AMD approaches $1 trillion market cap, joining a select group of chip design firms to hit this milestone.
Alibaba's Pingtouge launches Zhenwu V900, its strongest domestic AI chip, with servers shipping Q1 2027.
Alibaba reveals Qwen4 training underway with future versions scaling to 5-10T parameters; next-gen video generation model arrives in November.
Alibaba QwenWork debuts its first desktop robot combining office assistance, emotional companionship, and wireless charging.
UN agencies' global AI health summit lands in China for first time; iFLYTEK Medical shares grassroots AI implementation.
OpenAI's VP says we can now "easily get 1000x engineers," but METR's randomized controlled experiment found AI made senior developers 19% slower. Between these two numbers lies an entire terminology framework that hasn't been clearly explained: GUI/CLI/TUI/AUI are interfaces, API/SDK/MCP are integration protocols, Harness is the execution system, and Multi-Agent/Multi-Harness/Multi-Vendor are three distinct dimensions. This article dissects all six concept pairs layer by layer, backed by official documentation and verifiable experiments, and ends on a SWE-bench leaderboard.
Taobao Flash Deals' 50 billion yuan in subsidies, Meituan's voucher discounts, and Tustin's 11-yuan promotional bundles created enough price arbitrage to spawn a resale chain where people hoard vouchers on your behalf with just a phone number. This article verified the cost structure of the 31-yuan drumstick bucket — the widely circulated 22.8 yuan cost figure is wrong; the real gross margin is only about 1–4 yuan — and breaks down the legal boundary: pure resale is gray-area and non-criminal, but exploiting platform loopholes crosses into fraud.
Key takeaways from an interview-based learning session: tutorials (with text and images) give you the big picture, while video interviews build intuition and convey core ideas. Beyond both, the most efficient approach is to capture the expert's insights on the spot as prompts to iterate your own agent system.
Installation, configuration, and code for five MCP routes—cutcli, jianying-mcp, capcut-mcp, OpenChatCut, and Adobe Premiere Pro MCP—turning video editing from manual timeline dragging into one-line commands, with complete Hermes config.yaml and Claude Code mcp.json examples
A roundup of open-source AI short-drama production projects including Toonflow, Huobao Short Drama, Jellyfish, LocalMiniDrama, DiffuseCut, and shuohao-skills — comparing tech stacks, licenses, model integration approaches, and use cases, with a decision table for selecting the right fit
