Nav Kumar

* [Problem] Petri semi-automates the AI Safety Testing stack but it still relies on human-generated seed prompts for it it be effective. This presents a bottleneck for scale along with coverage, diversity, and cost. * [Solution] AlphaPetri automates seed discovery using an AlphaEvolve inspired, population‑based evolutionary search combined with an...

* [Problem] Petri currently automates large parts of the AI Safety Testing stack but still relies on human-crafted seed prompts; this is a bottleneck for coverage, diversity, and cost. * [Solution] AlphaPetri automates seed discovery via an DeepMind's AlphaEvolve‑inspired, population‑based evolutionary search with an RL‑style tracking mechanism that learns which...