No Priors: Artificial Intelligence | Technology | Startups
Launching AI products with Braintrust’s CEO Ankur Goyal
Oct 8, 2024
Ankur Goyal, the founder and CEO of Braintrust and former VP of Engineering at SingleStore, discusses the fascinating dynamics of AI development. He highlights trends in AI tooling and the rise of open-source models, emphasizing their slow adoption in enterprises. Ankur also shares insights on building resilient AI products, the importance of a startup’s early customer base, and the evolving role of CEOs in tech—balancing coding with leadership. His perspective on the future of AI integration is equally intriguing and thought-provoking.
38:28
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Quick takeaways
- Ankur Goyal emphasizes the importance of effective evaluations in AI development, highlighting sophisticated systems needed for comprehensive analysis of AI outputs.
- The podcast discusses the shift towards simpler instruction-tuning methods over traditional fine-tuning, reflecting evolving trends in optimizing AI models.
Deep dives
Overview of Braintrust's Purpose
Braintrust functions as an end-to-end platform designed for the development of AI applications. It assists companies like Notion, Airtable, and Instacart in various areas such as evaluations, observability, and prompt development. This platform emerged from Ankur Goyal's experience in AI, particularly during his tenure with Empira and Figma, where he encountered recurring challenges in product development. The inception of Braintrust was driven by a need for effective solutions during the AI application lifecycle, highlighting the consistent problems that arise in both pre- and post-large language model (LLM) contexts.
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