Buildability / Receipt
Towards Effective In-context Cross-domain Knowledge Transfer via Domain-invariant-neurons-based Retrieval
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: Towards Effective In-context Cross-domain Knowledge Transfer via Domain-invariant-neurons-based Retrieval
/buildability/towards-effective-in-context-cross-domain-knowledge-transfer-via-domain-invariant-neurons-based-retrieval
Subject: Towards Effective In-context Cross-domain Knowledge Transfer via Domain-invariant-neurons-based Retrieval
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/towards-effective-in-context-cross-domain-knowledge-transfer-via-domain-invariant-neurons-based-retrieval
Paper ref
towards-effective-in-context-cross-domain-knowledge-transfer-via-domain-invariant-neurons-based-retrieval
arXiv id
2604.05383
Freshness
Generated at
2026-04-08T03:22:09.832Z
Evidence freshness
fresh
Last verification
2026-04-08T03:22:09.832Z
Sources
0
References
0
Coverage
0%
Hash state
Lineage hash
c9fcd7c2ed515fc4ee14e7eafa359eeb86ad365784c89991230322c2e18a4e34
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.