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Following the recent AI Action Summit in Paris, Anthropic CEO Dario Amodei says Europe's plans for AI need "greater focus and urgency" to address the rapid changes ahead. While the EU Commission recently unveiled several initiatives, including the €200 billion "InvestAI" program, Amodei suggests these efforts might not match the pace of AI development. "While AI has the potential to dramatically accelerate economic growth throughout the world, it also has the potential to be highly disruptive," he explains. Amodei advocates for policies "focused on ensuring that everyone shares in the economic benefits of very powerful AI," and monitoring the economic impact of today's AI systems.

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If you want to understand AI, there's one video you need to watch this week. Andrej Karpathy, formerly of OpenAI and Tesla, has released what might be the clearest explanation yet of how Large Language Models actually work. The video breaks down the entire training process of these AI systems and provides mental models for understanding their "psychology" - essentially, how they process and respond to information. Karpathy, who recently co-founded the AI education company Eureka Labs, also includes practical tips for getting the most out of these tools in real-world applications. What makes this explanation special is how Karpathy brings technical depth without sacrificing clarity.

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