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  • Published on
    46 min read
    Why Claude's messages are hard to read — measured. With a 50-word dictionary of Claudish and the one instruction that targets the actual problem.
  • Published on
    13 min read
    China's domestic AI compute base looks larger than low outside estimates imply, and DeepSeek V4 on Ascend 950PR-class hardware is more plausible than consensus thinks.
  • Published on
    17 min read
    What it actually takes to make LLM-powered summarization reliable: eval-driven iteration, structured input compression, dynamic budgets, and the prompt sandwich technique.