Episode 27: How To Build Terrible AI Systems Vanishing Gradients podcast

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Innehåll tillhandahållet av Hugo Bowne-Anderson. Allt poddinnehåll inklusive avsnitt, grafik och podcastbeskrivningar laddas upp och tillhandahålls direkt av Hugo Bowne-Anderson eller deras podcastplattformspartner. Om du tror att någon använder ditt upphovsrättsskyddade verk utan din tillåtelse kan du följa processen som beskrivs här https://sv.player.fm/legal.

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Episode 27: How to Build Terrible AI Systems

1M ago 1:32:24

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Innehåll tillhandahållet av Hugo Bowne-Anderson. Allt poddinnehåll inklusive avsnitt, grafik och podcastbeskrivningar laddas upp och tillhandahålls direkt av Hugo Bowne-Anderson eller deras podcastplattformspartner. Om du tror att någon använder ditt upphovsrättsskyddade verk utan din tillåtelse kan du följa processen som beskrivs här https://sv.player.fm/legal.

Hugo speaks with Jason Liu, an independent consultant who uses his expertise in recommendation systems to help fast-growing startups build out their RAG applications. He was previously at Meta and Stitch Fix is also the creator of Instructor, Flight, and an ML and data science educator.

They talk about how Jason approaches consulting companies across many industries, including construction and sales, in building production LLM apps, his playbook for getting ML and AI up and running to build and maintain such apps, and the future of tooling to do so.

They take an inverted thinking approach, envisaging all the failure modes that would result in building terrible AI systems, and then figure out how to avoid such pitfalls.

LINKS

Upcoming Livestreams

… continue reading

30 episoder

#Tech #Hugo BowneAnderson Its #Data Science #Machine Learning

Artwork

Episode 27: How to Build Terrible AI Systems

Vanishing Gradients

20 subscribers

published 1M ago

Dela

MP3•Episod hem

Innehåll tillhandahållet av Hugo Bowne-Anderson. Allt poddinnehåll inklusive avsnitt, grafik och podcastbeskrivningar laddas upp och tillhandahålls direkt av Hugo Bowne-Anderson eller deras podcastplattformspartner. Om du tror att någon använder ditt upphovsrättsskyddade verk utan din tillåtelse kan du följa processen som beskrivs här https://sv.player.fm/legal.

Hugo speaks with Jason Liu, an independent consultant who uses his expertise in recommendation systems to help fast-growing startups build out their RAG applications. He was previously at Meta and Stitch Fix is also the creator of Instructor, Flight, and an ML and data science educator.

They talk about how Jason approaches consulting companies across many industries, including construction and sales, in building production LLM apps, his playbook for getting ML and AI up and running to build and maintain such apps, and the future of tooling to do so.

They take an inverted thinking approach, envisaging all the failure modes that would result in building terrible AI systems, and then figure out how to avoid such pitfalls.

LINKS

Upcoming Livestreams

… continue reading

30 episoder

#Tech #Hugo BowneAnderson Its #Data Science #Machine Learning

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