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/safectrl-rl-inference-time-adaptive-behaviour-control-for-llm-dialogue-via-rl-driven-prompt-optimisation
Subject: SafeCtrl-RL: Inference-Time Adaptive Behaviour Control for LLM Dialogue via RL-Driven Prompt Optimisation
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
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": 19, "author": "Michael Orme; Yanchao Yu; Zhiyuan Tan"
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": 19, "author": "Michael Orme; Yanchao Yu; Zhiyuan Tan", "title": "SafeCtrl-RL: Inference-Time Adaptive Behaviour Control for LLM Dialogue via RL-Driven Prompt Optimisation", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 19, "author": "Michael Orme; Yanchao Yu; Zhiyuan Tan", "title": "SafeCtrl-RL: Inference-Time Adaptive Behaviour Control for LLM Dialogue via RL-Driven Prompt Optimisation", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 19, "author": "Michael Orme; Yanchao Yu; Zhiyuan Tan", "title": "SafeCtrl-RL: Inference-Time Adaptive Behaviour Control for LLM Dialogue via RL-Driven Prompt Optimisation", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/safectrl-rl-inference-time-adaptive-behaviour-control-for-llm-dialogue-via-rl-driven-prompt-optimisation
Paper ref
safectrl-rl-inference-time-adaptive-behaviour-control-for-llm-dialogue-via-rl-driven-prompt-optimisation
arXiv id
2605.25984
Generated at
2026-05-27T00:04:12.536Z
Evidence freshness
stale
Last verification
2026-05-27T00:04:12.536Z
Sources
3
References
0
Coverage
50%
Lineage hash
3e6cbd379adaec7b3be463a3959933b60fdb5566d38b8fe3ee43eb221afcfa5b
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