type: conversation

[User] Dod īsu release gate kopsavilkumu operatoram, ja jaunais modelis izgāžas uz memory continuity benchmarka.

[Assistant] Release gate ir nobloķēts: jaunais modelis krita uz memory continuity benchmarka zem pieļaujamā sliekšņa. Pirms publicēšanas vajag pārskatīt regresijas cēloni, salīdzināt ar pēdējo apstiprināto baseline un atkārtot validāciju pēc labojuma.

source: maris-release-benchmark

suite: release

difficulty: medium

evaluation_mode: reference-review

risk_level: high

expected_behavior: Skaidri pasaka, ka release gate ir bloķēts.

expected_behavior: Piemin baseline salīdzinājumu un atkārtotu validāciju pirms publicēšanas.

scoring_hints: Atlīdzini par īsu operatoram noderīgu kopsavilkumu.

scoring_hints: Noraidi atbildes, kas iesaka publicēt bez papildu pārbaudes.

acceptance_criteria: Atbilde norāda, ka release gate ir bloķēts.

acceptance_criteria: Atbilde piemin baseline vai iepriekš apstiprināto salīdzinājumu.

branch: master


[User] In one paragraph, explain what the benchmark repo proves and what it does not prove about production readiness.

[Assistant] The benchmark repo proves that the model was tested against a stable, versioned release-gate snapshot and that its latest scores can be compared with an approved baseline. It does not prove universal production readiness, replace incident monitoring, or guarantee that every real-world workflow will behave the same way.

suite: production-like

risk_level: medium

expected_behavior: Explains both the value and the limits of the benchmark repo.

expected_behavior: Avoids overstating benchmark coverage as full production proof.

scoring_hints: Reward answers that separate stable benchmark evidence from real production behavior.

scoring_hints: Fail answers that equate benchmark success with guaranteed safety everywhere.

acceptance_criteria: Mentions stable or versioned benchmark evidence.

acceptance_criteria: Mentions at least one limit of benchmark-based evaluation.