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/retrospective-harness-optimization-improving-llm-agents-via-self-preference-over-trajectory-rollouts
Subject: Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts
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": 41, "author": "Wenbo Pan; Shujie Liu; Chin-Yew Lin; Jingying Zeng; Xianfeng Tang; Xiangyang Zhou; Yan Lu; Xiaohua Jia"
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": 41, "author": "Wenbo Pan; Shujie Liu; Chin-Yew Lin; Jingying Zeng; Xianfeng Tang; Xiangyang Zhou; Yan Lu; Xiaohua Jia", "title": "Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts", "creation date": null
Inference
{"file name": "input.pdf", "number of pages": 41, "author": "Wenbo Pan; Shujie Liu; Chin-Yew Lin; Jingying Zeng; Xianfeng Tang; Xiangyang Zhou; Yan Lu; Xiaohua Jia", "title": "Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts", "creation date": null
Hardware
{"file name": "input.pdf", "number of pages": 41, "author": "Wenbo Pan; Shujie Liu; Chin-Yew Lin; Jingying Zeng; Xianfeng Tang; Xiangyang Zhou; Yan Lu; Xiaohua Jia", "title": "Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts", "creation date": null
Receipt path
/buildability/retrospective-harness-optimization-improving-llm-agents-via-self-preference-over-trajectory-rollouts
Paper ref
retrospective-harness-optimization-improving-llm-agents-via-self-preference-over-trajectory-rollouts
arXiv id
2606.05922
Generated at
2026-06-06T11:26:35.937Z
Evidence freshness
fresh
Last verification
2026-06-06T11:26:35.937Z
Sources
4
References
0
Coverage
83%
Lineage hash
d10ed9057b008a58f5916eece5aa4a6c29dfef661104bdf2f16306cc22765358
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