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/beyond-the-training-distribution-mapping-generalization-boundaries-in-neural-program-synthesis
Subject: Beyond the Training Distribution: Mapping Generalization Boundaries in Neural Program Synthesis
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
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": 25, "author": "Henrik Voigt; Michael Habeck; Joachim Giesen"
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": 25, "author": "Henrik Voigt; Michael Habeck; Joachim Giesen", "title": "Beyond the Training Distribution: Mapping Generalization Boundaries in Neural Program Synthesis", "creation date": "D:20260501003714+00'00'", "modification date": "D:20260501003714+00'00'", "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 25, "author": "Henrik Voigt; Michael Habeck; Joachim Giesen", "title": "Beyond the Training Distribution: Mapping Generalization Boundaries in Neural Program Synthesis", "creation date": "D:20260501003714+00'00'", "modification date": "D:20260501003714+00'00'", "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 25, "author": "Henrik Voigt; Michael Habeck; Joachim Giesen", "title": "Beyond the Training Distribution: Mapping Generalization Boundaries in Neural Program Synthesis", "creation date": "D:20260501003714+00'00'", "modification date": "D:20260501003714+00'00'", "kids": []}
Receipt path
/buildability/beyond-the-training-distribution-mapping-generalization-boundaries-in-neural-program-synthesis
Paper ref
beyond-the-training-distribution-mapping-generalization-boundaries-in-neural-program-synthesis
arXiv id
2604.27551
Generated at
2026-05-01T15:05:13.082Z
Evidence freshness
stale
Last verification
2026-05-01T15:05:13.082Z
Sources
3
References
0
Coverage
50%
Lineage hash
2ceb011aaeaf06e204a12ab56638d96a3f7f356d730d3a6e8a3c0f450a22b265
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