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/efficiently-aligning-language-models-with-online-natural-language-feedback
Subject: Efficiently Aligning Language Models with Online Natural Language Feedback
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.
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/efficiently-aligning-language-models-with-online-natural-language-feedback
Paper ref
efficiently-aligning-language-models-with-online-natural-language-feedback
arXiv id
2605.04356
Generated at
2026-05-07T20:33:23.439Z
Evidence freshness
stale
Last verification
2026-05-07T20:33:23.439Z
Sources
3
References
0
Coverage
50%
Lineage hash
a51bfff82b7aa0c75ef06a11c4f44700c5eb6b04149a96631df8acea536ccdb2
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