Normalized Telegram record
AI product feedback needs behavioral traces
For nondeterministic products, edits, retries, overrides, abandonment, and sampled outputs reveal more than isolated ratings.
Signal contract
For nondeterministic products, edits, retries, overrides, abandonment, and sampled outputs reveal more than isolated ratings. Teams need to preserve the prompt, context, output, and next user action so feedback can become an eval case instead of an anecdote. Novelty: notable. Verification: source-inspected. This New Runtime record is an evidence-linked retrieval unit.
Source ledger
Publishable sources attached to this record.
| # | Source | Role | Public status |
|---|---|---|---|
| 1 | jeffgothelf.comsource | primary receipt | source_urls |
Observation
For nondeterministic products, edits, retries, overrides, abandonment, and sampled outputs reveal more than isolated ratings.
Why it matters
Teams need to preserve the prompt, context, output, and next user action so feedback can become an eval case instead of an anecdote.
Entities
Jeff Gothelf
Provenance
This public record is an English normalization of QWG AI Telegram message 2690. The complete original-language post remains the canonical raw message.