Unverified50% confidenceFactExact time
The paper proposes a constrained update method (per-task floor) that can precisely trace the trade-off frontier between pass@1 and pass@k.
1
Sources
50%
Confidence
Long-term
Relevance
11/2/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe paper proposes a new pruning pipeline that directly optimizes pass@k for a selected pool of solutions.69% similarUnverifiedScattered tasks refer to composite work that requires switching across multiple files, multiple tool calls, or multiple logical steps, and place high demands on a model's contextual memory and task planning capabilities.67% similarUnverifiedThe step-by-step method keeps each section's content constrained by literature evidence, and at the outline stage a human can intervene to adjust the structure, avoiding redoing the whole paper.63% similarUnverifiedIf a project directly depends on @ai-sdk/workflow-harness, it is recommended to include it in the automatic update scope and to keep workflow end-to-end tests in CI, so that behavioral differences are discovered immediately after a dependency refresh63% similarUnverifiedThe cross-run improvement loop reads the traces (execution traces) produced by multiple runs, identifies recurring problem patterns, and then uses them to improve the agent's harness (runtime framework).62% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1125842API
curl https://kongchang.com/api/v1/knowledge/claims/1125842MCP
get_claim(id=1125842)