMsThe Hidden Risks of External AI Models and How Businesses can Mitigate Them As AI adoption accelerates, businesses face hidden risks from third-party models like ChatGPT and Claude, including data ...<br><br><a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/AI" target="_blank">#AI</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/and" target="_blank">#and</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/ML" target="_blank">#ML</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/in" target="_blank">#in</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Security" target="_blank">#Security</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Cybersecurity" target="_blank">#Cybersecurity</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Security" target="_blank">#Security</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Awareness" target="_blank">#Awareness</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Security" target="_blank">#Security</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Boulevard" target="_blank">#Boulevard</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/(Original)" target="_blank">#(Original)</a><br><br><a href="https://securityboulevard.com/2025/08/the-hidden-risks-of-external-ai-models-and-how-businesses-can-mitigate-them/?utm_source=rss&amp;utm_medium=rss&amp;utm_campaign=the-hidden-risks-of-external-ai-models-and-how-businesses-can-mitigate-them" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=5x7Sj2v3HXON8XCKq7U7tZdVuz2&amp;interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>
Replied in thread

Logistic regression may be used for classification.

In order to preserve the convex nature for the loss function, a log-loss cost function has been designed for logistic regression. This cost function extremes at labels True and False.

The gradient for the loss function of logistic regression comes out to have the same form of terms as the gradient for the Least Squared Error.

More: baeldung.com/cs/gradient-desce

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