From MIT Decoding Research to Today’s Inference Tradeoffs

30/09/2025 30 min Episodio 7
From MIT Decoding Research to Today’s Inference Tradeoffs

Listen "From MIT Decoding Research to Today’s Inference Tradeoffs"

Episode Synopsis

Check out the latest episode of Inference Time Tactics. Our guest is Pawan Deshpande, founder, product leader, and angel investor in companies like Anthropic and Toast, with roles at Google, Scale AI and Domino Data Lab. 
 
Hosts Rob May & Calvin Cooper sit down with Pawan to cover:

Early MIT NLP research applied to today’s inference-time tradeoffs
How to evaluate enterprise agents in practice
Training data plus inference filtering in real deployments
Open source adoption realities in the enterprise
Where durable value lives in the stack

Connect with Pawan Deshpande
Website: https://pawandeshpande.com/

Academic / Research Works & Thesis
Decoding Algorithms for Complex Natural Language Tasks (MIT thesis, 2007)
Randomized Decoding for Selection-and-Ordering Problems

Connect with Neurometric:
Website: https://www.neurometric.ai/ 
Substack: https://neurometric.substack.com/ 
X: https://x.com/neurometric/ 
Bluesky: https://bsky.app/profile/neurometric.bsky.social 
 
Hosts:
Rob May
https://x.com/robmay 
https://www.linkedin.com/in/robmay
 
Calvin Cooper
https://x.com/cooper_nyc_ 
https://www.linkedin.com/in/coopernyc