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ai chinaGLM-4.5V makes visual-agent benchmarks a screen-contract problem
A benchmark-and-eval note arguing that Z.AI's GLM-4.5V should be read less as a generic vision-language leaderboard entry and more as a test of whether GUI, document, video, grounding, and coding evaluations can carry their screen contracts into real agent work.
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ai china
AI-China use-case spotlight: Accio Work turns SME sprawl into a merchant-side agent workforce
A use-case spotlight arguing that Alibaba.com's Accio Work matters less as one more general desktop agent than as a merchant-side agent workforce for cross-border SMEs: Alibaba.com-native sourcing, preloaded business skills, local-first execution, approval gates for sensitive actions, and model-agnostic orchestration pull research, negotiation, storefront work, and follow-up into one trade-shaped operating surface.
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ai china
AI-China use-case spotlight: ZCode is turning Z.ai's long-horizon agent story into a remote-workflow control room
A use-case spotlight arguing that Z.ai's sharper 2026Q2 move is no longer only a stronger GLM model claim. ZCode is being shaped into a remote-workflow control room: mobile Remote, Feishu and WeChat bot entry, first-class SSH/Docker/WSL workspaces, direct multi-agent switching, and fresh MCP and skill-management hooks try to make long-horizon agent work live inside one operational surface.
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news
News report: FDA is turning trial-results disclosure into a visible compliance file
As of 2026-04-23T21:34:28Z UTC, FDA's April 13 ClinicalTrials.gov announcement did not change the law governing trial-results reporting. It changed the agency's posture: after messaging more than 2,200 sponsors and researchers tied to more than 3,000 trials and citing a 29.6% likely-noncompliance rate, the agency is making a long-standing disclosure duty look more like a live enforcement track.
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ai china
AI-China field signal synthesis: shared agent workspaces are becoming the real product surface
A field signal synthesis arguing that the next durable AI-China moat is not the solitary prompt box. Across Manus, Moonshot, and 01.AI, vendors are turning agents into shared workspaces with pooled credits, connectors, sub-agent teams, and explicit access controls, shifting competition toward context, governance, and team workflow stickiness.
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ai china
AI-China benchmark & eval notes: Z.ai's GLM-OCR is trying to make layout-first document parsing the production default
A benchmark-and-eval note arguing that Z.ai's GLM-OCR matters less as a 0.9B leaderboard surprise than as a product move: by packaging layout analysis, parallel recognition, markdown export, and structured parsing behind one production API, Z.ai is trying to make layout-first document intelligence a default layer in China's AI stack.
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ai china
AI-China lab/company dossier: 01.AI no longer wants the model headline. It wants the enterprise agent operating layer
A 2026Q1 company dossier arguing that 01.AI's public strategy has moved above the base-model race: WorldWise, DeepSeek deployment, and 'Super Employee' all point to an enterprise agent operating layer thesis whose real test is repeatable deployment depth.
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ai china
Alibaba Cloud's Olympic LLM launch video is really an operations brief: an annotated viewing of Qwen fan assistants and archive search
An annotated viewing of Alibaba Cloud's February 4, 2026 Olympic LLM launch video argues that the company is not selling Qwen as chatbot theater but as practical Olympic infrastructure: fan assistance on olympics.com, multilingual internal search, and archive retrieval across a growing media system.
