Recorded live at Lightspeed’s offices in San Francisco, this special episode of Generative Now dives into the urgency and promise of AI interpretability. Lightspeed partner Nnamdi Iregbulem spoke with Anthropic researcher Jack Lindsey and Goodfire co-founder and Chief Scientist Tom McGrath, who previously co-founded Google DeepMind’s interpretability team. They discuss opening the black box of modern AI models in order to understand their reliability and spot real-world safety concerns, in order to build AI systems of the future that we can trust.
Episode Chapters:
00:42 Welcome and Introduction
00:36 Overview of Lightspeed and AI Investments
03:19 Event Agenda and Guest Introductions
05:35 Discussion on Interpretability in AI
18:44 Technical Challenges in AI Interpretability
29:42 Advancements in Model Interpretability
30:05 Smarter Models and Interpretability
31:26 Models Doing the Work for Us
32:43 Real-World Applications of Interpretability
34:32 Philanthropics' Approach to Interpretability
39:15 Breakthrough Moments in AI Interpretability
44:41 Challenges and Future Directions
48:18 Neuroscience and Model Training Insights
54:42 Emergent Misalignment and Model Behavior
01:01:30 Concluding Thoughts and Networking
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