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/variational-neurons-in-transformers-for-language-modeling
Subject: Variational Neurons in Transformers for Language Modeling
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/variational-neurons-in-transformers-for-language-modeling
Paper ref
variational-neurons-in-transformers-for-language-modeling
arXiv id
2603.28219
Generated at
2026-03-31T20:23:58.363Z
Evidence freshness
stale
Last verification
2026-03-31T20:23:58.363Z
Sources
3
References
11
Coverage
50%
Lineage hash
713b2ceef92d127a932bfb570e446f48a78580c6da5e3e43b3fdbef89e60d889
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