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/thoughtfold-folding-reasoning-chains-via-introspective-preference-learning
Subject: ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning
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": 18, "author": "Ziyan Liu; Xueda Shen; Yuzhe Gu; Songyang Gao; Kuikun Liu; Guangran Cheng; Chengqi Lyu; Dahua Lin; Wenwei 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": 18, "author": "Ziyan Liu; Xueda Shen; Yuzhe Gu; Songyang Gao; Kuikun Liu; Guangran Cheng; Chengqi Lyu; Dahua Lin; Wenwei Zhang; Kai Chen", "title": "ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning", "creation date": null
Inference
{"file name": "input.pdf", "number of pages": 18, "author": "Ziyan Liu; Xueda Shen; Yuzhe Gu; Songyang Gao; Kuikun Liu; Guangran Cheng; Chengqi Lyu; Dahua Lin; Wenwei Zhang; Kai Chen", "title": "ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning", "creation date": null
Hardware
{"file name": "input.pdf", "number of pages": 18, "author": "Ziyan Liu; Xueda Shen; Yuzhe Gu; Songyang Gao; Kuikun Liu; Guangran Cheng; Chengqi Lyu; Dahua Lin; Wenwei Zhang; Kai Chen", "title": "ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning", "creation date": null
Receipt path
/buildability/thoughtfold-folding-reasoning-chains-via-introspective-preference-learning
Paper ref
thoughtfold-folding-reasoning-chains-via-introspective-preference-learning
arXiv id
2606.03503
Generated at
2026-06-03T20:32:58.924Z
Evidence freshness
fresh
Last verification
2026-06-03T20:32:58.924Z
Sources
4
References
0
Coverage
83%
Lineage hash
12d218c094af563c7f255ae16ed56a4b708f029ef1fffc427e362ab50d21857a
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.
references