Buildability / Receipt
Learning from Contrasts: Synthesizing Reasoning Paths from Diverse Search Trajectories
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: Learning from Contrasts: Synthesizing Reasoning Paths from Diverse Search Trajectories
/buildability/learning-from-contrasts-synthesizing-reasoning-paths-from-diverse-search-trajectories
Subject: Learning from Contrasts: Synthesizing Reasoning Paths from Diverse Search Trajectories
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/learning-from-contrasts-synthesizing-reasoning-paths-from-diverse-search-trajectories
Paper ref
learning-from-contrasts-synthesizing-reasoning-paths-from-diverse-search-trajectories
arXiv id
2604.11365
Freshness
Generated at
2026-04-14T20:32:57.678Z
Evidence freshness
stale
Last verification
2026-04-14T20:32:57.678Z
Sources
4
References
0
Coverage
67%
Hash state
Lineage hash
94ed3f907d5567d5d0348cc41f130e68760adcb6cf9c8c41472c09a925b33716
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: repo_url
- Missing: references
Some score or evidence fields are outside the preferred freshness window.
repo_url
references
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.