Buildability / Receipt
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
/buildability/faster-value-guided-sampling-for-fast-rl
Subject: FASTER: Value-Guided Sampling for Fast RL
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.
Data
{"file name": "input.pdf", "number of pages": 16, "author": "Perry Dong; Alexander Swerdlow; Dorsa Sadigh; Chelsea Finn", "title": "FASTER: Value-Guided Sampling for Fast RL"
Truth Boundary
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.
Compute
{"file name": "input.pdf", "number of pages": 16, "author": "Perry Dong; Alexander Swerdlow; Dorsa Sadigh; Chelsea Finn", "title": "FASTER: Value-Guided Sampling for Fast RL", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 16, "author": "Perry Dong; Alexander Swerdlow; Dorsa Sadigh; Chelsea Finn", "title": "FASTER: Value-Guided Sampling for Fast RL", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 16, "author": "Perry Dong; Alexander Swerdlow; Dorsa Sadigh; Chelsea Finn", "title": "FASTER: Value-Guided Sampling for Fast RL", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/faster-value-guided-sampling-for-fast-rl
Paper ref
faster-value-guided-sampling-for-fast-rl
arXiv id
2604.19730
Generated at
2026-04-22T20:32:42.561Z
Evidence freshness
stale
Last verification
2026-04-22T20:32:42.561Z
Sources
4
References
0
Coverage
83%
Lineage hash
ab3e070dce9e9e1c0a0be2951c142d6abe6096edd2308b58ea18cc520df7d89f
Canonical opportunity-kernel lineage hash.
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.
Some score or evidence fields are outside the preferred freshness window.
references