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https://epoch.ai/topics/leading-companies Leading AI Companies: Data & Research | Epoch AI A handful of companies and research labs are responsible for building the most powerful AI systems in the world. Who they are, what they are building, and how... data research epoch leading ai companies https://epoch.ai/topics/geopolitics The Geopolitics of AI: Data & Research | Epoch AI AI development is concentrated in a handful of countries, with the United States and China far ahead of everyone else. Export controls, infrastructure... data research epoch geopolitics ai https://epoch.ai/topics/capabilities AI Capabilities: Data & Research | Epoch AI AI systems can now write code, pass professional exams, and assist with scientific research, and their capabilities are improving remarkably fast. But... data research epoch ai capabilities https://epoch.ai/topics/software-progress AI Software Progress: Data & Research | Epoch AI Not all AI progress comes from throwing more and better hardware at the problem. Improvements to algorithms, data quality and training techniques can... data research epoch ai software progress https://epoch.ai/topics/scaling AI Scaling: Data & Research | Epoch AI The story of AI progress is dominated by scale. Training AI systems with more compute, power and data has consistently led to better performance. Epoch tracks... data research epoch ai scaling https://epoch.ai/topics/adoption-and-use AI adoption and use: Data & Research | Epoch AI AI tools now reach hundreds of millions of people, but reliable data on who is using them and how remains scarce. Who is using AI, how, and for what? These... data research epoch ai adoption use https://epoch.ai/topics/math AI in Math: Data & Research | Epoch AI Few domains test AI reasoning as clearly as mathematics, where answers can be verified automatically and the hardest problems extend to the frontier of human... data research epoch ai math