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/trl-bench-standardizing-cross-paradigm-representation-level-evaluation-of-tabular-encoders
Subject: TRL-Bench: Standardizing Cross-Paradigm Representation-Level Evaluation of Tabular Encoders
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
A coarse condition-number proxy. Large κ signals a near-degenerate spectrum in which a few directions dominate. # αreq [1]. αreq(X) = −βˆ1, log λi = β0 + β1 log i + ϵi, i = 1,...
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
A coarse condition-number proxy. Large κ signals a near-degenerate spectrum in which a few directions dominate. # αreq [1]. αreq(X) = −βˆ1, log λi = β0 + β1 log i + ϵi, i = 1,...,r, (7) where (βˆ0,βˆ1) is the ordinary least-squares estimator. That is
Inference
A coarse condition-number proxy. Large κ signals a near-degenerate spectrum in which a few directions dominate. # αreq [1]. αreq(X) = −βˆ1, log λi = β0 + β1 log i + ϵi, i = 1,...,r, (7) where (βˆ0,βˆ1) is the ordinary least-squares estimator. That is
Hardware
A coarse condition-number proxy. Large κ signals a near-degenerate spectrum in which a few directions dominate. # αreq [1]. αreq(X) = −βˆ1, log λi = β0 + β1 log i + ϵi, i = 1,...,r, (7) where (βˆ0,βˆ1) is the ordinary least-squares estimator. That is
Receipt path
/buildability/trl-bench-standardizing-cross-paradigm-representation-level-evaluation-of-tabular-encoders
Paper ref
trl-bench-standardizing-cross-paradigm-representation-level-evaluation-of-tabular-encoders
arXiv id
2606.09323
Generated at
2026-06-09T03:25:36.055Z
Evidence freshness
fresh
Last verification
2026-06-09T03:25:36.055Z
Sources
7
References
0
Coverage
67%
Lineage hash
35d1420eeefba8003346655a7015692faf45f96a64ac581c62bdc3274e143b86
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.
Canonical opportunity-kernel evidence is available for this receipt window.
references
proof_status