Software
DeepSeek Harness Hits 1.54M Daily Users—and About 60M Tokens Each
DeepSeek's open agent app reports 1.54M official-API daily users and ~92T tokens/day—roughly 60M per user—plus a planned plugin marketplace.
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Co-Design Bench: Top Coding Agent Fully Finishes Only 26.4% of Real Tasks
Alibaba's Co-Design Bench: GPT-6 Astra meets 69.9% of criteria but fully finishes only 26.4% of real tasks. Harness swings scores as much as the model.
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Software
Reddi’s Open Textbook Gives AI Engineering a Physics—and Stops at One Machine
Reddi’s open MIT Press textbook gives AI engineering a physics of data, silicon, and silent failure—then stops, by design, at a single machine.
