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/lipoagent-coordinating-fine-tuned-llm-agents-for-safer-lipid-design
Subject: LipoAgent: Coordinating Fine-Tuned LLM Agents for Safer Lipid Design
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": 12, "author": "Leshu Li; An Lu; Haiyu Wang; Zhibin Feng; Conghui Duan; Qing Bao; Zongmin Zhao; Sai Qian 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": 12, "author": "Leshu Li; An Lu; Haiyu Wang; Zhibin Feng; Conghui Duan; Qing Bao; Zongmin Zhao; Sai Qian Zhang", "title": "LipoAgent: Coordinating Fine-Tuned LLM Agents for Safer Lipid Design", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 12, "author": "Leshu Li; An Lu; Haiyu Wang; Zhibin Feng; Conghui Duan; Qing Bao; Zongmin Zhao; Sai Qian Zhang", "title": "LipoAgent: Coordinating Fine-Tuned LLM Agents for Safer Lipid Design", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 12, "author": "Leshu Li; An Lu; Haiyu Wang; Zhibin Feng; Conghui Duan; Qing Bao; Zongmin Zhao; Sai Qian Zhang", "title": "LipoAgent: Coordinating Fine-Tuned LLM Agents for Safer Lipid Design", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/lipoagent-coordinating-fine-tuned-llm-agents-for-safer-lipid-design
Paper ref
lipoagent-coordinating-fine-tuned-llm-agents-for-safer-lipid-design
arXiv id
2605.25250
Generated at
2026-05-27T01:08:53.578Z
Evidence freshness
stale
Last verification
2026-05-27T01:08:53.578Z
Sources
4
References
0
Coverage
67%
Lineage hash
1861cb6cf2761edff45937b630c9d84df430d61d9674cb1deed44416a4e88334
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