Add production AML pilots and an ethical public-site cohort - #152
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aruintelligence wants to merge 16 commits into
Open
Add production AML pilots and an ethical public-site cohort#152aruintelligence wants to merge 16 commits into
aruintelligence wants to merge 16 commits into
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Summary
Runs the AML real-screen harness against five live production screens and completes one full detect → decide → ship → recapture → verify loop.
Owned-screen pilots:
https://aruintelligence.com/https://chargergogoplacements.com/before and after shipped remediationPublic open-source cohort:
https://react.dev/https://vite.dev/https://developer.mozilla.org/en-US/Each package binds production viewport artifacts by SHA-256, uses separate labels with provenance, applies only
render_allowed = restoration_value >= attention_cost, and records whether a deterministic result is appropriate to ship.Owned-screen results
9e77955425864e91557f2adb9c9473d4461d56408aecce5bc3cafb3b32b83294.c22acf30c095b3ff5f1a8befa0c735f6c00c106d736dfa361469b56c3a5f7409.74bd6a8d84c5dde4412b970aaa0d98ce011da58138f36a656d0c7c83915bf30a.The ChargerGoGo remediation removed the redundant sales-hours strip and retained the domain-important bailment disclosure in a calmer
Venue note.Public open-source cohort
2d9e18781a4951ee07d06cb3367c3e807a3b9939b06fcbfaa78fd86a1669191b.caba52b8dde98101a292d4484737dac5b2af6512594e2c53658c38ab2696de2a.eaa2da67526039242eecaa526d8855704defaf6085b3eb686b61174015e986d0.The cohort used one ordinary unauthenticated page load per site. No crawling, form submission, access-control testing, circumvention, or third-party outreach occurred. Exact screenshots and rendered artifacts were preserved and hashed outside Git; the repository contains hashes plus small semantic extractions to avoid redistributing site assets.
Evidence and claim boundary
All labels are project-directed operator reviews by OpenAI Codex. Numeric values are declared reviewer judgments, not objective measurements or independent validation. Every receipt correctly reports
real_screen_evidence_eligible: false.A SUPPRESS result on a third-party screen is only a hypothesis for maintainer review. It is not authorization to alter a site and may omit sponsorship, advertising, accessibility, legal, or product constraints. The maintainer notes propose questions and reversible experiments, not verdicts.
Verification