Commonwealth of Pennsylvania releases comprehensive recommendations on AI adoption and use: https://
linkedin.com/posts/ctkraft_
pa-ai-recommendations-ugcPost-7428286689254563840-kZBf
… (Download 389-page PDF report )
REGULATION
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Pennsylvania releases 389-page AI adoption recommendations
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Smart Metrics and Governance: Curbing Metric Gaming in AI
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Smart metrics don't just measure performance, they shape behavior. If we're deploying #AI across the enterprise, we need guardrails against metric gaming from day one. Governance isn't a brake on innovation, it's what makes transformation durable. Especially as agentic systems
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Domino Data Lab Supports U.S. Government AI Innovation
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This Presidents Day, we honor the leadership and innovation that move our country forward. Domino Data Lab is proud to support U.S. government and defense teams developing secure, scalable AI capabilities. #PresidentsDay #AI #PublicSector #DefenseInnovation
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AI21 Labs Promotes Reliable and Compliant AI Agents
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Dear AI agent,
— AI21 Labs (@AI21Labs) 16 février 2026
Please don’t get creative with our Q4 reports. We might go to jail.
Your Finance team.
👉 Build Boring AI Agents with us: https://t.co/du9QEO16pB pic.twitter.com/CJx9TGA3h2Dear AI agent,
Please don't get creative with our Q4 reports. We might go to jail.
Your Finance team. Build Boring AI Agents with us:
https://ai21.com/boring-agents/?utm_source=org-twitter
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Sam Altman integrity concerns: lack of accountability addressed
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I have outlined in detail my concerns about Sam’s integrity, e..g, in an article in the Guardian, and a tweet to him that he chose not to reply on. I don’t think he deserves a free pass on this.
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OpenClaw Will Drive Demand for Stronger Human Verification Methods
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openclaw is going to accelerate the need for better and robust human verification
→ View original post on X — @soumithchintala, 2026-02-15 01:46 UTC
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Agentic AI: Autonomy, Guardrails, and Multi-Agent Architecture
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Chatbot ≠ Agentic.
— Dr. Debashis Dutta (@debashis_dutta) 14 février 2026
RPA ≠ Agentic.
RAG ≠ Agentic.
Agentic AI = orchestrator + memory + planning + tools + feedback, plus multi-agent specialists (retrieval/coding/citations).
The board question: where do we allow autonomy—and with what guardrails? pic.twitter.com/AEnajJZeEPChatbot ≠ Agentic.
RPA ≠ Agentic.
RAG ≠ Agentic. Agentic AI = orchestrator + memory + planning + tools + feedback, plus multi-agent specialists (retrieval/coding/citations). The board question: where do we allow autonomy—and with what guardrails? -
ICML Uses Hidden Prompt Injections to Detect AI
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👀 Paul Calcraft (@paul_cal) ICML journal editors have added hidden prompt injections to every paper sent to reviewers, to detect when reviewers are using AI It secretly tells the AI to use 2 specific phrases in the review A reviewer found it & was about to desk reject, assuming the author did it [Translated from EN to English]
→ View original post on X — @rachelmetz, 2026-02-14 19:39 UTC
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When can we legally assign Power of Attorney to an AI agent?
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How much longer before we can legally assign Power of Attorney to an AI agent?
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Extreme Risk Warnings and Calls for Caution on AI Development
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And this is going past the bounds of common fucking sense, which says that if you fucking accept that something is 96% likely to kill everyone on the planet, back the fuck off, work on human intelligence augmentation, and sign up for cryonics if you're so fucking scared.