Buildability / Receipt
Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures
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
Not build-ready: Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures
/buildability/multi-agent-systems-from-classical-paradigms-to-large-foundation-model-enabled-futures
Subject: Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures
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.
Compute envelope
Data
{"file name": "input.pdf", "number of pages": 16, "author": "Zixiang Wang; Mengjia Gong; Qiyu Sun; Jing Xu; Shuai Mao; Xin Jin; Qing-Long Han; Yang Tang"
Compute
{"file name": "input.pdf", "number of pages": 16, "author": "Zixiang Wang; Mengjia Gong; Qiyu Sun; Jing Xu; Shuai Mao; Xin Jin; Qing-Long Han; Yang Tang", "title": "Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 16, "author": "Zixiang Wang; Mengjia Gong; Qiyu Sun; Jing Xu; Shuai Mao; Xin Jin; Qing-Long Han; Yang Tang", "title": "Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 16, "author": "Zixiang Wang; Mengjia Gong; Qiyu Sun; Jing Xu; Shuai Mao; Xin Jin; Qing-Long Han; Yang Tang", "title": "Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures", "creation date": null, "modification date": null, "kids": []}
Evidence ids
Receipt path
/buildability/multi-agent-systems-from-classical-paradigms-to-large-foundation-model-enabled-futures
Paper ref
multi-agent-systems-from-classical-paradigms-to-large-foundation-model-enabled-futures
arXiv id
2604.18133
Freshness
Generated at
2026-04-21T04:20:30.789Z
Evidence freshness
stale
Last verification
2026-04-21T04:20:30.789Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
6fad64cb9c11a19b2542db1cb168fe28aaf33c4c41276ea65171eff90d084a2a
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: repo_url
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Some score or evidence fields are outside the preferred freshness window.
repo_url
references
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.