Atlas Search

Find an idea, then follow its edges.

Search by concept, mechanism, symbol, or tag. Results keep domain, snippet, and tags visible so discovery still feels connected to the learning path.

259 indexed entriesdomains firstfoundations archive optionalsnippets included

Where You Are

First route: Attention to Serving

A new learner should see one concrete path: map or search a claim, inspect the route graph, open Efficient Attention, predict the KV-cache lever, review the claim boundary, and leave a reproduction or repair note attached to the exact claim, equation, or demo it concerns.

QuestionHow does attention become a serving bottleneck?
Next repairEfficient Attention
Lab stateKV prediction lab live
SearchSearch returns a recommended next action.

Open Efficient Attention, then return to the KV lab.

Scope labels requiredPreviews and browser-local state are labeled; claims get review before any comparison; reproduction notes stay attached to the exact claim, equation, or demo they describe.

This early version makes no benchmark, hosted-compute, automatic expert review, or live runtime-performance claims.

Reading Results

Search should return a next step, not a pile of links.

For a learner, results should reveal prerequisites. For a researcher, they should expose assumptions and the runnable code behind a claim. For a professor, they should surface teachable sequences.

Type to search.
Not sure where to start? Try dot product, attention, or Adam.