Normalized Telegram record
AI product OKRs should measure result adoption
Outcome metrics such as accepted work, overrides, completion, and retained use are more useful than model activity counters.
Signal contract
Outcome metrics such as accepted work, overrides, completion, and retained use are more useful than model activity counters. Tokens, prompts, and generated artifacts can rise while user value remains flat, so teams need goals tied to decisions and completed work. 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
Outcome metrics such as accepted work, overrides, completion, and retained use are more useful than model activity counters.
Why it matters
Tokens, prompts, and generated artifacts can rise while user value remains flat, so teams need goals tied to decisions and completed work.
Entities
Jeff Gothelf
Provenance
This public record is an English normalization of QWG AI Telegram message 2620. The complete original-language post remains the canonical raw message.