Validation

This bundle is demo-first: most pages are runnable prompts and guided workflows, not cited essays, so the proof is in the before-and-after rather than a footnote. But any fact a page embeds about a tool or platform — a model's capability, a feature, a limit — is verified against that platform's own documentation before it ships.

Each validation sweep is recorded here as a dated audit. The bundle's posture is defined in its research profile, and verified claims live in evidence.yaml.