Buildability / Receipt
This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.
Public buildability page receipt window
/buildability/when-tools-fail-benchmarking-dynamic-replanning-and-anomaly-recovery-in-llm-agents
Subject: When Tools Fail: Benchmarking Dynamic Replanning and Anomaly Recovery in LLM Agents
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Data
{"file name": "input.pdf", "number of pages": 38, "author": "Dongsheng Zhu; Xuchen Ma; Yucheng Shen; Xiang Li; Yukun Zhao; Shuaiqiang Wang; Lingyong Yan; Dawei Yin"
Truth Boundary
Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.
Compute
{"file name": "input.pdf", "number of pages": 38, "author": "Dongsheng Zhu; Xuchen Ma; Yucheng Shen; Xiang Li; Yukun Zhao; Shuaiqiang Wang; Lingyong Yan; Dawei Yin", "title": "When Tools Fail: Benchmarking Dynamic Replanning and Anomaly Recovery in LLM Agents", "creation date": null, "modification date": null
Inference
{"file name": "input.pdf", "number of pages": 38, "author": "Dongsheng Zhu; Xuchen Ma; Yucheng Shen; Xiang Li; Yukun Zhao; Shuaiqiang Wang; Lingyong Yan; Dawei Yin", "title": "When Tools Fail: Benchmarking Dynamic Replanning and Anomaly Recovery in LLM Agents", "creation date": null, "modification date": null
Hardware
{"file name": "input.pdf", "number of pages": 38, "author": "Dongsheng Zhu; Xuchen Ma; Yucheng Shen; Xiang Li; Yukun Zhao; Shuaiqiang Wang; Lingyong Yan; Dawei Yin", "title": "When Tools Fail: Benchmarking Dynamic Replanning and Anomaly Recovery in LLM Agents", "creation date": null, "modification date": null
Receipt path
/buildability/when-tools-fail-benchmarking-dynamic-replanning-and-anomaly-recovery-in-llm-agents
Paper ref
when-tools-fail-benchmarking-dynamic-replanning-and-anomaly-recovery-in-llm-agents
arXiv id
2606.05806
Generated at
2026-06-06T11:26:36.377Z
Evidence freshness
fresh
Last verification
2026-06-06T11:26:36.377Z
Sources
4
References
0
Coverage
83%
Lineage hash
80dcac87af4698ebc721665cd4c90b37c9aa3509d045d5604809d864bc2025fc
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Canonical opportunity-kernel evidence is available for this receipt window.
references