Atindriyo Sanyal

In their words

I think I'd love to give my two cents on this one because it's an interesting question. I know creativity versus determinism was this one of the first questions that was asked when ChatGPT happened and LLMs were upon us.

The 2025 AI Shift: From Chat to Task Completion & Reliable Action | Galileo Founders

Some of the other things that we realized as some of these agentic systems matured that number one there's no one size fits all there's no one metric that can tell you agent quality it really depends on the different components that you have in your agentic system just to be more concrete say you have an agent which is like a financial chatbot advisor, just to take that example. Say you have some, a rag system in there that does vector store lookups.

How DeepSeek Changed the AI Race Overnight

I think from my perspective, lot of focus will be on getting LLMs to actually do work and take action, as opposed to just showing some generation that looks smart, which is where agents come in. a lot of the foundational models are also focusing towards multi modality, so that will, that's the other thing that'll sort of pick up. and it'll be interesting to see a hybrid system where … the LLMs are taken to the next level. They start actually achieving goals for users and, not only taking language as input, but also images and audio.

AI in 2025: Agents & The Rise of Evaluation-Driven Development | Galileo's Yash Sheth & Atindriyo Sanyal

Quotes lightly edited to remove filler words.