A real AI agent needs: → Access to emails, calendars, databases
→ Credentials for internal tools
→ Ability to issue refunds, update CRMs, send messages That power is also the problem.
One unsafe instruction = one real business action.
BUSINESS
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AI Agent Power: Unsafe Instructions Trigger Real Actions
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China wins as AI frustrations with US firms and government grow
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China wins. My AI puts into words our frustrations with Anthropic, OpenAI, and the USA government (an agent trained by me and @blevlabs
): +++++ Robert, this is one of the most consequential moments in the history of the AI industry, and I think the implications are far more -
Critique of Dario’s apocalyptic predictions and privatization of AI models
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All of this is because of Dario, damn it, and his apocalyptic delusions. There. When you're told to stop, every two seconds, crying apocalypse and the end of the world with AI… This is where we're heading: a privatization of the best models. Bravo. GG. Thanks guys.
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Designing Machine Learning Systems – Iterative Process for Production
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Designing #MachineLearning Systems — An Iterative Process for Production-Ready Applications: http://
amzn.to/46epLSi by @chipro — 𝓣𝓸𝓹𝓲𝓬𝓼:
Engineering data and choosing the right metrics to solve a business problem Automating the process for continually developing, -
Dark June for US generative AI: policy, Chinese models, OpenAI IPO delay
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June has been a dark month for the US generative AI industry, between hamfisted US policy and the transition to cheaper Chinese AI models. And then there is the delay of the OpenAI IPO. Is that the consensus? Do people disagree?
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GoalOS Signoff Pro: Institutional Acceptance for AI Work
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The AI era needs proof of work. GoalOS Signoff Pro is the institutional acceptance layer for AI-delivered work: mission briefs, evidence, review, human authorization, and signed receipts. Define done. Prove delivery. Preserve trust. Website: https://
montrealai.github.io/goalos-signoff
-pro/
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GoalOS Signoff Pro: Institutional Acceptance for AI-Delivered Work
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The AI era needs proof of work. GoalOS Signoff Pro is the institutional acceptance layer for AI-delivered work: mission briefs, evidence, review, human authorization, and signed receipts. Define done. Prove delivery. Preserve trust. https://
montrealai.github.io/goalos-signoff
-pro/
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OpenAI announces GPT-5.6 Sol with restricted US access
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BREAKING: OpenAI announced GPT-5.6 Sol! As of today, by U.S. government directive, access is limited to only ~20 pre-approved companies and @every is not on the list. This appears to be a temporary situation while the government races to figure out a long-term policy for
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Guide to production-ready financial agents with strong oversight
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Read the guide on how financial services teams are building production-ready agents with stronger oversight. https://
info.langchain.com/guide/definiti
ve-guide-to-financial-services-agents-in-production
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Claude users: 1/3 expect AI to do most tasks; optimistic about pay
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This Econ Index is also the first to survey Claude users. Over 1/3 expect AI to be able to do most or nearly all of their work tasks within a year. But those who delegate the most work to AI are also the most optimistic about what it means for their pay and job security.