A new lab says the sameness of AI prose is a training problem. It made the writing less predictable—but not necessarily any better.
Plus: One person running an engineering team of agents, what it costs to stay at the frontier, and the case for AI writing
Off-the-shelf AI couldn’t meet Headway’s security and workflow needs, so it built its own on the Claude Code SDK. Now the whole company uses it.
Plus: We unpack LLM watermarks, a Codex editing workflow, and the week’s AI news
Plus: How AI helped build the Thesis website, an alien companion bringing in $4 million a year, and why the future of harness engineering is doing less
100 thinkers and builders call their shot on the future of great human work with AI
What a surge in daily credit usage taught me about managing operations on the frontier
Plus: Why OpenAI’s Hugging Face incident is a leak and not a hack, what happens when a vibe coder ships a security hole, and how to hire—and secure—an AI employee
A starter framework for evaluating security and assessing risks when your AI agent works where you work
A conference dedicated to the future of work after automation
Plus: AI dictation etiquette, Microsoft’s vision for the agentic web, and the models we’re reaching for this week
Plus: An AI writing policy that makes writers do the thinking, Zuckerberg’s AI Future for Everyone runs on Meta, and a tool that keeps your agents from timing out
The app worked. Nobody, including me, had checked whether it was safe.
Plus: An honest read on GPT-Live, three Maven instructors on unlearning, and the best agent builder is… Microsoft’s?
The custom tools we created for ‘Before the Deluge’—and what they tell us about the state of AI design
Plus: The race for AI coding supremacy, the models Every is using, and a one-shot data visualization
Plus a workflow for managing agents while doing the dishes, why AI needs to be more social, and who to follow on X for design inspiration
How to apply your expertise when AI absorbs the work
You just have to survive the onboarding, the 404s, and 80 things called Copilot to find it
Plus: How OpenAI is remaking software development, our guide to working by voice, and the Builder Pack tops $9,000 in credits
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Katie Parrott
Every Staff
Laura Entis
Dan Shipper
Arielle Shipper
Nityesh Agarwal
Jack Cheng
Aishwarya Reganti
Mike Taylor
