Andrej’s talk at YC AI Startup School generated excitement but was not recorded. However, key insights were collated from tweets and notes provided by attendees. Andrej discussed the evolution from Software 1.0 to Software 3.0, highlighting how it rapidly outpaces earlier versions. He introduced a new diagram illustrating the coexistence of Software layers, emphasizing that Software 3.0 is “eating” the previous versions.
Central to the discussion were two concepts: “Jagged Intelligence,” which refers to current LLMs excelling in some tasks while struggling in others, and “Anterograde Amnesia,” where LLMs lack long-term memory post-training. He proposed a new learning paradigm, “System Prompt Learning,” which could enable LLMs to develop explicit problem-solving strategies over time.
The talk also covered the importance of designing AI products with an “Autonomy Slider” to balance between human input and machine autonomy, underlining that while demos showcase potential, reliable products need more development.
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