Adversarial on Local First AIhttps://localfirstai.eu/tags/adversarial/Recent content in Adversarial on Local First AIHugoen-usSat, 06 Jun 2026 00:00:00 +0000We Tried to Replace Claude with a Local Critic. Here's Exactly Where It Failed.https://localfirstai.eu/posts/2026-06-06-adversarial-critic/Sat, 06 Jun 2026 00:00:00 +0000https://localfirstai.eu/posts/2026-06-06-adversarial-critic/Pre-registered head-to-head: gemma4:26b vs Claude Sonnet 4.6 as adversarial project critics. Same context, three personas, fixed JSON schema. Result: FAIL — and the failure is instructive.