The author outlines a framework of 'Three AI Pills' to categorize disagreements about artificial intelligence based on beliefs about future capabilities: the AI pill (current abilities), AGI pill (expanded future abilities), and ASI pill (superintelligence surpassing humans). Most people remain 'unpilled' and underestimate AI's current potential, while reasonable positions acknowledge at least current AI capabilities and likely future advancement.
SWE-2 is a new frontier-level model that matches recent leading models on benchmarks while costing up to 70% less. The model was developed using scaled reinforcement learning across trillions of parameters, optimizing both capabilities and cost efficiency.