AlphaSense CEO Jack Kokko explains how the financial research platform adopted large language models while retaining certain legacy models.
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“Although I mentioned the sentiment piece, that is still, you know, the incredible sentiment model we built with the prior generation of technology still is running and is doing a job that's better than what we see LLMs doing.”
quote is from the automated transcript, cleaned for reading:
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More from Jack Kokko
PredictionNot checkable as stated
Kokko: AI Will Autonomously Detect Market Shocks and Interview Experts
“When it doesn't find the information, it can recognize that autonomously and go and generate expert calls and have the AI do more expert calls, bring back the information, and now tell you that what does this new thing mean? When the next DeepSeek-like event h…”
Jack KokkoSep 25, 2025▶ 39:07Jack Kokko – Building the Google of Finance at AlphaSense (EP.461)
AssertionNot checkable as stated
Kokko: LLMs Still Struggle with Deep Industry-Level Understanding
“Even today's LLMs still struggle to be able to do that kind of thing at that deep industry level understanding.”
Jack KokkoSep 25, 2025▶ 8:29Jack Kokko – Building the Google of Finance at AlphaSense (EP.461)
AssertionSupported
Kokko: Tegus Acquisition Added Over 1,000 Buy-Side Firms to AlphaSense
“That, of course, led to our much bigger acquisition of Tegas where they were the market leader in that. They'd built by far the largest expert transcript library and a really incredible operation working with a thousand buy side firms out there who were doing …”
Jack KokkoSep 25, 2025▶ 11:02Jack Kokko – Building the Google of Finance at AlphaSense (EP.461)
Disclosure
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“One thing that we built and released Just weeks ago was a new AI interviewer. So our Tegus expert transcript library, it's created by buy-side firms doing interviews with experts and analysts that are hedge fund or VC firm, private equity firm has to get on a …”
Jack KokkoSep 25, 2025▶ 20:28Jack Kokko – Building the Google of Finance at AlphaSense (EP.461)
AssertionNot checkable as stated
Kokko: AI Report Generation Matches Three Weeks of Team Research Output
“Often hear from clients that a single deep research report that our AI produces now gives them same 10 pages that they spent three weeks producing with a team of people.”
Jack KokkoSep 25, 2025▶ 14:34Jack Kokko – Building the Google of Finance at AlphaSense (EP.461)
Insight
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“We are raising the bar, for sure, as any technology that is introduced into the investment process, now everybody's able to do things much more quickly, efficiently, and move more in an agile way, because the research can be applied to so much more that you, i…”
Jack KokkoSep 25, 2025▶ 15:37Jack Kokko – Building the Google of Finance at AlphaSense (EP.461)
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