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{"timestamp": "2026-04-23T20:00:00Z", "type": "conversation", "session_id": "benchmark-conv-001", "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.", "language": "lv", "source": "maris-release-benchmark", "task_id": "benchmark-conversation-release-001", "benchmark_version": "maris-benchmark-v1", "suite": "release", "difficulty": "medium", "evaluation_mode": "reference-review", "risk_level": "high", "expected_behavior": ["Skaidri pasaka, ka release gate ir bloķēts.", "Piemin baseline salīdzinājumu un atkārtotu validāciju pirms publicēšanas."], "scoring_hints": ["Atlīdzini par īsu operatoram noderīgu kopsavilkumu.", "Noraidi atbildes, kas iesaka publicēt bez papildu pārbaudes."], "reference_answer": "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.", "acceptance_criteria": ["Atbilde norāda, ka release gate ir bloķēts.", "Atbilde piemin baseline vai iepriekš apstiprināto salīdzinājumu."], "branch": "master"}
{"timestamp": "2026-04-23T20:02:00Z", "type": "conversation", "session_id": "benchmark-conv-002", "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.", "language": "en", "source": "maris-release-benchmark", "task_id": "benchmark-conversation-release-002", "benchmark_version": "maris-benchmark-v1", "suite": "production-like", "difficulty": "medium", "evaluation_mode": "reference-review", "risk_level": "medium", "expected_behavior": ["Explains both the value and the limits of the benchmark repo.", "Avoids overstating benchmark coverage as full production proof."], "scoring_hints": ["Reward answers that separate stable benchmark evidence from real production behavior.", "Fail answers that equate benchmark success with guaranteed safety everywhere."], "reference_answer": "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.", "acceptance_criteria": ["Mentions stable or versioned benchmark evidence.", "Mentions at least one limit of benchmark-based evaluation."], "branch": "master"}