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/how-open-must-language-models-be-to-enable-reliable-scientific-inference
Subject: How Open Must Language Models be to Enable Reliable Scientific Inference?
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/how-open-must-language-models-be-to-enable-reliable-scientific-inference
Paper ref
how-open-must-language-models-be-to-enable-reliable-scientific-inference
arXiv id
2603.26539
Generated at
2026-03-30T22:00:18.502Z
Evidence freshness
stale
Last verification
2026-03-30T22:00:18.502Z
Sources
4
References
75
Coverage
50%
Lineage hash
6b35378ed647f5ac6027edfc5bdb156b6a39e0a1248f3caf0279c9c1056e422a
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