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AI in 2025: Agents & The Rise of Evaluation Driven Development
Manage episode 461242324 series 3617425
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"In the next three to five years, every piece of software that is built on this planet will have some sort of AI baked into it." - Atin Sanyal
Chain of Thought is back for its second season, and this episode dives headfirst into the possibilities AI holds for 2025 and beyond. Join Conor Bronson as he chats with Galileo co-founders Yash Sheth (COO) and Atindriyo Sanyal (CTO) about major trends to look for this year. These include AI finding its product "tool stack" fit, generation latency decreasing, AI agents, their potential to revolutionize code generation and other industries, and the crucial role of robust evaluation tools in ensuring the responsible and effective deployment of these agents.
Yash and Atin also highlight Galileo's focus on building trust and security in AI applications through scalable evaluation intelligence. They emphasize the importance of quantifying application behavior, enforcing metrics in production, and adapting to the evolving needs of AI development.
Finally, they discuss Galileo's vision for the future and their active pursuit of partnerships in 2025 to contribute to a more reliable and trustworthy AI ecosystem.
Show Notes:
Chapters:
00:00 AI Trends and Predictions for 2025
02:55 Advancements in LLMs and Code Generation
05:16 Challenges and Opportunities in AI Development
10:40 Evaluating AI Agents and Applications
16:07 Building Evaluation Intelligence
23:41 Research Opportunities
29:50 Advice for Leveraging AI in 2025
32:00 Closing Remarks
10 odcinków
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