RL Environments and RL for Science: Data Foundries and Multi-Agent Architectures

Worker Automation, RL as a Service, Anthropic's next big bet, GDPval and Utility Evals, Computer Use Agents, LLMs in Biology, Mid-Training, Lab Procurement Patterns, Platform Politics and Access

RL Environments and RL for Science: Data Foundries and Multi-Agent Architectures Worker Automation, RL as a Service, Anthropic's next big bet, GDPval and Utility Evals, Computer Use Agents, LLMs in Biology, Mid-Training, Lab Procurement Patterns, Platform Politics and Access AJ Kourabi and Dylan Patel Jan 06, 2026 ∙ Paid 177 3 18 Share We’re hiring for AI Analysts and Tokenomics Analyst roles. Apply here or reach out directly. Last June, we argued that scaling RL is the critical path to unlocking further AI capabilities. As we will show, the past several months have affirmed our thesis: major

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