Two tech luminaries quit their jobs to build AI inspired by fish and bees
A new artificial intelligence research lab aims to solve the field's most pressing problems by drawing inspiration from the animal kingdom — like the movements of a school of fish or the coordination of a colony of bees.
As many of the top companies in the field seek to outdo each other by building ever-larger AI systems, Sakana, which takes its name from the Japanese word for fish, thinks it may be able to do more with less data. The startup plans to make multiple smaller AI models, the kind of technology that powers products like ChatGPT, and have them work together. The idea is that a “swarm” of programs could be just as smart as the massive undertakings from larger organizations.
Founded by two prominent industry researchers, former Google employees David Ha and Llion Jones, Sakana's approach could potentially lead to AI that's cheaper to train and use than existing technology. That includes generative AI, which has captivated Silicon Valley with its ability to spit out text and images in response to prompts. The new venture's approach contrasts with that of companies like OpenAI, which might feed all its data into one large AI program, rather than a series of littler ones.
“Ants move around and dynamically form a bridge by themselves, which might not be the strongest bridge, but they can do it right away and adapt to the environments,” Ha said. “I think this sort of adaptation is one of the very powerful concepts that we see in natural algorithms.”
Ha and Jones are marquee names in the world of AI research. Jones, a Tokyo-based AI researcher, co-authored one of Google's most influential papers in the field, “Attention Is All You Need,” which underpins many of today's most popular AI products. Ha, also based in Tokyo,
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