Build your own terminal UI component that renders on the web Open-Source 💃👍 github.com/thoughtfulll...
Chris Roth
@rothific.bsky.social
AI @ Mozilla. Focused on on-device AI, local-first data, agent architecture, and AI safety.
I'm building a custom harness that runs Gemma 4 on-device via MLX in the same process as the harness itself. This opens the door to interesting things like directly accessing activation layers, real-time interp, etc. Check it out! github.com/cjroth/mlx-h...
GitHub - cjroth/mlx-harness: What happens when inference and harness are one?
What happens when inference and harness are one? Contribute to cjroth/mlx-harness development by creating an account on GitHub.
github.com
There's only 3 major browser engines left. Only one is independent: Gecko, the engine behind Firefox and all of its forks. That independence matters because fewer engines means less choice in how the web is built. blog.mozilla.org/netpolicy/20...
Competition, Innovation, and the Future of the Web – Why Independent Browser Engines Matter – Open Policy & Advocacy
Gecko matters because it ensures there’s an independent voice shaping how the internet evolves. Without Gecko, the landscape would be dominated by Apple and Google alone. From accessing information, c...
blog.mozilla.org
I'm experimenting with building an x-ray for LLMs using sparse autoencoders. Most of the work for SAEs is research oriented, so I decided to try something more practical. I'm building a rust library that runs small on-device models and watches what they are thinking as they run.
GitHub - cjroth/neuroscope: Real-time "x-ray vision" into LLMs' minds
Real-time "x-ray vision" into LLMs' minds. Contribute to cjroth/neuroscope development by creating an account on GitHub.
github.com
Brutal numbers for US tech sector jobs released today—overall, employment decreased by 12k last month and is down 57k over the last year That's now nearly as bad as the worst of the 2024 tech-cession, and significantly worse than either the 2008 or 2020 recessions
Will prompt injection be effectively solved by end of 2026? Just launched a prediction market on Manifold to explore this. manifold.markets/ProbabilityP...
I built a TUI for investment rebalancing! Upload a CSV of account positions, tell it what percent you want, and it calculates the trades. The crazy thing is it's a cross platform browser <> terminal app. Demo inside! www.cjroth.com/blog/2026-02...
Building An Investment Rebalancer TUI | Chris Roth
I built a browser-compatible terminal app.
cjroth.com