Aakash Sangani

Writing · Mumbai

Writing

I write about AI governance (shocker), my thoughts about it, and ramble sometimes.

20 Oct 2026

Stop picking winners

India has solved the procurement problem for public compute. The harder question is whether GPU-hours can be reclaimed from teams that miss their milestones, and who gets to decide what counts.

19 Oct 2026

Gating without grounding

Staged release is defended as a safety measure. It is also a governance model that trades a four-month capability window for permanent institutional dependency, and the literature advocating it rarely examines who bears that cost.