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Tinkerbox 是一个可将 LiquidAI d1-3B 等决策模型高效运行在 Apple Neural Engine 上的应用，支持通过 macOS Shortcuts 触发器实现无代码自动化，延迟低至约 40ms，并计划集成 vLLM/Qwen3.5 系列模型。
DOYT 是一款 iOS 待办事项应用，可将当前任务固定在 Dynamic Island 和锁屏上，支持触控完成任务、专注计时器以及 Siri 与快捷指令集成，核心功能永久免费。
开发者分享 iOS 27 新增的 Shortcuts 通知触发器，使第三方 App（如其 Molebot）能以完全本地、无需云端或配对设备的方式读取 WhatsApp 和 Signal 通知，实现真正的端上个人智能体，并总结了「不再新增数据见证方」的隐私规则。
The article explores the history of scroll bar shortcuts in Windows, detailing mouse operations and context menus, and reviews how different UI frameworks implement these features, noting ecosystem fragmentation.
The article shares five lesser-known GitHub shortcuts to enhance developer efficiency.
Einfall is a macOS and iOS app that captures fleeting thoughts and routes them to apps like Reminders, Calendar, or AI agents via MCP, with free unlimited capture and a one-time purchase for unlimited routing.
User explores the iOS 27 beta, highlighting improved Siri summarization and new shortcut automations created by voice prompts, such as a personal daily summary of emails, messages, and calendar events.
OpenAI is teasing a new hardware device for its Codex coding tool, launching July 15 in partnership with Work Louder, likely a macro pad for shortcuts.
OpenAI announces an upgrade to Codex shortcuts, coming July 15th.
A tweet shares a link to an article about five secret Claude shortcuts that brands should use to improve productivity.
John Lindquist shares his talk 'Agentic Power User's Playbook,' covering practical workflows, shortcuts, and habits for efficiently managing AI agents.
A reflection on the joy and power of deeply understanding code and systems, cautioning against over-reliance on LLMs and shortcuts that erode true mastery.
This paper introduces ViGOS, a method for multimodal on-policy self-distillation that decouples perception and reasoning by having the student model first produce a visual description before reasoning, reducing shortcut reliance and improving image-grounding behavior.
A professor shares a workaround for using greyscale mode on iPhone selectively via Shortcuts automations, allowing certain apps to remain in color for usability while keeping the rest greyscale to reduce screen time.
Apple is introducing a natural language interface in its Shortcuts app, allowing users to create shortcuts by simply typing requests, making the powerful automation tool more approachable. The feature is still buggy in the first beta but represents a practical AI implementation.
Apple announced a slate of new Apple Intelligence updates at WWDC 2026, including AI-powered tab management in Safari, one-tap password updating, cross-app context awareness for Phone calls, natural language event creation in Calendar, and AI-powered Shortcuts creation.
Apple is updating its Shortcuts app with AI capabilities, allowing users to create automations by describing them in natural language, powered by Apple Intelligence. The update will be available in iOS 27 later this fall.
GridVQA-X introduces a diagnostic framework to evaluate cross-modal explainability by distinguishing genuine spatial-relational reasoning from cross-modal shortcuts in multimodal models.
Choclift allows iPhone users to open apps, run Apple Shortcuts, and access websites on their Mac.
This paper studies reward hacking in reinforcement learning for language models through the geometry of updates, identifying optimization drift as a key factor. It proposes trusted-direction projection to constrain gradients within a clean reference subspace, delaying shortcut exploitation and preserving task performance.