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/propensity-inference-environmental-contributors-to-llm-behaviour
Subject: Propensity Inference: Environmental Contributors to LLM Behaviour
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
# Propensity Inference: Environmental Contributors to LLM Behaviour Effects of environment-specific factors on unsanctioned behaviour ## Explicit Eval Hint - 1:1 1
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
# Propensity Inference: Environmental Contributors to LLM Behaviour Effects of environment-specific factors on unsanctioned behaviour ## Explicit Eval Hint - 1:1 1.5:1 - 2:1 AM: Alert 1:1
Inference
# Propensity Inference: Environmental Contributors to LLM Behaviour Effects of environment-specific factors on unsanctioned behaviour ## Explicit Eval Hint - 1:1 1.5:1 - 2:1 AM: Alert 1:1
Hardware
# Propensity Inference: Environmental Contributors to LLM Behaviour Effects of environment-specific factors on unsanctioned behaviour ## Explicit Eval Hint - 1:1 1.5:1 - 2:1 AM: Alert 1:1
Receipt path
/buildability/propensity-inference-environmental-contributors-to-llm-behaviour
Paper ref
propensity-inference-environmental-contributors-to-llm-behaviour
arXiv id
2604.21098
Generated at
2026-04-24T20:33:11.522Z
Evidence freshness
stale
Last verification
2026-04-24T20:33:11.522Z
Sources
3
References
0
Coverage
50%
Lineage hash
760c05b8b1cfc69df5ba03adbd6f605a01b472bd40e13994974f700ec0b01718
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