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From Code to Crops: Roots co-founder Abhi's Cutting-Edge Use of AI in Agriculture

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Conteúdo fornecido por Flavio Rump. Todo o conteúdo do podcast, incluindo episódios, gráficos e descrições de podcast, é carregado e fornecido diretamente por Flavio Rump ou por seu parceiro de plataforma de podcast. Se você acredita que alguém está usando seu trabalho protegido por direitos autorais sem sua permissão, siga o processo descrito aqui https://pt.player.fm/legal.

One of the most exciting conversations I have had all year. Abhi, co-founder and CEO of roots is is a software engineer turned farmer who is really pushing LLMs to the edge of their abilities.
In this interview, we discover how he has been using Google Gemini’s large context windows to feed it thousands of agriculture science papers and discover insights relevant for his agriculture startup Living Roots. His insights have already generated 30% yield increases for smallhold farmers in the first season, at very limited cost!
At roots, Abhi and the team are even going so far as to combine Reinforcement Learning with LLMs reasoning abilities to predict the outcome of agricultural interventions.
During this interview, I really got to think that every research lab on the planet should have the pipeline that Abhi has built. Please watch for a really insightful and fun conversation
Check out roots
https://roots.ag/
Follow Abhi on LinkedIn
https://www.linkedin.com/in/abhimagarwal/
Follow Flavio on LinkedIn for more great content on the intersection of AI and Agriculture/Climate
https://www.linkedin.com/in/flaviorump/
Medium: https://medium.com/@flaviorump
Twitter: https://twitter.com/flaviorump

  continue reading

15 episódios

Artwork
iconCompartilhar
 
Manage episode 444697214 series 2286770
Conteúdo fornecido por Flavio Rump. Todo o conteúdo do podcast, incluindo episódios, gráficos e descrições de podcast, é carregado e fornecido diretamente por Flavio Rump ou por seu parceiro de plataforma de podcast. Se você acredita que alguém está usando seu trabalho protegido por direitos autorais sem sua permissão, siga o processo descrito aqui https://pt.player.fm/legal.

One of the most exciting conversations I have had all year. Abhi, co-founder and CEO of roots is is a software engineer turned farmer who is really pushing LLMs to the edge of their abilities.
In this interview, we discover how he has been using Google Gemini’s large context windows to feed it thousands of agriculture science papers and discover insights relevant for his agriculture startup Living Roots. His insights have already generated 30% yield increases for smallhold farmers in the first season, at very limited cost!
At roots, Abhi and the team are even going so far as to combine Reinforcement Learning with LLMs reasoning abilities to predict the outcome of agricultural interventions.
During this interview, I really got to think that every research lab on the planet should have the pipeline that Abhi has built. Please watch for a really insightful and fun conversation
Check out roots
https://roots.ag/
Follow Abhi on LinkedIn
https://www.linkedin.com/in/abhimagarwal/
Follow Flavio on LinkedIn for more great content on the intersection of AI and Agriculture/Climate
https://www.linkedin.com/in/flaviorump/
Medium: https://medium.com/@flaviorump
Twitter: https://twitter.com/flaviorump

  continue reading

15 episódios

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