Beyond Bots - Ilia Zintchenko, Ntropy

Today we are dropping another special episode of the Code Story podcast, as part of our series entailed Beyond Bots: the REAL impact of AI on financial services, brought to you by our friends at Ntropy. As a reminder, Ntropy is the most accurate financial data standardization and enrichment API. They can take in any data source, any geography, and understand / enrich a financial transition in milliseconds. Made for developers, for fast, easy implementation. Check out their product at Ntropy.com.Guest: Ilia Zintchenko, CTO & Co-founder of NtropyQuestions:We talked with Nare about Ntropy and LLM's. But let's dig in more.... what is your LLM stack? How did you choose it, what were the considerations?What are the system costs in doing this?How do you optimize on reliability - what sort of lever are you pulling to ensure reliability?'How are you thinking about predictive vs generative learning?You guys have been using small and large LM's since the beginning - why is this significant?What data sources have you been using, and are there some that are better than others?'Have you had to scrub these data sources in any way to prep them for your LM?What is the major benefit that Ntropy is providing by using LLM?What would you go back and change if you could?LinksWebsite: https://www.ntropy.com/LinkedIn: https://www.linkedin.com/in/iliazintchenko/Our Sponsors:* Check out Cash App and use my code CASHAPP10 for a great deal: https://click.cash.app/ui6m/mt82fpxl #CashAppPod. Cash App is a financial services platform, not a bank. Banking services provided by Cash App’s bank partner(s). Prepaid debit cards issued by Sutton Bank, Member FDIC. See terms and conditions at https://cash.app/legal/us/en-us/card-agreement. Cash App Green, overdraft coverage, borrow, cash back offers and promotions provided by Cash App, a Block, Inc. brand. Visit http://cash.app/legal/podcast for full disclosures.* Check out Plaud AI and use my code CODESTORY for a great deal: https://plaud.aiAdvertising Inquiries: https://redcircle.com/brandsPrivacy & Opt-Out: https://redcircle.com/privacy