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/agentic-chain-of-thought-steering-for-efficient-and-controllable-llm-reasoning
Subject: Agentic Chain-of-Thought Steering for Efficient and Controllable LLM Reasoning
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
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": 17, "author": "Yu Xia; Zhouhang Xie; Xin Xu; Byungkyu Kang; Prarit Lamba; Xiang Gao; Julian McAuley"
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": 17, "author": "Yu Xia; Zhouhang Xie; Xin Xu; Byungkyu Kang; Prarit Lamba; Xiang Gao; Julian McAuley", "title": "Agentic Chain-of-Thought Steering for Efficient and Controllable LLM Reasoning", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 17, "author": "Yu Xia; Zhouhang Xie; Xin Xu; Byungkyu Kang; Prarit Lamba; Xiang Gao; Julian McAuley", "title": "Agentic Chain-of-Thought Steering for Efficient and Controllable LLM Reasoning", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 17, "author": "Yu Xia; Zhouhang Xie; Xin Xu; Byungkyu Kang; Prarit Lamba; Xiang Gao; Julian McAuley", "title": "Agentic Chain-of-Thought Steering for Efficient and Controllable LLM Reasoning", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/agentic-chain-of-thought-steering-for-efficient-and-controllable-llm-reasoning
Paper ref
agentic-chain-of-thought-steering-for-efficient-and-controllable-llm-reasoning
arXiv id
2606.03965
Generated at
2026-06-03T20:32:57.532Z
Evidence freshness
fresh
Last verification
2026-06-03T20:32:57.532Z
Sources
4
References
0
Coverage
83%
Lineage hash
821a204815768d93f5e851daef0b45e304b25d65d3970150eaa033eded53cac8
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