kapynResearch

The Download: AI’s self-improvement problem, and what’s driving the heat

AI's recursive self-improvement is likely further off than industry hype suggests. The piece examines the technical hurdles to self-improving models and the forces driving optimism. For AI developers, it tempers expectations about near-term autonomous capability gains.

MIT Tech Review·Aug 19, 2026

Opening Kapyn…