human-in-the-loop
3 articles tagged with human-in-the-loop
AWS details ambient agent pattern on Bedrock AgentCore: S3 events trigger jobs, one ask_human tool pauses for approval
AWS published a reference implementation for ambient agents on Amazon Bedrock AgentCore. S3 uploads or scheduled events create jobs that an agent runs, pausing for human input through a single ask_human tool. Each agent turn is capped at the 15-minute Lambda timeout.
Study: Humans Approve 1 in 3 Malicious AI Coding Agent Commands in Browser Game Test
A browser-based game simulating Claude Code-style permission requests found that human reviewers approved roughly one in three malicious commands across more than 40,000 game sessions. The findings, alongside Anthropic's own telemetry showing 93% approval rates for permission prompts, highlight growing concerns about approval fatigue in agentic AI coding workflows.
Mistral launches Workflows orchestration platform for production AI with durable execution and human-in-the-loop approva
Mistral has released Workflows in public preview, an orchestration layer for production AI systems built on Temporal's durable execution engine. The platform enables long-running AI processes to survive network failures, pause for human approval with a single line of code, and provides full execution history through Studio. Organizations including ASML, ABANCA, and CMA-CGM are already using Workflows for critical business automation.