DeepSeek Processes 8T Tokens Daily, MiniMax Open-Sources Video Model H3

快鲤鱼 · wechat · 2026-08-03

DeepSeek Surges: DeepSeek V4 Flash handled 8 trillion tokens in a single day (5T free, 3T paid) via OpenCode, ranking first in weekly calls on OpenRouter.

OpenAI Math Breakthroughs: An internal version of OpenAI's next-gen model Astra solved ten major math and theoretical computer science problems, with an estimated token cost of $2,000.

Alibaba QwenWork Beta: Alibaba's enterprise Agent product "QwenWork" entered public beta, integrating three products to support desktop, cloud, and enterprise collaboration agents.

MiniMax H3 Open-Sourced: MiniMax open-sourced the new universal video model MiniMax H3, which understands multimodal context and generates up to 2K resolution, 15-second videos with native stereo audio.

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