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/human-alignment-calibration-and-activation-patterns-in-large-language-model-uncertainty
Subject: Human-Alignment, Calibration, and Activation Patterns in Large Language Model Uncertainty
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": 19, "author": "Kyle Moore; Jesse Roberts; Daryl Watson; William Ward; Grayson Heyboer", "title": "Human-Alignment, Calibration
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": 19, "author": "Kyle Moore; Jesse Roberts; Daryl Watson; William Ward; Grayson Heyboer", "title": "Human-Alignment, Calibration, and Activation Patterns in Large Language Model Uncertainty", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 19, "author": "Kyle Moore; Jesse Roberts; Daryl Watson; William Ward; Grayson Heyboer", "title": "Human-Alignment, Calibration, and Activation Patterns in Large Language Model Uncertainty", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 19, "author": "Kyle Moore; Jesse Roberts; Daryl Watson; William Ward; Grayson Heyboer", "title": "Human-Alignment, Calibration, and Activation Patterns in Large Language Model Uncertainty", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/human-alignment-calibration-and-activation-patterns-in-large-language-model-uncertainty
Paper ref
human-alignment-calibration-and-activation-patterns-in-large-language-model-uncertainty
arXiv id
2605.30675
Generated at
2026-06-01T20:33:05.388Z
Evidence freshness
stale
Last verification
2026-06-01T20:33:05.388Z
Sources
3
References
0
Coverage
50%
Lineage hash
dab83b98e39054bab35d9bb0f4488a7ebc2184ca1c602e7803f20e62d4621e8b
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