LLM for Incentive Design in Mobility Systems
Can an LLM design the incentives that make shared mobility actually work?
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1 min read
Can an LLM design the incentives that make shared mobility actually work?
A parameter-free way to turn a whole microbial community into one honest vector.
Made a genomic foundation model 2–5× faster to train — and found a 50 kb bug that was quietly wrecking its interpretability.
Turning materials-science analysis into something you can just... upload a CSV to.
Where should you put the next sensor in Lake Michigan? Let uncertainty decide.
More work is on the way — this slot exists so the room to grow is visible.