Skip to content
You're Probably Sleeping On Computer Use
Midjourney/Every illustration.

You're Probably Sleeping On Computer Use

Plus: Mike's vibe check of a model that answers in probabilities; the computer chores our agents do for us now; and a workflow for making a solid deck with AI

Sep 15, 2026 · 8 min readUpdated Oct 7, 2026

Comments

Today, head of evals Mike Taylor published a Vibe Check of TypeSafe’s Jev, a new kind of model that responds to a fuzzy question with a probability rather than prose, letting your code act on the result directly. It can’t compete with a frontier model on capability but is fast and cheap enough to check work while it’s being done.

Mike is also the reason today’s issue is focused on computer use: Astra’s ability to operate apps by clicking, typing, and scrolling changed his mind about the model. Later, we explain why that happened, how the rest of the team harnesses computer use to check off tedious items on our to-do lists, and how to use AI to create a slide deck that looks the way you want it to.

Was this newsletter forwarded to you? Sign up to get it in your inbox.


Vibe Shift

Computer use turns Astra into Mike’s daily driver

Create a free account to continue reading

The Only Subscription
You Need to Stay at the
Edge of AI

The essential toolkit for those shaping the future

"This might be the best value you
can get from an AI subscription."

- Jay S.

Every ContentEvery Content
AI&I PodcastAI&I Podcast
MonologueMonologue
Every AgentEvery Agent

Join 100,000+ leaders, builders, and innovators

Community members

Already have an account? Sign in.

What is included in a subscription?

Daily insights from AI pioneers + early access to powerful AI tools

PencilFront-row access to the future of AI
CheckIn-depth reviews of new models on release day
CheckPlaybooks and guides for putting AI to work
CheckPrompts and use cases for builders

Related Essays

Comments

You need to login before you can comment. Don't have an account? Sign up!

We use analytics and advertising tools by default. You can update this anytime.