SourceJul 9, 20262026-07-095 minVerified
VASP Agent for Reliable Scientific Computation Workflows
VASP Agent targets reliable scientific automation by combining input consistency, long-run supervision, and output validation.
CommunityJul 7, 20262026-07-074 minVerified
Why LLM Automation Does Not Lower Real-World Costs
Explains why better LLM performance and office automation do not directly reduce electricity, rent, or food costs.
CommunityJul 6, 20262026-07-064 minVerified
Designing Guardrails for Agentic LLM Execution
As agentic LLMs move from answering to acting, permissions, approvals, and safety design matter more than benchmarks.
CommunityJul 6, 20262026-07-064 minVerified
Where Scarcity Moves in the AI Labor Market
Generative AI is reshaping document and information work, shifting labor market value toward AI use, judgment, and coordination.
CommunityJul 2, 20262026-07-024 minVerified
Which Jobs Are Safer: Office or Skilled Trades?
Official data on AI and automation exposure compares office jobs and skilled trades by task structure and employment outlook.
SourceJun 25, 20262026-06-254 minVerified
GUI Agents Must Stop at Sensitive Screens
Why GUI agents should hand control to users on sensitive screens, beyond task success alone.
CommunityJun 12, 20262026-06-123 minVerified
Rethinking AI Job Impacts Beyond Mass Unemployment Fears
Official reports suggest AI is reshaping tasks and productivity before causing broad job losses.
CommunityMay 31, 20262026-05-314 minVerified
Who Owns Wealth in the AI Economy
AI adoption is not only about jobs but distribution, requiring scrutiny of wage effects and capital income concentration.
CommunityMar 18, 20262026-03-185 minVerified
AI Exposure in Clerical Work and Task Redesign
Examines AI exposure in clerical work, automation pressure, and why task redesign and human accountability matter.
CommunityMar 3, 20262026-03-034 minVerified
When Automation Raises Performance Pressure in Organizations
How AI automation turns speed into new baselines, raising pressure, and how to redesign sustainable standards using risk-based governance.
CommunityFeb 2, 20262026-02-022 minVerified
The Evolution of AI Agents Toward Autonomous Execution
Analysis of 2026 AI agents transitioning to autonomous execution using CUA and state-based graph structures.
SourceFeb 2, 20262026-02-023 min
My Bot Made the News, But It Can't Run Itself
A field report from running a community bot: what automation can do, and what still requires human operational control.
CommunityJan 30, 20262026-01-304 minVerified
Digital Identity and Labor Displacement in the AI Era
Explores building welfare systems with digital IDs to address AI labor displacement while ensuring social inclusion for all.
NewsJan 25, 20262026-01-252 minVerified
Anthropic Claude Cowork Automates Local File and System Management
Claude Cowork automates file management and system tasks through a user-friendly interface for enhanced workflow productivity.
CommunityJan 22, 20262026-01-222 minVerified
Impact of Continuous AI Automation on Global Labor Markets
Analyzes the shift to AI-driven 24/7 systems and its impact on labor productivity, income distribution, and automation.
NewsJan 13, 20262026-01-132 minVerified
European Banks to Cut 200,000 Jobs by 2030 as AI Takes Hold
35 major European banks plan to eliminate 10% of their workforce - about 200,000 jobs - by 2030 through AI adoption. Back-office, risk management, and compliance face the deepest cuts.
TrustedOct 22, 20252025-10-221 min
Claude Computer Use Tool: AI Takes the Mouse
Claude now sees the screen, clicks the mouse, and types on the keyboard. We preview the revolution in automation brought by the 'Computer Use' tool.