“Run the use after free checks and it gets back an answer in milliseconds instead of minutes or hours”
JE
Jonathan Ellis
AI Engineering Podcast ·
John Coombe · Conversations with Institutional Investors · 146: JANA's John Coombe 2026 - Active Management, AI and The Rise of TPA
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use Claude to search a 30-year database of meeting notes, getting answers in seconds instead of hours
hours → seconds
“Run the use after free checks and it gets back an answer in milliseconds instead of minutes or hours”
“We're getting, you know, using technology to get better meeting notes. It doesn't mean that our researchers aren't putting their own stamp on it”
“With our 2% buffer instead of 3% buffer from 30-year to 40-year, you're helping the consumer get that extra stretch within the prime space”
“I've actually integrated all of my notes ... I took all of those answers and integrated it into the AI project to figure out what are the patterns ... reviewing over 250 financial planning meetings”
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