Nicholas Zinner - Future Shock Newsletter

Watercolor illustration of a poised model walking a catwalk in a dress made from receipts and forms while seated judges inspect the paperwork with clipboards and magnifying glasses.

AI Agents

You Will Be Judged by Your Agent's Paperwork

When you hand work to an AI agent, you stop seeing what it does and start living with what it records.

Watercolor illustration of an AI lab behind glass, with busy internal workstations feeding a simplified public kiosk in a quiet corridor.

The Long View

The Permission Curve

AI progress used to be one curve, with the public riding a short distance behind. Now that models are helping build the next models, the internal and public curves may be splitting into different shapes.

Watercolor factory-office scene: a glowing document machine feeds paperwork into a broken rope net and a pile at an approval doorway.

Shape of the Next Decade

The Broken Rope

When generated work outruns validated work, productivity turns into backlog.

Watercolor illustration of a records-office desk. A document stamped EXPORT covers a crossed-out ACCESS stamp, with server lights behind glass.

AI

The Withdrawal Notice Describes a Different Action

The June 30 letter did not just lift the Fable and Mythos controls. It wrote the shutdown back into the record as a software-export problem, leaving the access theory untouched.

Watercolor illustration of a Victorian island colony at sea, with glass houses, horses, a nanobot swarm dome, and branching foundations below.

Sci-Fi Saturday

The Seed and the Feed

Neal Stephenson imagined abundance with a root. The modern fight over open weights asks who gets to stand between the model and the person trying to use it.

Watercolor illustration of a nightclub entrance. Badged guests walk inside while a bouncer holds a clipboard by a velvet rope and a long public line waits outside.

AI

Who Gets to Use the Model Now?

The government switched Anthropic's model back on, but only for a list of approved names. It will not say what law the list runs on.

Watercolor courtroom sketch of a federal hearing with lawyers, judge, legal papers, and an evidence cart holding a server tower and cables.

AI

Is an AI Answer an Export?

The first court test of Commerce's AI kill switch asks whether hosted model access exports technology, or just returns an answer.

Watercolor diptych contrasting a single monolithic AI tower with a sprawling city-scale network of many digital minds and institutions.

Long View

The DeepMind Paper That Talks to Its Own Future Reader

A heavyweight DeepMind report on the path from AGI to superintelligence slipped past with little coverage. Here are the things that made us stop and reread it.

Watercolor cutaway of a four-floor records office. An amber AI machine sends papers through tubes to backlogged institutional floors.

Shape of the Next Decade

The Four Floors

AI compresses the path to the decision. The decision is still someone’s problem.

Watercolor rail-switching station with an automated cart, sealed package, traced route, and inspector holding a missing authorization slip.

AI Agents

The Agent Runtime Has to Become Inspectable

An engineer can see exactly what an agent did and still not answer whether it was allowed to. Agent runtimes need records that carry permission, scope, and authority.

Watercolor control room with a pulled emergency lever, alarm lights, read-before-pulling signs, and unread binders stacked nearby.

AI

Buried the Lede: How Anthropic Drowned Its Own Safety Plan

Anthropic published a blueprint for how governments should switch off dangerous AI models the same morning it shipped one. Three days later the government switched off Anthropic's.

Watercolor illustration of a woman pausing at an open office doorway, with ghostly rehearsal figures seated around a table inside.

Shape of the Next Decade

The Rehearsal Problem

Cheap simulation can make decisions better informed without making them easier to make. The hardest cases are the choices where information was never the missing ingredient.