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Applied AI·September 29, 2026·1 min read

Ro Khanna plans a bill to ban self-improving AI, CNBC reports

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A proposed ban on self-improving AI is Washington drawing a bright line around autonomy before the tech is widely deployed. If you’re building advanced training loops or agentic systems, assume additional disclosure, audit, and gating requirements are coming and document your human-in-the-loop controls now.

Applied AI

Investigation: McDonald's is utilizing an AI pricing engine across nearly 14,000 restaurants to generate location-specific "optimal prices" for menu items

AI-driven dynamic pricing at McDonald’s scale means algorithmic price discrimination is now mainstream retail infrastructure, not a pilot. Any consumer brand with distributed locations should be modeling how localized “optimal prices” will hit demand elasticity, brand trust, and regulatory scrutiny over the next 12–24 months.