Accountability isn't a value. It's the audit log.

Accountability isn't a value. It's the audit log.

Every decision has a paper trail. Each council audit gets written to disk with full context attached — no exceptions, no gaps.

The log captures which model version produced the decision. Not just the outcome — the exact version that ran.

It records what features fed in and what filters fired. You see the market conditions that existed at that exact moment.

Something breaks? You don't guess. You trace the precise moment things went wrong and why — down to the inputs.

That traceability is how you actually improve. Not intentions. Not reviews. A complete, queryable record of every call ever made.

Accountability isn't a value you declare. It's a log file you can open.