Buildability / Receipt
To See the Unseen: on the Generalization Ability of Transformers in Symbolic Reasoning
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
Watch and verify: To See the Unseen: on the Generalization Ability of Transformers in Symbolic Reasoning
/buildability/to-see-the-unseen-on-the-generalization-ability-of-transformers-in-symbolic-reasoning
Subject: To See the Unseen: on the Generalization Ability of Transformers in Symbolic Reasoning
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
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": 17, "author": "Nevena Lazi\u0107; Liam Fowl; Andr\u00e1s Gy\u00f6rgy; Csaba Szepesv\u00e1ri"
Compute
{"file name": "input.pdf", "number of pages": 17, "author": "Nevena Lazi\u0107; Liam Fowl; Andr\u00e1s Gy\u00f6rgy; Csaba Szepesv\u00e1ri", "title": "To See the Unseen: on the Generalization Ability of Transformers in Symbolic Reasoning", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 17, "author": "Nevena Lazi\u0107; Liam Fowl; Andr\u00e1s Gy\u00f6rgy; Csaba Szepesv\u00e1ri", "title": "To See the Unseen: on the Generalization Ability of Transformers in Symbolic Reasoning", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 17, "author": "Nevena Lazi\u0107; Liam Fowl; Andr\u00e1s Gy\u00f6rgy; Csaba Szepesv\u00e1ri", "title": "To See the Unseen: on the Generalization Ability of Transformers in Symbolic Reasoning", "creation date": null, "modification date": null, "kids": []}
Evidence ids
Receipt path
/buildability/to-see-the-unseen-on-the-generalization-ability-of-transformers-in-symbolic-reasoning
Paper ref
to-see-the-unseen-on-the-generalization-ability-of-transformers-in-symbolic-reasoning
arXiv id
2604.21632
Freshness
Generated at
2026-04-24T20:27:10.760Z
Evidence freshness
fresh
Last verification
2026-04-24T20:27:10.760Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
7960ce6e7612ae7fd2316ebcd6d932ad7b0860798e1de1063a467e5384d2405e
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
Canonical opportunity-kernel evidence is available for this receipt 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.