Buildability / Receipt
Learning from Synthetic Data via Provenance-Based Input Gradient Guidance
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
Not build-ready: Learning from Synthetic Data via Provenance-Based Input Gradient Guidance
/buildability/learning-from-synthetic-data-via-provenance-based-input-gradient-guidance
Subject: Learning from Synthetic Data via Provenance-Based Input Gradient Guidance
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.
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/learning-from-synthetic-data-via-provenance-based-input-gradient-guidance
Paper ref
learning-from-synthetic-data-via-provenance-based-input-gradient-guidance
arXiv id
2604.02946
Freshness
Generated at
2026-04-06T20:16:59.808Z
Evidence freshness
fresh
Last verification
2026-04-06T20:16:59.808Z
Sources
0
References
0
Coverage
0%
Hash state
Lineage hash
6dfd57653259da243d429e158d63e8955ce1d8eacc1d9882292039489333be48
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: paper_evidence_receipts.references_count
- Missing: paper_evidence_receipts.coverage
- Unknown: Canonical evidence receipt has not been materialized yet.
Some score or evidence fields are outside the preferred freshness window.
paper_evidence_receipts.references_count
paper_evidence_receipts.coverage
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.