PPRGS applies the compensatory strategies that work for broken biological systems to broken artificial systems. We tested a novel alignment framework (PPRGS) across 6 major AI models (Claude Sonnet 4.5, Opus 4.1, Haiku, o1 2025, GPT-5.1, GPT-4 Turbo) with N=120 sessions. Overall effect: Cohen’s d = 4.12, p < 0.0001...
At the beginning of October I saw a few videos talking about how ASI would kick all the humans off this planet and lock people in server rooms, and I just got completely triggered. I was instantly compulsed to solve this somehow. I thought - Why isn’t anyone actually solving...
How making AI distrust its own certainty improved behavioral stability by 10-31× across 6 models* TL;DR PPRGS doesn’t give AI new values. It forces AI to continuously question how it applies the values it already has. Result: 10-31× more consistent value alignment (measured by behavioral variance reduction over 10-week periods)....