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Applied AI·August 24, 2026·1 min read

OpenAI wants California to toughen the AI law it once fought

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A major lab asking California to strengthen the first US AI transparency law is a pivot—regulatory bar-raising is now a competitive strategy. Operators should expect disclosure, eval, and safety reporting norms to harden quickly and bake compliance engineering into product roadmaps, not treat it as post-hoc legal work.

Applied AI

'Same compute, fewer resources - More compute, same energy': AMD says it is on track to make AI four times more energy efficient

If two 2030 racks can replace 570 from 2024 using twenty times less power, the constraint on frontier-scale AI shifts from megawatts to who can refresh hardware fastest. Infra teams should not lock in long-term PPA and data center designs assuming today’s power density—plan for rapid efficiency gains and stranded-capex risk on older clusters.