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/bandits-for-efficient-experimentation-adapting-to-control-group-preferences-and-context-drifts
Subject: Bandits for Efficient Experimentation: Adapting to Control Group, Preferences, and Context Drifts
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": 33, "author": "Udvas Das; Waris Radji; Debabrota Basu; Odalric-Ambrym Maillard"
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": 33, "author": "Udvas Das; Waris Radji; Debabrota Basu; Odalric-Ambrym Maillard", "title": "Bandits for Efficient Experimentation: Adapting to Control Group, Preferences, and Context Drifts", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 33, "author": "Udvas Das; Waris Radji; Debabrota Basu; Odalric-Ambrym Maillard", "title": "Bandits for Efficient Experimentation: Adapting to Control Group, Preferences, and Context Drifts", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 33, "author": "Udvas Das; Waris Radji; Debabrota Basu; Odalric-Ambrym Maillard", "title": "Bandits for Efficient Experimentation: Adapting to Control Group, Preferences, and Context Drifts", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/bandits-for-efficient-experimentation-adapting-to-control-group-preferences-and-context-drifts
Paper ref
bandits-for-efficient-experimentation-adapting-to-control-group-preferences-and-context-drifts
arXiv id
2606.09802
Generated at
2026-06-09T05:29:48.487Z
Evidence freshness
fresh
Last verification
2026-06-09T05:29:48.487Z
Sources
3
References
0
Coverage
50%
Lineage hash
40d1f87e2742c083b10d28604676c5386a7aa4edfbd1b92d65e2e5227e11e13a
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.
Canonical opportunity-kernel evidence is available for this receipt window.
repo_url
references