Recommended by Patrick Grady
"Marcus has become one of our few indispensable public intellectuals. The more people read him, the better our actions in shaping Al will be."
- Kim Stanley Robinson, author of Ministry for the Future
Gary Marcus' recent work on why pure LLMs fail without structured representations is the academic foundation for the five-layer platform anatomy I've been describing. If you want to understand why semantic architecture matters (not just how to build it), Marcus provides the clearest diagnosis of what's broken in pure neural approaches.
Import AI is a weekly newsletter about artificial intelligence based on detailed analysis of cutting-edge research.
Jack Clark's Import AI is essential reading for anyone tracking AI R&D and policy. Clark bridges technical research and policy implications better than most—if you care about where AI is headed and what it means for institutions, subscribe.
