Was talking with my wife about starting a company, as she works closely with funds on the daily… seems the only way to win in vertical agents rn is to be in the knows on some highly niche, esoteric knowledge around a shared pain point. Building costs are so low that any semi…
My product manager and I were talking today about how industry is moving towards LLMs for recommendation. However, so far in practice, I've found that they're great for augmenting co-occurence with semantic/metadata scoring - but still far from outright replacement of neural…
solving cold-start using cross-domain data - e.g. using reading history to recommend streaming items for someone who's never streamed - is low-hanging fruit. using another domain's taste signals to bootstrap is obvious.
the hard part is finding truly orthogonal taste signals…
We’re excited to introduce Text-to-LoRA: a Hypernetwork that generates task-specific LLM adapters (LoRAs) based on a text description of the task. Catch our presentation at #ICML2025!
Paper: arxiv.org/abs/2506.06105
Code: github.com/SakanaAI/Text-…
Biological systems are capable of…
@BasedBeffJezos Hot takes and dumb takes and uninformed takes and genius takes, all blended into one smooth mix, coming down a light-speed pipe right into YOUR FACE.
The largest Mixture Of Non-Experts Model.
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My research team at Amazon Prime Video is looking for full-time & intern Applied Scientists / Researchers!
If you like working on foundation models, large-scale rec systems, non-stationary processes, numerical optimization, pls reply/DM
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