Cross-Hotel Source Acquisition Benchmark: Full Results
Updated 24-run ledger including bounded Firecrawl recovery, retained sources, hashes, failures, and final package status.
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Which Local Model Can Turn a Hotel into a Source List?
A 28-route benchmark starting with only a hotel name and full address: models planned searches, selected websites, and faced deterministic retrieval validation.
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Hotel to Source List: Full 28-Model Discovery Report
Every query plan, selected website, raw response, scoring receipt, and retrieval result from the controlled hotel source-discovery benchmark.
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Local Hotel Source Selection: 28-Model Benchmark
A grid comparing every installed non-coding, non-vision text model on the bounded hotel source-selection task, plus paired local-versus-remote speed trials.
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Hotel Source Selection Model Benchmark: Full Results
Exact prompt, candidate catalog, scoring receipts, telemetry, and raw output from 28 local and remote text-model runs.
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Hotel Source Acquisition Smoke Test: DoubleTree Skokie
Executed first-step source acquisition for the Skokie DoubleTree, with the exact frozen source package the next no-web extraction card would receive and full failure/recovery disclosure.
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Hotel Review Workflow Smoke Test: First Local-Model Cards
The exact first-wave local-model discovery cards for three hotel classes, including complete prompts, limits, dependencies, outputs, receipts, and stop conditions.
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Local-First Hotel Review Capability Experiment — Models, Failures, and Usage
Experimental capability test report — this documents a non-production model workflow, including failures and incomplete telemetry; linked reviews may contain errors.