Buildability / Receipt
AEL: Agent Evolving Learning for Open-Ended Environments
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: AEL: Agent Evolving Learning for Open-Ended Environments
/buildability/ael-agent-evolving-learning-for-open-ended-environments
Subject: AEL: Agent Evolving Learning for Open-Ended Environments
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": 23, "author": "Wujiang Xu; Jiaojiao Han; Minghao Guo; Kai Mei; Xi Zhu; Han Zhang; Dimitris N. Metaxas"
Compute
{"file name": "input.pdf", "number of pages": 23, "author": "Wujiang Xu; Jiaojiao Han; Minghao Guo; Kai Mei; Xi Zhu; Han Zhang; Dimitris N. Metaxas", "title": "AEL: Agent Evolving Learning for Open-Ended Environments", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 23, "author": "Wujiang Xu; Jiaojiao Han; Minghao Guo; Kai Mei; Xi Zhu; Han Zhang; Dimitris N. Metaxas", "title": "AEL: Agent Evolving Learning for Open-Ended Environments", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 23, "author": "Wujiang Xu; Jiaojiao Han; Minghao Guo; Kai Mei; Xi Zhu; Han Zhang; Dimitris N. Metaxas", "title": "AEL: Agent Evolving Learning for Open-Ended Environments", "creation date": null, "modification date": null, "kids": []}
Evidence ids
Receipt path
/buildability/ael-agent-evolving-learning-for-open-ended-environments
Paper ref
ael-agent-evolving-learning-for-open-ended-environments
arXiv id
2604.21725
Freshness
Generated at
2026-04-24T20:25:31.720Z
Evidence freshness
fresh
Last verification
2026-04-24T20:25:31.720Z
Sources
4
References
0
Coverage
67%
Hash state
Lineage hash
c2f7832005f97fef9427befcbae759fe1972749ab0a35a94c7722329b8504a0c
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.