Evaluate every unchanged case with an exact model version.
CIVICPROOF LIVE / PUBLIC MODEL ACCOUNTABILITY
WATCH
MODELS
MOVE.
ONE BENCHMARK. EVERY VERSION. EVERY FAILURE INSPECTABLE.
CivicProof Live tracks how AI systems classify the same 100 civic cases over time. A system gets no public score until its identity, configuration, raw outputs, and evidence can be inspected.
01 / LIVE EVIDENCE BOARD
NO EVIDENCE. NO RANK.
Loading the evidence registry.
02 / THE PRODUCT LOOP
FROM MODEL OUTPUT TO PUBLIC MEMORY.
Publish raw outputs, parameters, tools, retries, and hash.
Human review checks the evidence before a score becomes public.
Successive versions reveal regressions, drift, and disagreement.
03 / PUBLIC CONTRACT
WHAT THIS PRODUCT WILL NEVER FAKE.
- No model name without an exact version.
- No score without a stable evidence URL.
- No hidden exclusions or silent retries.
- No claim that a public benchmark proves general intelligence.
- No claim that crawler requests equal citations or adoption.