Buildability / Receipt
How Can We Synthesize High-Quality Pretraining Data? A Systematic Study of Prompt Design, Generator Model, and Source Data
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
Ready for execution: How Can We Synthesize High-Quality Pretraining Data? A Systematic Study of Prompt Design, Generator Model, and Source Data
/buildability/how-can-we-synthesize-high-quality-pretraining-data-a-systematic-study-of-prompt-design-generator-model-and-source-data
Subject: How Can We Synthesize High-Quality Pretraining Data? A Systematic Study of Prompt Design, Generator Model, and Source Data
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.
Compute envelope
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/how-can-we-synthesize-high-quality-pretraining-data-a-systematic-study-of-prompt-design-generator-model-and-source-data
Paper ref
how-can-we-synthesize-high-quality-pretraining-data-a-systematic-study-of-prompt-design-generator-model-and-source-data
arXiv id
2604.13977
Freshness
Generated at
2026-04-16T18:19:05.728Z
Evidence freshness
stale
Last verification
2026-04-16T18:19:05.728Z
Sources
5
References
0
Coverage
67%
Hash state
Lineage hash
b57bd3f96bbbb6f0e0650675e4d12becfea602cab6b50bebe45b92cdcaffd471
Canonical opportunity-kernel lineage hash.
Signature state
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.
Blockers
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Some score or evidence fields are outside the preferred freshness window.
references
proof_status
Truth Boundary
External gate remains unresolved for live deployment claims.
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.