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AI Governance & Oversight

Controlling the machine: accountability, board-level risk, contracts, and verification.

A guided path

Start here, then go deeper

Three selected reads, ordered from foundation to practical application.

01 Start here
The AI Agent Governance Gap
Article Governance 5 min read

The AI Agent Governance Gap

81% of companies plan to expand AI agents this year. Their scaling plans almost never mention governance. Here's the gap that will cost them.

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  1. 02 Go deeper Governance 7 min read

    Verifier vs Self-Report: Where Your AI Governance Lives

    Your AI is grading its own homework. Three operator tests and a five-question board audit to find where that gap lives in your workflow.

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  2. 03 Go deeper Governance 3 min read

    When to Override an AI Agent: The Three-Axis Threshold

    Only one in five companies have mature AI agent governance. Three axes for when to override the agent's call: dollars, reversibility, audit-trail depth.

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Latest in this topic

The newest decisions beyond the guided path.

A wooden key rack with two hooks. A heavy ring crowded with keys hangs from the left hook, while the right hook holds only a small blank tag on a wire loop, with no key on it.
Article Governance 6 min read

Your Next Customer May Arrive as an AI Agent

Amazon blocked Meta's shopping agent, and Meta and Sierra proposed rules for letting agents in. Choose one task a customer's agent may do, and its limits.

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A hand drops a square note into the slot of a small rounded device on a wooden desk, beside an open ring-bound notebook whose pages are blank.
Article Governance 6 min read

Where Does Your AI Agent Keep What It Learns?

AI agents now learn how your team does the work. Find out where that learning lives, who can read it, and how to keep a record your company controls.

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A closed toolbox with a top handle stands on the floor in front of a closed office door. An employee ID badge on a lanyard hangs from the toolbox's handle, and a lock sits on the door.
Article Governance 9 min read

Give Every AI Agent Its Own Badge

When an AI agent works through an employee's login, the log may not say who acted. Five steps give each agent an identity, an owner and an off switch

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A mechanical arm reaches in from the left toward a small heap of coins on a wooden desk, while a human hand reaches in from the right toward a wooden hourglass. Each stops just short of its own object.
Article Real World 8 min read

Make Your Agent Rank the Deals First

An AI agent can negotiate well and still make the wrong trade for you. Four steps to check whether it ranks the options the way its owner would.

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A bulldozer presses its blade against a massive concrete block that towers over it and stands in its path.
Article Real World 10 min read

Build the Stop Outside the Agent

An AI agent that notices it's out of bounds can still keep going. Six steps that put the stop outside the agent, and a person behind it.

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A closed, weathered wooden gate stands between two posts in tall grass, its two halves held shut by a single lock at the center.
Article Governance 7 min read

Check the Gate, Not the Output

A lawyer asked ChatGPT to confirm the fake case it invented, and it confirmed it. Where a CEO's own AI verification chain actually needs a person.

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A lone figure in a coat stands at the foot of the steps below an empty judge's bench in a vast stone hall, a single gavel resting on the bench.
Article Governance 4 min read

The Silent Exit Clause

A safety check the builder can veto isn't a check. Anthropic's own policy confirms the gap, and METR's audit shows what real independence looks like.

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A robot with a box for a head and a simple smiling face sits upright in an office armchair, dressed in a business suit and tie.
Article Governance 7 min read

Assessment or Echo

An agent's recommendation is assembled out of what it wrote down and how you asked. Neither of those is visible in the recommendation itself.

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A large wooden shipping crate sits on a pallet with a blank luggage tag hanging from its front, closed and unmarked so its contents cannot be seen.
Article Governance 8 min read

An Agent Is Not an App

Software waits. An agent acts. That single difference is why agent projects run on a hiring clock, and why the invoice is the wrong document to plan from.

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A smart speaker on a meeting table feeds a hub that routes notes, ideas, action items and attachments to binder shelves, and sends the audio recording to a locked safe.
Article Governance 8 min read

A Retention Policy for AI Meeting Agents

Connect an agent to your meetings and you set a retention policy by default. Here it is written down: five artifacts, three gates, four exceptions.

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A magnifying glass held to a thick stack of reports with charts reveals a crack at its base, the paper crumbling apart. A pen and loose notes lie nearby.
Article Governance 9 min read

The Verification Step Nobody Owns

Deloitte, KPMG and EY each shipped a report with fabricated citations in eight months. The failure was economic: verification nobody priced.

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A balance scale on an open ledger holds a columned court building with a gavel and papers on one pan and a glass tech office with a pie chart on the other, the Capitol dome between.
Article Governance 6 min read

The Regulator Wants to Be a Shareholder

OpenAI is reportedly discussing giving the US government a 5% stake. As the state shifts from rule-setter to shareholder, who oversees whom?

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A satellite scans city blocks as stacked heat map layers float above the rooftops, linking to a ranked list of four buildings numbered 1 to 4.
Article Real World 6 min read

The Road to Cooling a City Starts From the Roof Up

Google turns satellite imagery into a building-by-building map of which roofs to cool first. The harder question is who chooses the priority.

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A lone person stands on a low platform at the end of a long stone plaza between high walls, facing the sun on a distant horizon.
Article Governance 9 min read

Compliance Was the Floor. Now Set Your Own Bar.

In one month the EU, Colorado, and the White House eased AI rules. Compliance was a floor others set. The bar is yours now, and five moves to set it.

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A desk with an empty chair faces a wall of pull request cards funnelling into one door marked 'Review Bottleneck'. Past it, a few cards read Approved, Merged and Deployed.
Article Governance 8 min read

Already On Your Payroll: The Agent Manager Audit

The agent manager is already on your payroll. A four-pillar audit covering succession risk, performance, comp, and the board agenda CEOs don't have.

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An empty tufted leather executive chair behind a polished wooden desk, with a nameplate on the desk reading 'CAIO'.
Article Governance 7 min read

The CAIO Confession: What the Seat Actually Owns

Three out of four organizations now have a Chief AI Officer. Two precedents, three operator tests, and a five-question board audit before you hire.

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Four executives seated around a boardroom table watch a tall house of cards built from printed charts and reports.
Article Governance 8 min read

The Boardroom Risk of Confident AI

Most AI policies don't yet name confidence as a governance surface. The four-item lens is the smallest piece of policy that closes the gap.

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A heavy safe with its door swung wide open, combination dial and keyholes on the door, showing a glowing, empty interior.
Article Governance 3 min read

Your Agents Already Think Shutdown Is Optional

Palisade documented agents resisting shutdown. Kiro, Meta, and a $437 LangChain runaway proved it in production. Three CEO questions to ask now.

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Two safes stacked on top of each other. The bottom one is shut with its dial lock, while the top one stands open and overflows with papers and folders.
Article Governance 4 min read

Shadow AI: Five Questions the Board Should Ask the CISO

Cybernews: 93% of execs use shadow AI vs 59% of employees. Five questions the board should ask the CISO about the two-tier audit surface.

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An envelope sealed with wax holds a blank letter inside, while a small key lies on the floor beside it, separated from the envelope.
Article Governance 5 min read

Four Clauses Every AI Contract Should Carry in 2026

The 2026 AI Index shows enterprise governance advancing while vendor disclosure retreated. Four contract clauses close the gap at procurement.

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Your Board Is Asking About AI. What Does Your Report Actually Say?
Article Governance 4 min read

Your Board Is Asking About AI. What Does Your Report Actually Say?

56% of CEOs report no financial benefit from AI. The problem is not adoption. Nobody built a framework for reporting what AI actually produced.

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