在这个节骨眼上，蚂蚁百灵大模型家族全新推出了万亿参数的旗舰级模型Ling-2.5-1T，不仅主打通用全能，还是个能够高效回复的即时模型。 在架构设计上，它在Ling2.0的基础上引入了混合线性注意力机制，通过增量训练把原本的GQA结构升级成了1:7比例的MLA加上Lightning Linear的组合。

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Alibaba launches Qwen3.5, a 397B-parameter AI model built for agents, claiming 60% lower costs, 8x throughput, and expanded multimodal capabilities.

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Microsoft is testing a unified Tasks feature for Copilot that combines agentic tools with scheduled prompts for advanced research and analysis.

Google’s Chrome team previews WebMCP, a proposed web standard that lets websites expose structured tools for AI agents instead of relying on screen scraping.

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Learn how Zero-Knowledge Proofs (ZKP) provide verifiable tool execution for Model Context Protocol (MCP) in a post-quantum world. Secure your AI infrastructure today.

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