LLMs for Small-Cap Equity Research

• (02:15) - Thoma Bravo Loses Medallia
• (10:28) - GPT 5.5 Released
• (11:32) - 𝕏 Timeline Reactions
• (29:23) - Victor Boyd, co-founder and CTO of Cavalla Industries, discusses the development of autonomous forklifts aimed at delivering goods anywhere within hours. He explains the challenges faced with retrofitting existing forklifts due to their inconsistent internal designs, leading the company to build their own forklift to ensure reliability and scalability. Boyd also highlights the integration of teleoperation using Xbox controllers, allowing remote human intervention when necessary, and emphasizes the importance of delivering consistent results to customers, regardless of the level of autonomy achieved.
• (41:03) - Alex Shieh, a former Brown University student and co-founder of The Antifraud Company, discusses his firm's mission to utilize AI models for detecting government fraud and pursuing legal action against fraudsters, operating on a contingency basis where they earn a percentage of recovered funds. He explains the company's approach of combining open-source intelligence with AI to proactively identify fraudulent activities, emphasizing the importance of outbound investigations over waiting for insider tips. Shieh also highlights the significant impact of fraud on taxpayer dollars and the necessity of restoring trust in public institutions through efficient fraud detection and recovery efforts.
• (52:10) - Nick Dobroshinsky, the youngest-ever Thiel Fellow, has developed Every Ticker, a platform that utilizes large language models to generate high-quality research reports on all U.S. stocks, particularly focusing on small, mid, and micro-cap stocks often overlooked by Wall Street. He emphasizes that Every Ticker does not provide financial advice but instead aggregates and synthesizes research to help investors make informed decisions. Currently, the platform offers over 5,000 free reports, with plans to transition to a subscription model in the future.
• (01:00:59) - Spirit Airlines Eyes $500M Rescue
• (01:02:34) - Ishan Gupta is the Co-Founder and CTO of Juicebox, an AI-powered recruiting platform that leverages large language models to help companies identify and engage top talent. In the conversation, he discusses how Juicebox's AI agents analyze various data sources to find suitable candidates, reducing spam by targeting outreach more effectively. He also emphasizes the importance of job seekers showcasing their work through blogs, open-source contributions, and projects to enhance their visibility to AI-driven recruitment tools.
• (01:12:55) - Antoni Kiszka is the co-founder of Perpetual, a company aiming to create a derivatives exchange for a wide range of assets. He discusses their initial focus on meme coins to test their technology, with plans to expand into traditional finance markets, including assets like hydrogen, which currently lack derivatives. Kiszka also highlights the inspiration drawn from Kalshi's regulatory approach and emphasizes the need for derivatives that provide real value beyond speculative trading.
• (01:20:39) - Milan Lustig, co-founder of Opt32 and a Thiel Fellow, discusses his company's mission to develop modern full-stack compute infrastructure for physical autonomy, encompassing software and custom hardware solutions for devices like robots, drones, and autonomous vehicles. He explains their initial focus on the robotics sector, starting with software development and gradually progressing toward hardware integration, aiming to optimize machine learning models for deployment on resource-constrained devices. Lustig also highlights the importance of adapting computer science education to emphasize higher-level theoretical skills over low-level implementation, in response to advancements in artificial intelligence.
• (01:32:00) - Galen Mead, founder of a general research company focused on developing computer use models, discusses his transition from university dropout to full-time researcher, emphasizing the importance of computer use as a universal form factor for human-computer interaction. He highlights the potential of training policies on extensive supervised data from diverse environments to create base models for actions, drawing parallels to early work by DeepMind on games. Mead anticipates that by the end of the year, users will interact with complex software like Premiere Pro through prompts, similar to the shift from IDEs to command-line interfaces in software engineering.
• (01:39:10) - Aubrey Niederhoffer, a young entrepreneur who founded his first company in Africa at 15, now resides in Nigeria, focusing on building a super app for the continent. He discusses the nascent state of food delivery in Nigeria, highlighting high prices and limited competition, and sees an opportunity to offer more affordable services. By integrating food delivery with digital payments, he aims to create a comprehensive platform, drawing inspiration from successful super apps like WeChat and Caspi.
• (01:49:50) - Samuel Carvalho, originally from Recife, Brazil, attended Stanford University before returning to Brazil to found Prazo, a company aiming to modernize the wholesale sector by providing end-to-end infrastructure solutions. He discusses how Prazo connects manufacturers with small and medium-sized businesses through a tech-enabled platform that manages logistics and credit, addressing challenges like high customer acquisition costs and the need for short-term loans. Carvalho also highlights the significant market potential in Brazil and Latin America, emphasizing the opportunity to build a multibillion-dollar company by expanding beyond the initial focus on restaurants.
• (02:00:36) - Claire Wang, a former junior at MIT studying electrical engineering and computer science, has a keen interest in neurotechnology, particularly whole brain emulation, starting with simpler organisms like C. elegans. She discusses her decision to pursue independent research over joining existing brain-computer interface companies, emphasizing the importance of making personal scientific bets in fundamental science. Wang also highlights the current favorable environment for independent biotech research, citing advancements in AI, alternative science funding, and increased openness to research risks in startups.

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