Buildability / Receipt
Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation
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: Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation
/buildability/lightning-opd-efficient-post-training-for-large-reasoning-models-with-offline-on-policy-distillation
Subject: Lightning OPD: Efficient Post-Training for Large Reasoning Models with Offline On-Policy Distillation
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/lightning-opd-efficient-post-training-for-large-reasoning-models-with-offline-on-policy-distillation
Paper ref
lightning-opd-efficient-post-training-for-large-reasoning-models-with-offline-on-policy-distillation
arXiv id
2604.13010
Freshness
Generated at
2026-04-15T16:58:36.846Z
Evidence freshness
stale
Last verification
2026-04-15T16:58:36.846Z
Sources
4
References
0
Coverage
67%
Hash state
Lineage hash
073dee7a3e2e837b4738726e628bc838ed55d054d4784d056cff4bd36c86e9b7
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.