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China's Open-Source AI Surge

DeepSeek launched R1 reasoning model in January 2025, signaling a turning point for Chinese AI. Companies are rapidly advancing open-source models. Part of MIT's What's Next series on future trends.

MIT Technology ReviewResearch•Feb 12#launch#deepseek#r1

Tokens Enable Emergent Resource Rationality

Inference-time scaling in language models leads to adaptive resource rationality without explicit cost rewards. Models shift from brute-force to analytic strategies as task complexity rises. LRMs show robustness on challenging functions like XOR/XNOR unlike IT models.

ArXiv AIResearch•Feb 12#research#language-models#v1