Buildability / Receipt
Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks
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
Ready for execution: Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks
/buildability/co-evolving-llm-decision-and-skill-bank-agents-for-long-horizon-tasks
Subject: Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks
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.
Compute envelope
Data
{"file name": "input.pdf", "number of pages": 26, "author": "Xiyang Wu; Zongxia Li; Guangyao Shi; Alexander Duffy; Tyler Marques; Matthew Lyle Olson; Tianyi Zhou; Dinesh Manocha"
Compute
{"file name": "input.pdf", "number of pages": 26, "author": "Xiyang Wu; Zongxia Li; Guangyao Shi; Alexander Duffy; Tyler Marques; Matthew Lyle Olson; Tianyi Zhou; Dinesh Manocha", "title": "Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks", "creation date": null, "modification date": null
Inference
{"file name": "input.pdf", "number of pages": 26, "author": "Xiyang Wu; Zongxia Li; Guangyao Shi; Alexander Duffy; Tyler Marques; Matthew Lyle Olson; Tianyi Zhou; Dinesh Manocha", "title": "Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks", "creation date": null, "modification date": null
Hardware
{"file name": "input.pdf", "number of pages": 26, "author": "Xiyang Wu; Zongxia Li; Guangyao Shi; Alexander Duffy; Tyler Marques; Matthew Lyle Olson; Tianyi Zhou; Dinesh Manocha", "title": "Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks", "creation date": null, "modification date": null
Evidence ids
Receipt path
/buildability/co-evolving-llm-decision-and-skill-bank-agents-for-long-horizon-tasks
Paper ref
co-evolving-llm-decision-and-skill-bank-agents-for-long-horizon-tasks
arXiv id
2604.20987
Freshness
Generated at
2026-04-24T20:29:32.133Z
Evidence freshness
fresh
Last verification
2026-04-24T20:29:32.133Z
Sources
4
References
0
Coverage
67%
Hash state
Lineage hash
c12d6fec6ecb4fc3c55ebf61153922acb238e3583879da1260c8be07ebe9a7a1
Canonical opportunity-kernel lineage hash.
Signature state
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.
Blockers
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Canonical opportunity-kernel evidence is available for this receipt window.
references
proof_status
Truth Boundary
External gate remains unresolved for live deployment claims.
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.