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/when-are-llms-sufficient-policy-optimizers-for-sequential-rl-tasks
Subject: When are LLMs Sufficient Policy Optimizers for Sequential RL Tasks?
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.
Data
{"file name": "input.pdf", "number of pages": 17, "author": "Stephane Hatgis-Kessell; Emma Brunskill"
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": 17, "author": "Stephane Hatgis-Kessell; Emma Brunskill", "title": "When are LLMs Sufficient Policy Optimizers for Sequential RL Tasks?", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 17, "author": "Stephane Hatgis-Kessell; Emma Brunskill", "title": "When are LLMs Sufficient Policy Optimizers for Sequential RL Tasks?", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 17, "author": "Stephane Hatgis-Kessell; Emma Brunskill", "title": "When are LLMs Sufficient Policy Optimizers for Sequential RL Tasks?", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/when-are-llms-sufficient-policy-optimizers-for-sequential-rl-tasks
Paper ref
when-are-llms-sufficient-policy-optimizers-for-sequential-rl-tasks
arXiv id
2605.30719
Generated at
2026-06-01T20:24:21.314Z
Evidence freshness
stale
Last verification
2026-06-01T20:24:21.314Z
Sources
3
References
0
Coverage
50%
Lineage hash
ce0d82ffb83adbe2d970288d043fa31ed76ad1db797fbddf5fb960dac1b8abb7
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.
repo_url
references