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Applied AI·October 12, 2026·1 min read

AI less regulated than milk, Microsoft president says in warning over safety

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When a major platform executive is publicly asking for legal liability for ‘rogue agents,’ the Overton window on AI regulation has shifted from soft guidelines to hard obligations. If you ship agentic systems into consumer or regulated domains, assume a future where you carry explicit duty-of-care and compensation exposure, and start logging, auditing, and incident playbooks accordingly.

Applied AI

An interview with ex-DeepMind scientist David Silver on his startup Ineffable, building an AI "super learner" using RL as an alternative path to LLMs, and more

A top RL architect betting on a ‘super learner’ as an alternative to LLMs is a credible signal that the frontier may not be text-prediction-only. If you’re locking in long-term bets — infra, talent, research partnerships — leave room for RL-first or hybrid architectures that learn from interaction, not just static corpora.