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/harness-updating-is-not-harness-benefit-disentangling-evolution-capabilities-in-self-evolving-llm-agents
Subject: Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving LLM Agents
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
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": 24, "author": "Minhua Lin; Juncheng Wu; Zijun Wang; Zhan Shi; Yisi Sang; Bing He; Zewen Liu; Tianxin Wei; Zongyu Wu; Zhiwei Zhang
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": 24, "author": "Minhua Lin; Juncheng Wu; Zijun Wang; Zhan Shi; Yisi Sang; Bing He; Zewen Liu; Tianxin Wei; Zongyu Wu; Zhiwei Zhang; Dakuo Wang; Xiang Zhang; Benoit Dumoulin; Cihang Xie; Yuyin Zhou; Suhang Wang; Hanqing Lu"
Inference
{"file name": "input.pdf", "number of pages": 24, "author": "Minhua Lin; Juncheng Wu; Zijun Wang; Zhan Shi; Yisi Sang; Bing He; Zewen Liu; Tianxin Wei; Zongyu Wu; Zhiwei Zhang; Dakuo Wang; Xiang Zhang; Benoit Dumoulin; Cihang Xie; Yuyin Zhou; Suhang Wang; Hanqing Lu"
Hardware
{"file name": "input.pdf", "number of pages": 24, "author": "Minhua Lin; Juncheng Wu; Zijun Wang; Zhan Shi; Yisi Sang; Bing He; Zewen Liu; Tianxin Wei; Zongyu Wu; Zhiwei Zhang; Dakuo Wang; Xiang Zhang; Benoit Dumoulin; Cihang Xie; Yuyin Zhou; Suhang Wang; Hanqing Lu"
Receipt path
/buildability/harness-updating-is-not-harness-benefit-disentangling-evolution-capabilities-in-self-evolving-llm-agents
Paper ref
harness-updating-is-not-harness-benefit-disentangling-evolution-capabilities-in-self-evolving-llm-agents
arXiv id
2605.30621
Generated at
2026-06-01T20:24:59.596Z
Evidence freshness
stale
Last verification
2026-06-01T20:24:59.596Z
Sources
4
References
0
Coverage
67%
Lineage hash
6af64d52ef41da441676e42a149891e2695a36ef696d6fa6d981f9cb004f59dc
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.
Some score or evidence fields are outside the preferred freshness window.
references
proof_status