news, tips, and reviews that make thinking machines useful
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Everything we’ve published under Long Context so far.
Llama 4 Maverick and Scout bring MoE architecture, native multimodality, and huge advertised context windows to the Hugging Face ecosystem. The promise is big; the local deployment details are where builders should look first.
Google's Gemini 2.5 Pro Experimental launch is not just another benchmark lap. The strategic move is that Google is building thinking behavior into the default model line, where agents and long-context work actually need it.