25 min listen
What’s Next in LLM Reasoning? with Roland Memisevic - #646
FromThe TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
What’s Next in LLM Reasoning? with Roland Memisevic - #646
FromThe TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
ratings:
Length:
59 minutes
Released:
Sep 11, 2023
Format:
Podcast episode
Description
Today we’re joined by Roland Memisevic, a Senior Director at Qualcomm AI Research. In our conversation with Roland, we discuss the significance of language in humanlike AI systems and the advantages and limitations of autoregressive models like Transformers in building them. We cover the current and future role of recurrence in LLM reasoning and the significance of improving grounding in AI—including the potential of developing a sense of self in agents. Along the way, we discuss Fitness Ally, a fitness coach trained on a visually grounded large language model, which has served as a platform for Roland’s research into neural reasoning, as well as recent research that explores topics like visual grounding for large language models and state-augmented architectures for AI agents.
The complete show notes for this episode can be found at twimlai.com/go/646.
The complete show notes for this episode can be found at twimlai.com/go/646.
Released:
Sep 11, 2023
Format:
Podcast episode
Titles in the series (100)
This Week in ML & AI - 7/22/16: ML to Optimize Datacenters, Crazy New GPU from NVIDIA, Faster RNNs: This Week in Machine Learning & AI brings you the… by The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)