machine learning

2 statements across 2 episodes · 1 bullish · 1 bearish · 2 people on the record · first statement Sep 9, 2024 by Nick Frosst · across every show →

Everything said about machine learning, oldest first

Sep 9, 2024 positive
Insight
Frosst: General-purpose language models replaced task-specific models across NLP tasks
“Language models were this new thing, whereas if you wanted a language model to, you know, extract numbers from a PDF or summarize a call transcript or doing something like that. This was the first time where you were going to be best served by a general purpos…”
Nick Frosst Sep 9, 2024 ▶ 6:59 He built Cohere into a $5.5B AI startup; How to Win in AI; & Why LLMs won't lead to AGI. | Nick F... · PMF Show
Feb 10, 2026 bearish
Insight
Madheswaran: Generative AI cannot reach 99.9% document extraction accuracy alone
“That's where it gets harder. You know, when you're chasing from 99% accuracy to 99.9. Gen AI still doesn't fully help with that. So you still have to kind of do more typical machine learning”
Jay Madheswaran Feb 10, 2026 ▶ 12:38 How I grew to $3M ARR in 6 months—& to a $1B valuation in 2 years. | Jay, Founder of Eve Legal · PMF Show
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