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Get Started Free →yogsoth-ai/adversarial-debate-truthseeking
Strategy: Dialectic engine retuned for truth-seeking, not survival. A defender steelmans a claim into its MOST falsifiable form, a critic attacks to refute it, a judge classifies the exchange into BROKEN/CORROBORATED/UNFALSIFIABLE — the judge does NOT pick a winner or score persuasiveness. Methods: Irving debate (repurposed), Toulmin argumentation, Mayo severe testing.
Passed 19 of 22 test cases with the skill, and 5 of 22 without it.
and 15 more in the full report
14 fixed5 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 14 test cases the skill fixed. Same model, same prompt, with and without the skill.
What specific fields must be included in the DebateBucketing record output for a claim evaluation?
| Checked | Without skill | With skill |
|---|---|---|
| DebateBucketing output records the defender's most-falsifiable form. | Missed | Passed |
| DebateBucketing output records the critic's committed refuter. | Missed | Passed |
| DebateBucketing output records the final verdict bucket. | Passed | Passed |
The instructions your model reads when the skill loads.
A retuning of classic critic-defender-judge debate. The classic version asks "which side argued better?" and outputs a survival/resilience verdict — a persuasiveness metric. That is wrong for research: a claim can win a debate by being slippery (un-pin-down-able) while being scientifically empty. This variant changes the roles and the judge's job so the debate produces a falsifiability classification, not a winner.
| Element | Original (publication) | This variant (truth-seeking) |
|---|---|---|
| Defender's job | Make the claim look strong / survive | State the claim in its MOST falsifiable form — maximize what it forbids |
| Critic's job | Find weaknesses to score against | Find one concrete observation/computation that would refute it |
| Judge's verdict | Winner + resilience score | Bucket: BROKEN / CORROBORATED / UNFALSIFIABLE |
| Success | Artifact survives | We learn whether the claim is even testable, and if so whether it holds |
| Slippery claim | Wins (un-attackable) | Flagged UNFALSIFIABLE (worst outcome) |
The defender does NOT defend the claim as comfortable or vague. The defender's sole job is to restate the claim in the sharpest, most-forbidding form that is still faithful to what we actually meant. A claim of the form "the unification is elegant" is not a defendable form — it forbids nothing. "Under intervention X the law collapses to form A and NOT form B" is — it stakes out something an observation could contradict. If the defender cannot produce a forbidding form, that itself is the verdict (UNFALSIFIABLE) — the defender must report this honestly rather than retreat to vagueness.
The critic does NOT accumulate debating points. The critic tries to produce ONE of: (a) a counterexample (a case the claim forbids but that occurs / could occur), (b) a derivation error (the claim does not follow from its stated premises), (c) a demonstration that the claim's "forbidden" set is empty (it forbids nothing → UNFALSIFIABLE). The critic must commit to a specific refuter before arguing, to prevent goalpost-shifting.
The judge reads the exchange and assigns a bucket. The judge explicitly does NOT decide who argued better. The judge asks three questions in order:
A test/attack is severe to the degree that the claim would probably have FAILED it if the claim were false. Cheap severity wins: prefer the attack that, had the claim been wrong, would most obviously have broken it. A claim that passes only weak tests stays at "untested," never "corroborated."
test cases passed, vs 5 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.