How the Vocational Education and Training Sector Is Applying AI In Practice
As AI-supported feedback becomes more common across education, institutions face important questions around governance, transparency, fairness and professional judgement.
293 stories
As AI-supported feedback becomes more common across education, institutions face important questions around governance, transparency, fairness and professional judgement.
Description coverage, schema completeness, auth clarity, and the weights behind the grade.
Most outbound prospecting is still done by hand. An AI agent team running on Mindra changes that: three coordinated agents handle sourcing, scoring, and outreach while your reps focus on conversations.
As AI-supported feedback becomes more common across education, institutions face important questions around governance, transparency, fairness and professional judgement.
Prompts and tools are useful for AI prototypes, but production AI needs workflows, validation, observability, and human oversight to become reliable.
Learn how agentic workflows combine AI reasoning, business rules, tools, memory, and human oversight to move beyond conventional chatbots.
Learn what AI workflow automation is, how it combines LLMs, APIs, actions, and human review, and how developers can build reliable AI workflows.
OpenClaw is adding opt-in auto mode for Enterprise-ready host exec guardrails: policy runs first, low-risk misses get reviewed, and humans stay in the loop.
A year after our Reality Check post: what we shipped, what we killed, what we got wrong, and the people who helped us see what we couldn't. The honest receipt — positioning, design, distribution, ~8× the Google impression rate, and a defensible wedge.
New agent skill handles installation and instrumentation of the bitdrift Capture SDK. bd-instrumentation, bd-cli and bd-docs empower agentic mobile observability.
Your AI agent works perfectly. Until it refunds $20,000 instead of $2,000 at 3am, with no human watching. Or a scammer crafts a message that tricks it into sending money to a fraudster. No amount of self-critique catches this.
Connect enterprise data to your AI applications with reusable connectors, direct tool calling, and human-in-the-loop approval controls.
We asked agents in Google Antigravity 2.0 to build a functional operating system capable of running FreeDoom, from the kernel to the process and memory…
Today we are launching the Google Antigravity SDK in preview — a Python library that gives you programmatic access to Google's premier Antigravity coding…
15 best DevOps automation tools in 2026: real workflow comparisons, phased automation roadmap & the server ops layer others miss.
Stop clicking. Start chatting. The new openstatus AI chat turns the dashboard into a conversation — with pretty tool cards and an MCP server for your own agents.
How to wire OpenCode permission events into a mobile approval queue — event-driven design, queue schema, mobile UX patterns, and policy placement for remote agent workflows.
Human oversight in AI systems fails when it lacks enforcement and visibility. From Tesla crashes to Klarna's rehiring spree, the deployments that survive place humans at irreversible steps with both properties.
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