Normalized Telegram record
Agent Evals Become a Discipline Separate from Model Evals
Reliable agents require evaluation of trajectories, tools, state, recovery, and outcomes rather than grading only the final answer.
Signal contract
Reliable agents require evaluation of trajectories, tools, state, recovery, and outcomes rather than grading only the final answer. This dated record adds public evidence to the verification bandwidth is the scarce resource, skills become portable capability layer analysis and keeps the claim auditable as the underlying products and practices change. Novelty: notable. Verification: source-linked.
Source ledger
Publishable sources attached to this record.
| # | Source | Role | Public status |
|---|---|---|---|
| 1 | cameronrwolfe.substack.comsource | primary receipt | source_urls |
Observation
Reliable agents require evaluation of trajectories, tools, state, recovery, and outcomes rather than grading only the final answer.
Why it matters
This dated record adds public evidence to the verification bandwidth is the scarce resource, skills become portable capability layer analysis and keeps the claim auditable as the underlying products and practices change.
Entities
No named entity extracted.
Provenance
This public record is an English normalization of QWG AI Telegram message 2409. The complete original-language post remains the canonical raw message.