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/understanding-teacher-revisions-of-large-language-model-generated-feedback
Subject: Understanding Teacher Revisions of Large Language Model-Generated Feedback
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.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
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.
Receipt path
/buildability/understanding-teacher-revisions-of-large-language-model-generated-feedback
Paper ref
understanding-teacher-revisions-of-large-language-model-generated-feedback
arXiv id
2603.27806
Generated at
2026-03-31T20:21:39.870Z
Evidence freshness
stale
Last verification
2026-03-31T20:21:39.870Z
Sources
3
References
34
Coverage
50%
Lineage hash
1c72367b93d98fd35d8eaa899916420c6097f8d2940958c3c722dd0623954558
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
proof_status