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Buildability / Receipt

Training-Free Refinement of Flow Matching with Divergence-based Sampling

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

Watch and verify: Training-Free Refinement of Flow Matching with Divergence-based Sampling

/buildability/training-free-refinement-of-flow-matching-with-divergence-based-sampling

Watchwatch

Subject: Training-Free Refinement of Flow Matching with Divergence-based Sampling

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.

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/training-free-refinement-of-flow-matching-with-divergence-based-sampling

Paper ref

training-free-refinement-of-flow-matching-with-divergence-based-sampling

arXiv id

2604.04646

Freshness

Generated at

2026-04-07T20:12:08.438Z

Evidence freshness

fresh

Last verification

2026-04-07T20:12:08.438Z

Sources

0

References

0

Coverage

0%

Hash state

Lineage hash

9425178c6d1268edc91f75f69812d38c8f13aa72ff3ae05bae72ef0fb4e86d06

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

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

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.