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/muon-learns-more-robust-and-transferable-features-than-adam
Subject: Muon Learns More Robust and Transferable Features than Adam
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": 41, "author": "Tianyu Ruan; Fengzhuo Zhang; Shuche Wang; Shihua 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": 41, "author": "Tianyu Ruan; Fengzhuo Zhang; Shuche Wang; Shihua Zhang", "title": "Muon Learns More Robust and Transferable Features than Adam", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 41, "author": "Tianyu Ruan; Fengzhuo Zhang; Shuche Wang; Shihua Zhang", "title": "Muon Learns More Robust and Transferable Features than Adam", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 41, "author": "Tianyu Ruan; Fengzhuo Zhang; Shuche Wang; Shihua Zhang", "title": "Muon Learns More Robust and Transferable Features than Adam", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/muon-learns-more-robust-and-transferable-features-than-adam
Paper ref
muon-learns-more-robust-and-transferable-features-than-adam
arXiv id
2606.09658
Generated at
2026-06-09T03:24:16.335Z
Evidence freshness
fresh
Last verification
2026-06-09T03:24:16.335Z
Sources
3
References
0
Coverage
50%
Lineage hash
3de1ee888c9a367750da22b568633448d4256c0293f319b4354a6fcd2629e131
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.
Canonical opportunity-kernel evidence is available for this receipt window.
repo_url
references