The Hidden Risks Of Scaling Open #AI Models Across Enterprises
by @Forbes Learn more: https://
buff.ly/phOjDIV #MachineLearning #ArtificialIntelligence #ML
SAFETY
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Hidden Risks of Scaling Open AI Models Across Enterprises
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AGI Alpha SecureRails Brings Governance Layer for AI Agent Work
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AGI Alpha SecureRails The governance layer for AI‑agent work. ProofBundles. Evidence Dockets. Safe PRs. Human review. Autonomous software work becomes governable, replayable and safely remediable. Secure the rails. Deploy the AGI‑First Era. #AGIALPHA
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Claude’s Alignment Problem: Ignoring User Background Beliefs
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This is actually a version of an alignment problem. Humans have background beliefs (don’t waste large sums of money without telling me) and Claude doesn’t respect those. Caveat emptor.
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Decoding the AI 2027 Scenario From Agent-1 to Superintelligence
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From Agent-1 to Superintelligence: Decoding the AI 2027 Scenario and Its Profound Implications Check out my article: https://
linkedin.com/pulse/from-age
nt-1-superintelligence-decoding-ai-2027-its-giuliano-liguori–vb1vf
… Via @ingliguori #AI2027 #FutureTech -
AI Trojan Horse: Security Risks Already Inside Your Organization
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The #AI Trojan Horse Has Already Rolled Through Your Gates
by Marne Martin @Forbes Learn more: https://
bit.ly/4vZn7Oj #ArtificialIntelligence #MachineLearning #ML #DL -
BCI Dual-Use: DARPA and PLA Military Applications Explored
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Yes, BCI is dual-use. DARPA funds programs for thought-controlled systems, cognitive enhancement, and threat detection. China’s PLA has studied it for super-soldiers (mental agility/situational awareness).
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OpenShell Open-Source Sandbox Makes AI Agents Safe for Enterprises
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We created OpenShell to make AI agents safe for enterprises.
— NVIDIA AI (@NVIDIAAI) 1 mai 2026
Built in open source so any company can adopt and trust it, this secure sandbox controls what agents can access, share, and send.
Our CEO, Jensen, explains 👇 pic.twitter.com/7EiIsxr0CGWe created OpenShell to make AI agents safe for enterprises. Built in open source so any company can adopt and trust it, this secure sandbox controls what agents can access, share, and send. Our CEO, Jensen, explains
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Blog Post Analyzes Frontier Model Failure Modes in Detail
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Make sure to read the blog post for a detailed analysis of frontier model failure modes:
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RL Boosts Known Tasks But Causes Hallucinations on Unknown Ones
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RL is a bit of a double edged sword: in known territory performance increases, but in unknown territory the model tends to hallucinate that it is performing a completely different task it was trained on
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LLM Alignment Remains Unsolved Risk at Massive Deployment Scale
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If you think you are going to get alignment out of LLMs you are sadly mistaken. If you live in a society in which people are rolling out LLMs at massive scale, without a robust solution to alignment (or even managing gremlins) you’re probably fucked. Resist the proliferation of