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Machinebrief (auto-discovered)

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04:00
2026-07-28
machinebrief.com
machine-learning

Decentralized Causal Discovery using Judo Calculus

A new framework for decentralized causal discovery using judo calculus, formally defined as j-stable causal inference with j-do-calculus in a topos of sheaves, achieves improved computational efficien…

04:00
2026-07-28
machinebrief.com
ai-agents

Intent-Governed Tool Authorization for AI Agents

A new arXiv paper proposes Intent-Governed Access Control (IGAC), a server-side authorization layer that uses the user's expressed intent as a policy attribute for AI-agent tool use, preventing unjust…

04:00
2026-07-28
machinebrief.com
artificial-intelligence

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems

A new comprehensive practitioner's reference, 'The Hitchhiker's Guide to Agentic AI,' covers the full stack of building autonomous AI systems, from transformer architecture and GPU systems to multi-ag…

04:00
2026-07-28
machinebrief.com
ai-policy

Regulating for AI Legitimacy

AI systems already govern by ranking speech, filtering applicants, and triaging claims, but the dominant frame of alignment fails to address their legitimacy, according to a new article on arXiv (2607…

02:56
2026-07-28
machinebrief.com
artificial-intelligence

Sam Altman Says The AI Singularity Is Here. Is He Right?

OpenAI CEO Sam Altman declared that the AI singularity has arrived, sparking debate among researchers. The term, popularized by Ray Kurzweil, refers to a point where AI surpasses human intelligence an…

00:00
2026-07-28
machinebrief.com
ai-safety

Did an AI Really Hack Hugging Face? [video]

A video titled 'Did an AI Really Hack Hugging Face?' posted on Hacker News AI explores claims of an AI system compromising the Hugging Face platform. The video, by marvinborner, has 1 point and 0 comm…

23:46
2026-07-27
machinebrief.com
artificial-intelligence

Microsoft touts cost-saving AI model for cybersecurity

Microsoft Corp. announced a new cybersecurity AI model that, when integrated with OpenAI's GPT-5.4, outperforms Anthropic's Mythos 5, according to a CNBC report. The company claims the model reduces c…

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