







Peter, our lab director, will announce a major new initiative. You’ll hear about two researchers who have recently joined our staff. Finally, we’ve got a collection of lab notes about Programmable Ink.
Magic Ink: Information Software and the Graphical Interface
This draft was released March 15, 2006. Please email comments to bretworrydream.com. You can also download the PDF.
Magic Ink: Information Software and the Graphical Interface
This draft was released March 15, 2006. Please email comments to bretworrydream.com. You can also download the PDF.
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Advanced Research + Invention Agency (ARIA) is an R&D funding agency built to unlock scientific and technological breakthroughs that benefit everyone.

supernote-cli: pen, paper, and a pipe
A recent NYT piece argued we need a mental fitness revolution to combat the cognitive decay caused by algorithmic feeds and generative AI. It's an efficient one-two punch. If you're not brainrotting on short form video content, you're outsourcing all of your thinking to an LLM. The result is a kind of cognitive strip-mining. What's left requires active defense. For me, one way of defending that capacity for deep work is with a pen on e-ink. Whether it's annotating a paper or starting a sketch from scratch, I'm intentionally making room for focused thought. My army of clawed Claudes and Codexes will just have to wait.
SOTA OCR with Core ML and dots.ocr
We’re on a journey to advance and democratize artificial intelligence through open source and open science.

derek guy on Twitter / X
I suspect we're approaching a time where if you want to protect creative work, it has to be something that can't be digitized. AI has made is so that creative works speed run through the lifecycle from cool to cliche in a matter of months. This contributes to our cultural… https://t.co/HJYL6Tj6t4— derek guy (@dieworkwear) September 19, 2026
The only reason you’ll ever need not to write with AI — The Carlson Lab
Over the last year, our lab has been developing a policy on AI use. To do this, we did three main things: We read a lot of academic publications and tech news. We set up an #ai channel on our lab Slack to share news, experiences, and memes. We had several long and grueling lab meetings talk

Tiles Notebook | Note Taking Tool With AI Agents
A notebook that makes working with AI agents easier.
Idea Nation | Alexandre Plennevaux 🇧🇪🇪🇺 | Offprint
Free Skills and plugins to collaboration with AI agents better and cheaper.
Celebrating the 75th Anniversary of the Turing Test
MacPaw Partners with Liquid AI to Bring On-Device AI to Millions of Mac Users — Blog
MacPaw partners with Liquid AI to bring private, fast, on-device AI to millions of Mac users, starting with the Eney assistant for macOS.

expede.wtf
🏢 Senior researcher at Ink & Switch 🎟️ Core spec editor at the UCAN working group 🔰Wants to learn all the things!
Beautiful UI — Crafted primitives for AI-native interfaces
A small library of extremely crafted, copy-paste components for chat agents, thinking states, human-in-the-loop approvals, and everything agents need to talk to humans beautifully.
Ink & Switch
An independent research lab exploring the future of tools for thought.

I think this blueprint is exceptionally good. There are a few details I wish it would have added, but this is my favorite policy proposal (if you could call it that) to date related to AI standards/assurance. x.com/americans4ri/status/208692183…
Americans for Responsible Innovation (@americans4ri) on X
x.comThis is SO INCREDIBLY EXTREMELY valuable! Writing policy is really difficult, whether it's designed for humans or machines.
Dave Willner
At TrustCon this year I talked about a technique we’ve developed for automatically optimizing content-moderation policies, using an inversion of the binocular labeling approach Zentropi had already pioneered. Today we're shipping the tool that technique became. blog.zentropi.ai/optimizing-our-policy-optimiz…