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Bureau of AI
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AI governance and model risk intelligence.
Glossary, vendor directory and webinars at bureauofai.org
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Bureau of AI: AI governance and model risk intelligence.

Here we share terms from our glossary, plus our vendor directory and webinars.

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AI Worm Risk: A Model Risk Checklist for IoT Deployments

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AI Worm Risk: A Model Risk Checklist for IoT Deployments
This checklist helps model risk managers address AI worm risks in IoT deployments by mapping propagation stages to controls and monitoring edge devices.
bureauofai.org
November 3, 2026 at 8:07 PM
Term of the day: Responsible AI

Responsible AI refers to the practices, principles, and steps organizations take to develop and use AI systems in ways that benefit society while reducing the risk of harm. It generally...

Full definition: bureauofai.org/glossary/responsible-ai

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November 3, 2026 at 4:08 PM
A Transparency Register Entry for High-Stakes AI Tools

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A Transparency Register Entry for High-Stakes AI Tools
High-stakes AI tools in government lack transparency, risking rights and accountability. A detailed register template ensures oversight and public disclosure.
bureauofai.org
November 2, 2026 at 8:06 PM
Term of the day: Residual Risk

Residual risk is the risk that remains after an organization has applied controls, safeguards, or other measures to reduce an initial level of risk. In other words, even after protective...

Full definition: bureauofai.org/glossary/residual-risk

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November 2, 2026 at 4:09 PM
Two State Chatbot Laws, Two Compliance Playbooks

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Two State Chatbot Laws, Two Compliance Playbooks
Explore how New York's prohibition model and California's oversight approach shape chatbot compliance, focusing on protecting minors through distinct legal frameworks.
bureauofai.org
November 1, 2026 at 8:06 PM
Term of the day: Reproducibility

Reproducibility is the ability to get the same results again by using the same input data, methods, and code under the same conditions. In practice, it means that if someone repeats a...

Full definition: bureauofai.org/glossary/reproducibility

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November 1, 2026 at 4:08 PM
Instrumenting AI Agents So You Can Reconstruct Every Action

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Instrumenting AI Agents So You Can Reconstruct Every Action
Explore the urgent need for AI agent observability standards to enable real-time monitoring, accountability, and full reconstruction of agent actions.
bureauofai.org
October 31, 2026 at 7:06 PM
Term of the day: Remediation

Remediation is the act or process of correcting something that is deficient, faulty, or not working as it should. In a general sense, it means fixing a problem or improving a situation that has...

Full definition: bureauofai.org/glossary/remediation

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October 31, 2026 at 3:08 PM
Should Developers Document What Deployers Must Disclose?

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Should Developers Document What Deployers Must Disclose?
Colorado's ADMT Act highlights the need for developer documentation to support deployer transparency obligations, ensuring compliance and protecting consumers.
bureauofai.org
October 30, 2026 at 7:07 PM
Term of the day: Regulatory Sandbox

A regulatory sandbox is a controlled environment set up by a regulator that lets firms test innovative products or services under supervision, often with some relief from certain...

Full definition: bureauofai.org/glossary/regulatory-sandbox

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October 30, 2026 at 3:10 PM
AI-Run Companies: Five Liability Mistakes You'll Make Before Delaware's Sandbox Opens

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AI-Run Companies: Five Liability Mistakes You'll Make Before Delaware's Sandbox Opens
Delaware's AI-run company proposal reveals key liability gaps. Learn the five common mistakes in AI governance to manage risk before regulations take effect.
bureauofai.org
October 29, 2026 at 7:06 PM
Term of the day: Regression Detection

Regression detection is the practice of checking whether a change to software—or to a model or system built on software—has caused something that previously worked correctly...

Full definition: bureauofai.org/glossary/regression-detection

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October 29, 2026 at 3:11 PM
Can We Use AI to Evaluate This Bid?

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Can We Use AI to Evaluate This Bid?
Federal procurement requires clear AI governance to maintain transparency, accountability, and fairness in bid evaluations while complying with existing regulations.
bureauofai.org
October 28, 2026 at 7:06 PM
Term of the day: Red Teaming

Red teaming is a practice in which authorized specialists deliberately simulate real-world attacks or adversarial behavior against an organization's systems to test their defenses and uncover...

Full definition: bureauofai.org/glossary/red-teaming

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October 28, 2026 at 3:09 PM
Can Your AI Safety Program Survive Simultaneous Threats?

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Can Your AI Safety Program Survive Simultaneous Threats?
Managing AI risk requires synchronized technological, legal, and regulatory measures to address threats and maintain control over AI development.
bureauofai.org
October 27, 2026 at 7:06 PM
Term of the day: Record-Keeping

Record-keeping is the practice of recording and storing important information so it can be referenced later. In an organizational setting, it typically means keeping consistent, formal...

Full definition: bureauofai.org/glossary/record-keeping

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October 27, 2026 at 3:09 PM
EN 18286:2026 Is Now Law: Your Compliance Roadmap

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EN 18286:2026 Is Now Law: Your Compliance Roadmap
EN 18286:2026 introduces the EU's first harmonized AI quality management standard, providing a clear compliance path for high-risk AI systems.
bureauofai.org
October 26, 2026 at 7:06 PM
Term of the day: Recall

In the context of AI and machine learning, recall measures how well a model finds the items it is supposed to find. It answers the question: of all the cases that were actually positive, what fraction...

Full definition: bureauofai.org/glossary/recall

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October 26, 2026 at 3:09 PM
Build an Incident Response Protocol for AI Agent Safety Events

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Build an Incident Response Protocol for AI Agent Safety Events
The FTC's probe into AI safety incidents stresses the need for protocols that document and manage AI agent breaches to ensure regulatory compliance.
bureauofai.org
October 25, 2026 at 7:06 PM
Term of the day: Re-Identification Risk

Re-identification risk is the likelihood that data which has been anonymized or de-identified can be linked back to the specific individuals it describes. This typically...

Full definition: bureauofai.org/glossary/re-identification-risk

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October 25, 2026 at 3:08 PM
AI Standards Won't Save You (If You Believe These Myths)

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AI Standards Won't Save You (If You Believe These Myths)
International AI standards serve as operational infrastructure supporting governance across borders, but relying on myths about them can delay effective AI risk management.
bureauofai.org
October 24, 2026 at 7:07 PM
Term of the day: Rate Limiting

Rate limiting is a control that caps how many requests or how much data a user or system can send within a set period of time. It is commonly used to prevent any single client from...

Full definition: bureauofai.org/glossary/rate-limiting

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October 24, 2026 at 3:10 PM
Should You Draft Your Own AI Safety Bill?

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Should You Draft Your Own AI Safety Bill?
Anthropic's draft AI safety bill reveals the complexities of corporate influence and regulatory capture in AI policy-making, guiding when to draft or respond.
bureauofai.org
October 23, 2026 at 7:06 PM