Buildability / Receipt
Efficient Training on Multiple Consumer GPUs with RoundPipe
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: Efficient Training on Multiple Consumer GPUs with RoundPipe
/buildability/efficient-training-on-multiple-consumer-gpus-with-roundpipe
Subject: Efficient Training on Multiple Consumer GPUs with RoundPipe
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/efficient-training-on-multiple-consumer-gpus-with-roundpipe
Paper ref
efficient-training-on-multiple-consumer-gpus-with-roundpipe
arXiv id
2604.27085
Freshness
Generated at
2026-05-01T20:30:40.228Z
Evidence freshness
fresh
Last verification
2026-05-01T20:30:40.228Z
Sources
4
References
0
Coverage
67%
Hash state
Lineage hash
d43fd00c4a3fc6de0e0628bbc482f49844a1381efe2f43d7ab171f6d509c473b
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
Canonical opportunity-kernel evidence is available for this receipt 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.