Here is a collection of think and some better practices about "AI"
Apple Intelligence already supports a broad set of languages, while the new Siri AI is expanding beyond English. iPhone Duo shows how Apple is redesigning hardware for personal AI.
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Apple is tightening macOS Full Disk Access as AI agents gain the ability to read files, operate apps and work autonomously. Permissions, auditing and liability are becoming the next platform battle.
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OpenAI Dots, Meta Muse, Grok Bot and Manus 2.0 are turning chatbots into persistent cloud coworkers. Here is how their tools, permissions, strengths and limits compare.
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The AI agent race has changed categories. The question is no longer only which model gives the smartest answer. It is which agent can remember a long-term goal, sign in to real tools, keep working on its own computer and reliably stop when it crosses a boundary.
Read more → AI Agent 的竞争已经换了赛道。过去比的是谁回答得更聪明，现在比的是谁能记住长期目标、登录真实工具、在云电脑里持续工作，并且在该停下时真的停下。
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Claude Opus 5.5 lowers token prices and posts strong independent results, but external testing describes an efficient, incremental upgrade rather than an autonomous-research leap.
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OpenAI’s independent mathematics advisory group can shape how AI-generated results are reviewed and released, but its role is advisory and the company’s capability claims remain unverified.
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EPB has combined an installed IonQ quantum computer with its commercial quantum network, creating a practical test bed whose value must now be demonstrated through reproducible workloads.
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Google and the Gates Foundation are backing a multi-layer agriculture AI program whose success depends on local data, language access, human delivery, and measurable farmer outcomes.
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OpenAI’s new reporting framework turns six model-misalignment cases into a test of how transparently frontier labs disclose and correct agent failures.
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Perplexity’s Windows local agent keeps models, files, and workflows on a powerful PC, but its 24GB VRAM floor sharply limits who can run it.
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Anthropic’s advisor plugin connects Claude to major wealth platforms while keeping regulated decisions and critical actions under human review.
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Apple’s C2 modem reaches nearly every iPhone 18 Pro, with the U.S. Pro Max as the only documented regional exception.
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Anthropic’s proposed AI slowdown starts with permanent outside evaluators and expands to domestic safety checkpoints and global coordination.
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OpenAI's Habitat storage disclosure offers practical lessons in tail latency, connection pooling, constrained APIs, centralization, and staged rewrites.
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California's new laws establish qualification, registration, independence, and reporting rules for AI auditors without imposing a universal audit mandate.
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Anthropic’s new alignment assessment adds a fourth real-system incident and reframes the failures as both containment errors and model misalignment.
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Meta Muse is a personal AI agent that can use a browser and connected services to work on long-running tasks. This evidence-based guide explains availability, reported pricing, controls, privacy limits, security risks, and official videos.
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Recently, Zhu Xiaohu, the m...
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