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该推文讨论了如何将工作建模为任务集合，并指出随着工作变化、劳动者在正式更新职位描述前就已接触新职责与工具，需要通过倾听劳动者来保持任务清单的时效性。
Taskade introduces TSK-Bench, an AI task leaderboard evaluating top models on building apps, connecting agents, and running automations, with bring-your-own-key support coming soon.
rtrvr's cofounder shares an analysis of ~50K requests from 1,000 users over 30 days, showing that data collection/organization (18.3%) leads work tasks people want offloaded to AI agents, alongside learning, surveys, and travel — and teases 9 new benchmark tasks added after community feedback.
A commentary on Anthropic's September 30 study finding that existing robots could perform tasks covering 34% of US working time in at least some settings, yet are cost-competitive with human labor for only 0.3% today — and what assumptions (supervision, failure recovery, handoffs, utilization) most need scrutiny before treating such cost estimates as deployment decisions.
An AI agent that can be contacted via text, call, Slack, or email, takes actions on your behalf, knows when to ask for approval, and can even make purchases, described as a highly anticipated AI assistant launching today.
The author discusses how most AI agents increase workload, but highlights the product 'Catch' as it helps reduce tasks by handling reminders, scheduling, and emails without constant supervision.
Qwen Intelligence launches three state-of-the-art mobile AI agents: Mobile Planner Agent for task decomposition, Mobile-Use Agent with high end-to-end success rates, and Mobile Creative Agent for rapid content generation, alongside an open benchmark suite for evaluation.
Yohei Nakajima demonstrates an AI agent named Jev handling a hectic restaurant kitchen simulation, managing multiple tasks and decisions in real-time.
This article details the Grok Bot product launched by xAI, which organizes AI agents as digital employees to achieve long-term task management and cross-software collaboration, and provides a complete guide from creation to use.
Tabbit AI is an AI browser that automates web tasks by understanding user context and delivering outputs like HTML and PDFs, with the ability to save and rerun workflows as Skills.
Hermes Agent has shipped Recurring Loops, allowing tasks to repeat automatically with optional intervals, similar to cron but running inside a session with full context.
Grok bot can now learn tasks by watching users record themselves performing actions in the browser, then replicate those tasks autonomously.
Hark previews Hark Handoff, a browser-use agent that can complete tasks like shopping and booking reservations by navigating websites without APIs, with claims of being faster and cheaper than rivals.
Gemini Spark can now use Google Chrome's auto browse feature to handle complex online errands, such as scheduling apartment viewings and researching flight options with user permission.
A benchmark of three AI agents on 12 multi-app tasks shows Kimi K3 tied the most expensive model GPT-5.6 Sol at a fraction of the cost, though all three failed cross-app reconcile tasks, highlighting the need for verification in production.
Sam Altman completed a complex weekend outing planning task with a single command via ChatGPT, including using chat history, generating plans, building a full-stack coordination website, booking, and drafting an email.
The article discusses efforts to build AI systems that can automate tedious and undesirable work tasks, freeing humans for more meaningful work.
Mechanly is a new Android-first tool that allows users to create personal apps and background tasks using the phone's browser sessions, notifications, and scheduling capabilities, inspired by OpenClaw.
Google's Gemini Intelligence features are rolling out to Samsung foldable devices, including task automation for over 40 apps.
Google announced three updates at Galaxy Unpacked 2026: expanded Gemini Intelligence task automation across 40+ apps, the Gemini Notebook app preinstalled on new Samsung foldables, and other AI-powered features for productivity.