Production AI Institute · Public recordRecord

Today's public AI briefing: what changed, what went wrong, and what the evidence says.

Today's AI briefingThe daily record of what changed and broke.Public record explorerSearch every incident, entity, and source.

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Inspect tools, incidents, and data-use disclosures against the public record.

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Check an AI toolWhat a tool actually does with your data.Run exposure checkTest your own stack against the record.Data-use indexDisclosures across the major AI tools.Incident registryDocumented production AI failures.

The Lab

Independent research instruments: model and agent scorecards, moral-reasoning evals, and ecosystem assessments.

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The LabHow frontier models and agents actually perform.AI Morality CompassTest models on hard moral cases.Agent readinessIs the agent ecosystem production-ready?Ecosystem assessmentsIndependent reviews of the AI stack.Model & agent evalsOpen evaluations and their results.Research libraryEvidence-led analysis and briefings.

Learn

The open standard, the tools built on it, and the research that interprets the record.

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The FrameworkThe open production safety framework, explained.AI Adoption GuideFive stages from gated access to safe autonomy.Production AI Deployment GuideBuild a governed production system on Microsoft or AWS.Five-Year Automation RoadmapSequence enterprise capability, controls, and value.WorkflowOS · open sourceBuild governed AI workflows.Workflow libraryReady-made governed workflows.InsightsResearch articles on the record.

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Turn uncertainty into public evidence: ask, disclose, build evidence, or correct.

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Ask for disclosureRequest a public data-use answer.Submit a correctionFlag something wrong or missing on the record.Save a watchTell PAI what to keep current for you.

Method

How the public record is made, governed, corrected, cited, and kept independent.

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How records are madeSourcing, review, and correction.

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PAI WorkflowOS evidence tool

Capture a client process and turn it into a usable workflow map.

Built for delivery teams and evidence reviewers: run a structured discovery conversation, generate a current-state WorkflowOS graph, and leave the room with a PSF-aligned feasibility readout.

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Production AI Institute

The public record and operating memory for production AI: what changed, what broke, and what the evidence says.

WorkflowOS · open source (MIT)

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Briefing

Overview Today's AI briefing Public record explorer

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Check an AI tool Run exposure check Data-use index Incident registry

The Lab

The Lab AI Morality Compass Agent readiness Ecosystem assessments Model & agent evals Research library

Learn

The Framework AI Adoption Guide Production AI Deployment Guide Five-Year Automation Roadmap WorkflowOS · open source Workflow library Insights

Act

Ask for disclosure Submit a correction Save a watch

Method & trust

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