SUBTRACT ARCHITECT STUDIOS · Concord, NH
Research program · Evidence registry

Frontier_Faults

A living evidence registry of recurring failure modes across frontier AI models, run under an observation / evidence / inference / uncertainty standard, with a mitigation recorded for every finding.

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RESEARCH — EVIDENCE REGISTRY
Designed panel only — not a screenshot. The registry lives in the repository linked below.

The goal

Active research; the repository is the artifact.

What it does — the task

  • Record recurring failure modes across frontier AI models
  • Run every finding under an observation / evidence / inference / uncertainty standard
  • Record a mitigation for every finding
  • Keep the repository as the living evidence registry

Why it exists

Recurring failure modes need reproducible failure analysis and graded claims, recorded as evidence rather than anecdote. This is a research program — no savings are claimed here.

Status: Research program — the living evidence registry is the artifact; repository is the record.