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/credit-assignment-with-resets-in-language-model-reasoning
Subject: Credit Assignment with Resets in Language Model Reasoning
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": 29, "author": "Ankur Samanta; Akshayaa Magesh; Ayush Jain; Youliang Yu; Daniel Jiang; Kavosh Asadi; Daniel Jiang; Kaveh Hassani
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": 29, "author": "Ankur Samanta; Akshayaa Magesh; Ayush Jain; Youliang Yu; Daniel Jiang; Kavosh Asadi; Daniel Jiang; Kaveh Hassani; Paul Sajda; Jalaj Bhandari; Yonathan Efroni", "title": "Credit Assignment with Resets in Language Model Reasoning", "creation date": null
Inference
{"file name": "input.pdf", "number of pages": 29, "author": "Ankur Samanta; Akshayaa Magesh; Ayush Jain; Youliang Yu; Daniel Jiang; Kavosh Asadi; Daniel Jiang; Kaveh Hassani; Paul Sajda; Jalaj Bhandari; Yonathan Efroni", "title": "Credit Assignment with Resets in Language Model Reasoning", "creation date": null
Hardware
{"file name": "input.pdf", "number of pages": 29, "author": "Ankur Samanta; Akshayaa Magesh; Ayush Jain; Youliang Yu; Daniel Jiang; Kavosh Asadi; Daniel Jiang; Kaveh Hassani; Paul Sajda; Jalaj Bhandari; Yonathan Efroni", "title": "Credit Assignment with Resets in Language Model Reasoning", "creation date": null
Receipt path
/buildability/credit-assignment-with-resets-in-language-model-reasoning
Paper ref
credit-assignment-with-resets-in-language-model-reasoning
arXiv id
2605.25507
Generated at
2026-05-27T00:06:59.954Z
Evidence freshness
stale
Last verification
2026-05-27T00:06:59.954Z
Sources
3
References
0
Coverage
50%
Lineage hash
b3dc53ce981e131860d782f807161013a50df7e1173c83bf21d3659007a714c1
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.
Some score or evidence fields are outside the preferred freshness window.
repo_url
references