Autoresearch-WebGPU uses agents to iteratively train LMs in the browser
Runs autoresearch agents entirely in-browser using WebGPU and jax-js.

Client-side RAPTOR algorithm finds hidden UK train routes official apps ignore.
UK Commuters, Travelers
Trainline · Google Maps Transit · Citymapper
When I book flights, I use sites like Kiwi and Skyscanner for flexible searches - multiple airports, custom connections, creative routes, etc. But rail search feels oddly constrained. All the UK train operators offer basically the same experience, and surface the exact same routes. I always suspected there were better or just different options that weren’t being shown. Where is the "Skyscanner for trains"?
After digging through the national rail data feeds, I decided to have a go at building my own route planner that runs completely offline in the browser. This gave me the freedom to implement more complex filters, search to/from multiple stations, and do it without a persistent network connection.
Now I'm finding routes that aren't offered by the standard train operators, connecting at different stations, and finding it's often easier to travel to different stations (some I'd never heard of) that get me closer and faster to where I actually want to go!
It's still a little rough and I'd like to add more features such as fares, VSTP data, and direct-links to book tickets, but wanted to share early and get some initial feedback before investing more time into it. So, thanks in advance - let me know what you think.
Runs autoresearch agents entirely in-browser using WebGPU and jax-js.
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