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/evolutionary-enhanced-multi-agent-reinforcement-learning-for-cooperative-air-combat
Subject: Evolutionary Enhanced Multi-Agent Reinforcement Learning for Cooperative Air Combat
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": 8, "author": "Chengwei Li; Junlin Liu; Yang Gao"
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": 8, "author": "Chengwei Li; Junlin Liu; Yang Gao", "title": "Evolutionary Enhanced Multi-Agent Reinforcement Learning for Cooperative Air Combat", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 8, "author": "Chengwei Li; Junlin Liu; Yang Gao", "title": "Evolutionary Enhanced Multi-Agent Reinforcement Learning for Cooperative Air Combat", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 8, "author": "Chengwei Li; Junlin Liu; Yang Gao", "title": "Evolutionary Enhanced Multi-Agent Reinforcement Learning for Cooperative Air Combat", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/evolutionary-enhanced-multi-agent-reinforcement-learning-for-cooperative-air-combat
Paper ref
evolutionary-enhanced-multi-agent-reinforcement-learning-for-cooperative-air-combat
arXiv id
2605.25091
Generated at
2026-05-27T01:09:42.084Z
Evidence freshness
stale
Last verification
2026-05-27T01:09:42.084Z
Sources
3
References
0
Coverage
50%
Lineage hash
2e394cea2fa39740240cd30d55abede664a10569a4f1040f16b0b76b7d22e2d2
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.
repo_url
references