scenarios

• It’s imperative that we situate the public algorithmic feeds as more equal to the rest of our information ecology. It’s not the beginning and end. It means going back to using group chats. But also, simply going offline again and investing in local communities. It’s not saying we should toss out the public web and algorithms. But, it’s one part of

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Our vision is to transform scientific discovery from sporadic breakthroughs into a continuous, predictable process. Instead of waiting years between major advances, we envision AI systems that can sustain the kind of relentless momentum that drives paradigm shifts — not through individual moments of genius, but through systematic exploration.

Locus maintains consistent performance improvement up to several days by orchestrating thousands of experiments simultaneously. This massive parallelization enables a new type of scientific process, one that facilitates structured long-horizon exploration of unsolved problems