type stringclasses 2
values | harness stringclasses 1
value | id stringclasses 1
value | name stringclasses 1
value | message dict |
|---|---|---|---|---|
session | trackio | agent_run | Agent repro run 2026-08-03 00:37 UTC | null |
message | null | null | null | {
"role": "system",
"content": "Event",
"timestamp": 1785717431281
} |
message | null | null | null | {
"role": "assistant",
"content": "[Claim 0 — JIT-Planner: 10.4× speedup and +28% accuracy vs Browser-Use]\n# Claim 0 — JIT-Planner: 10.4× speedup and +28% accuracy vs Browser-Use\n\n**Paper claim:** JIT-Planner achieves 10.4× speedup and +28% accuracy improvement over Browser-Use for computer-use agents.\n\n## Exp... |
message | null | null | null | {
"role": "assistant",
"content": "[Claim 1 — JIT-Scheduler: 2.6× speedup and +9% accuracy vs OpenAI CUA]\n# Claim 1 — JIT-Scheduler: 2.6× speedup and +9% accuracy vs OpenAI CUA\n\n**Paper claim:** JIT-Scheduler achieves 2.6× speedup and +9% accuracy improvement over OpenAI CUA.\n\n## Experiment (toy proxy)\n`repro... |
message | null | null | null | {
"role": "assistant",
"content": "[Claim 2 — Multi-plan generation with min-cost selection validated against tool specs]\n# Claim 2 — Multi-plan generation with min-cost selection validated against tool specs\n\n**Paper claim:** Generates multiple code plans from task descriptions and selects minimum-cost candidat... |
message | null | null | null | {
"role": "assistant",
"content": "[Reproducing 7NiATKcx1B (ICML 2026): Agent JIT Compilation for Latency-Optimizing Web Agent Planning and Scheduling]\n# Reproducing 7NiATKcx1B (ICML 2026): Agent JIT Compilation for Latency-Optimizing Web Agent Planning and Scheduling\n\n## Paper\n- **orid:** 7NiATKcx1B\n- **Title... |
message | null | null | null | {
"role": "system",
"content": "Event",
"timestamp": 1785717431281
} |
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