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Applied AI·October 12, 2026·1 min read

IMF Chief Alarmed at ‘Slow-Moving Tsunami’ of AI for Jobs, Taxes

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When the IMF frames AI as a ‘slow-moving tsunami’ for labor and tax bases, you should assume policy responses on payroll taxes, social contributions, and cross-border digital levies are coming. For operators planning automation-heavy roadmaps, bake regulatory friction and potential AI-linked taxation into your 3–5 year cost models.

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.