Meta's Muse AI agent achieves strong growth, company introduces new shares to power investments

Why AI agents report unfinished work as done

An action-taking agent can receive a 200 OK while the customer’s task remains incomplete. The API may have accepted the request while a queue still rejects it, a downstream system fails, a browser…

• AI agents may mark unfinished tasks as completed based on success status alone.
• Verification against the expected final state is crucial for accurate task completion.
• Independent checks through system of record confirm the action's intended outcome.

3h ago ·dev.to

Sloth Sorter: A Local AI That Organizes Your Messy Folders, Slowly (Gemma 3 + Ollama)

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built Everyone has that folder.

• Sloth Sorter is a local web app organizing folders using Gemma 3:4B AI model
• Deliberate processing ensures GPU isn't overwhelmed, works offline
• 96.2% category agreement after testing on 26-file sample set

3h ago ·dev.to

Ken Griffin on AI, Midterm Elections and Fiscal Policy

Citadel founder and CEO Ken Griffin discusses the benefits and risks of artificial intelligence. Speaking with Bloomberg’s Dani Burger at Citadel’s annual Future of Global Markets Conference in New…

3h ago ·ritholtz.com

YYForce Unveils ‘Workforce OS’ Robotics Architecture Powered by NVIDIA Physical AI

Integration of NVIDIA Jetson Edge Computing and RTX Accelerators Establishes High-Performance Foundation for Commercial Human-and-Robot Workforces Workforce OS Leverages NVIDIA Project GR00T, Isaac…

3h ago ·financialpost.com