TwiML AI Podcast

Sam Charrington

At a Glance

TwiML AI Podcast is hosted by Sam Charrington covering Agentic AI, Transformer Architecture, Compound AI Systems, and Networks of Networks. Notable guests include Jared Quincy Davis (Founder and CEO, Foundry), Aakanksha Chowdhery (Member of Technical Staff, Reflection), and Aditi Raghunathan (Assistant Professor of Computer Science, Carnegie Mellon University). Episodes span from Jul 2025 to Dec 2025.

3 episodes55 total claims12 topics covered

3 episodes

Rethinking Pre-Training for Agentic AI [Aakanksha Chowdhery] - 759

Dec 17, 2025

›

The current approach of fine-tuning LLMs pre-trained on static benchmarks is insufficient for creating advanced, 'agentic' AI systems capable of complex, multi-step tasks. A fundamental shift in pr...

Neutral0 quotes0 findings

Agentic AILLM Pre-trainingFoundation ModelsAI Benchmarking+11 more

Is It Time to Rethink LLM Pre-Training? [Aditi Raghunathan] - 747

Sep 16, 2025

›

Overtraining large language models on excessive data can paradoxically make them worse for downstream fine-tuning, a counter-intuitive finding that challenges the 'more data is always better' parad...

Neutral0 quotes0 findings

LLM LimitationsNext-Token PredictionModel Fine-TuningOvertraining+11 more

Infrastructure Scaling and Compound AI Systems [Jared Quincy Davis] - 740

Jul 22, 2025

›

Compound AI systems, which compose multiple model calls, can significantly outperform single monolithic models in accuracy, speed, and cost, pushing the entire Pareto frontier. The economics of AI ...

Neutral0 quotes0 findings

Compound AI SystemsNetworks of NetworksAI InfrastructureCloud Computing+13 more

TwiML AI Podcast

At a Glance

3 episodes

Top Topics