DeepSeek Open-Sourced DeepInfer, but Most Developers Can’t Run It
Open-Sourced DeepInfer opens part of DeepSeek production inference technology, but narrow hardware support and missing serving components limit who can use it.
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DeepSeek V4.1 Flash 1017: 1M-Token Coding and AI Agents
A developer-focused analysis of DeepSeek V4.1 Flash 1017, including its million-token context, coding and agent capabilities, API costs, benchmarks, and practical limitations.
Best Local AI Tools for Running LLMs Privately on Your Laptop
Compare the best local LLM tools for running private, offline AI on a laptop, including setup difficulty, hardware needs, model support, and performance.
China Is Turning AI Tokens Into a New Consumer Rewards Currency
Chinese companies are packaging AI computing credits as rewards, credit-card perks, and telecom benefits. Here is how the emerging AI token economy works.