{"slug":"yogsoth-ai-falsification-first-stress-test","source_name":"yogsoth-ai/falsification-first-stress-test","name":"Yogsoth AI/Falsification First Stress Test","description":"Campaign: Truth-seeking adversarial validation for scientific research artifacts (NOT publication defense). Core question: Where have we fooled ourselves, and is each load-bearing claim even falsifiable? Win-condition is INVERTED from survival/resilience to active refutation. Methods: Popper falsificationism, Lakatos Proofs and Refutations, Mayo severe testing, Platt strong inference.","version":2,"lift":{"pass_rate_delta_pts":59.09,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":90,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-23T02:11:15.809479+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":59.09,"with_pass_pct":86.4,"without_pass_pct":27.3,"tokens_delta_pct":90,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-23T02:11:15.809479+00:00","run_id":"2d1668b7-585f-47c4-be8f-6d8a25ec68bc","version_number":2,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"Apache-2.0","install_count":0,"manifest_hash":"cfa070c2d5f8a93122aa8e634bbc5ef7bfc8c0ecd2ae7e92cc7ff5038d3a8971","raw_url":"https://app.decimal.ai/s/yogsoth-ai-falsification-first-stress-test/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/yogsoth-ai-falsification-first-stress-test"}