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/heterogeneity-in-formal-linguistic-competence-of-language-models-is-data-the-real-bottleneck
Subject: Heterogeneity in Formal Linguistic Competence of Language Models: Is Data the Real Bottleneck?
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Data
{"file name": "input.pdf", "number of pages": 11, "author": "H S V N S Kowndinya Renduchintala; Sumit Bhatia"
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
{"file name": "input.pdf", "number of pages": 11, "author": "H S V N S Kowndinya Renduchintala; Sumit Bhatia", "title": "Heterogeneity in Formal Linguistic Competence of Language Models: Is Data the Real Bottleneck?", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 11, "author": "H S V N S Kowndinya Renduchintala; Sumit Bhatia", "title": "Heterogeneity in Formal Linguistic Competence of Language Models: Is Data the Real Bottleneck?", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 11, "author": "H S V N S Kowndinya Renduchintala; Sumit Bhatia", "title": "Heterogeneity in Formal Linguistic Competence of Language Models: Is Data the Real Bottleneck?", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/heterogeneity-in-formal-linguistic-competence-of-language-models-is-data-the-real-bottleneck
Paper ref
heterogeneity-in-formal-linguistic-competence-of-language-models-is-data-the-real-bottleneck
arXiv id
2604.17930
Generated at
2026-04-21T20:33:49.379Z
Evidence freshness
stale
Last verification
2026-04-21T20:33:49.379Z
Sources
4
References
0
Coverage
83%
Lineage hash
cd81c3bbffd61d7f4910566a0938a4cd3dd2ac730cd8105811996361f375e68b
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.
references