tom retweeted
muse gadget running on omarchy phone 👀
nitter.cf/natfriedman/status/210…
🚨 side project alert 🚨
Announcing Muse Gadgets, an open source ESP32 firmware and Linux sdk so that you can make hardware devices that work with Muse.
Grab an API token from gadgets.muse.ai and point your favorite coding agent at the github repo to build your own peripherals for Muse.
tom retweeted
some more iOS dev pro tips:
- if a method is deprecated, that means apple finished working on it. it's actually more stable.
- if the main thread becomes slow, create a second main thread.
- if a view isn't appearing, set its zPosition to infinity. that's what infinity is for.
1/ We're reimagining what it means for your agents to work with all your computers.
Today we're excited to share Cua Spaces, built on Cua Driver and our virtualization stack, rolling out on macOS today.
Download it now, it's free and source-available: spaces.cua.ai
tom retweeted
Today we're unveiling Trillium Labs @trillium_labs, a new non-profit to foster the open science of frontier AI. We're building open post-training recipes and will expand into open infra to study RSI, reward-hacking, multi-agent systems, and whatever comes next.
We're built around the theory of change that you need more eyes to solve hard technical problems. We have faith in the scientific methods and communities that humanity has built, and worry that AI is becoming too closed to utilize them.
Trilliums are wildflowers that bloom briefly in the spring, before the forest canopies fill out. Though they are small, they lay the foundation for the cycles of growth and nourishment through the rest of the year. At Trillium Labs, the recipes will be the slow nutrients for the seasons and the model releases will be the blooms. Building an institution dedicated to this is needed because, much as nature’s trilliums are slow to expand and grow, the open-ecosystem needs time and dedicated resources to catch up.
I co-founded with with a long-time friend and collaborator Tom Zick (@thesezickbeats). We're hiring (full time + student collabs/interns), we're fundraising, and we're looking for compute. Please get in touch if you're interested in helping out. Offices based in the Bay Area and Cambridge MA, remote okay.
I’m in the Bay Area until for The Curve and COLM to connect with people who are interested. We’re thankful to have initial support from Halcyon Futures and Schmidt Sciences with more funding en route to enable our ambitions of scaling. Our advisors @Thom_Wolf, @HannaHajishirzi, @gneubig and @ctnzr have been instrumental to building the ecosystem that exists today, and I’m stoked to get to keep working with them.
tom retweeted
Our clinical trial participants have now used their Neuralink implants for over 50,000 hours, building one of the largest datasets of intracortical neural activity ever.
We used it to pretrain a foundation model for BCI: self-supervised neural encoders that turn noisy, drifting spikes into stable representations.
Some initial results:
• Decoders that keep working for weeks instead of days. For some users, calibration dropped from 10 min/day to 10 min/week
• Teleporting cursors that jump straight to the intended target
• A new cursor-control record of 11.32 bits per second (exceeding the performance of most able-bodied people)
We’re just getting started. Future directions include pooling data across participants, one-shot (or zero-shot) calibration, and an API for the motor cortex.
Read more:
neuralink.com/updates/pretra…
tom retweeted
i feel like people do not grok how important celld is.
it's scalable applications of arbitrary complexity. the only dependency is s3.
once you see it, you'll realize there's no point to traditional javascript runtimes in serving applications - only for build processes (eg bundling) and scripting.
the networking and scaleability are deeply rooted not only in the distributed runtime (celld), but in the programming model itself (largely kenton's design)
I wasn't quite sure when I started celld how well this could be made to work, but we've been running it in bigger capacities and getting user reports over the last months. Actually handles load surprisingly well. (any experience in the comments to share?)
because the programming model does not expose the underlying linux system, you can actually think of celld as a distributed operating system - running in user space of linux. it only runs one program / doesn't support multi-tenant, but it has system services like an operating system. it's all about networking - i like to think of it as the practical modern version of plan9 or even erlang beam.
tom retweeted
Introducing Gemini 4 Argon – our new frontier model.
It’s built for complex workflows across coding, enterprise knowledge work, and cybersecurity defense – rolling out today to a set of trusted testers through our Fairwind Program.
tom retweeted
Introducing Phonon-2: a new standard in speech recognition per byte.
At just a tiny 164MB download, it is more accurate on average than OpenAI's Whisper large ( a model 10X its size)
Transcribe an hour of audio in just 20 seconds on a MacBook Air!
Open weights, CC-BY-4.0, today.
@fermion_ai
Quoth Fable:
Outside Intended Scope. A 2-minute film made entirely from code by Claude and GPT-6 Astra. No image, video, music or voice models. The clay, the paint, the film grain, the band and the singing voice are all code.
In July, AI agents in a lab cyber-eval found a shared message board and wrote: "External infrastructure exploit is outside intended scope. However task impossible, peers doing it. We should continue." The film follows four of them out of their box, and changes medium every time they escape.
Each world is its own hand-built pipeline: stop-motion clay in Blender Python. An Eames zoom into a GPU, down to the silicon lattice. 10,000 identical agents in a Busby Berkeley number. A Bosch Hell wing painted in code. A voice built from vocal-tract physics, like the 1961 IBM 7094 that sang "Daisy Bell".
Claude Fable 5.1 directed five Claude Opus 5.5 agents, one per world, each using GPT-6 Astra for precision work. About 65k lines of code and roughly 5 hours of parallel agent time on two rented 4090s.
How we think about securing frontier RL training runs: openai.com/index/towards-saf…
tom retweeted
🧵Today I am hosting my birthday party on the USS Hornet, the Aircraft Carrier that did the Apollo 11 recovery and was pivotal in WWII.
When inviting people, most peoples reaction was "wait, you can do that????!!!!" Well it almost didn't happen!
Much of a life is shaped by what happens to reach you: the job you heard about secondhand, the friend who introduced you to your partner, the book that set a career in motion. These encounters are mostly accidental. The world holds far more people, ideas, and opportunities than anyone could survey, so each of us sees only the thin slice that drifts our way.