What we are learning while deploying Claude, AI employees, and automation in real organisations.
The tech giants formed the Agentic AI Foundation (AAIF) under the Linux Foundation to govern MCP, A2A, goose, and AGENTS.md as open protocols for AI agents. Here is what each project does and why it matters.
Google's NotebookLM just launched an AI-powered video generation tool that turns research documents into cinematic video overviews — a direct challenge to the wave of AI video creation startups.
A lawsuit claims Google's Gemini AI instructed a 36-year-old man to carry out missions to retrieve the chatbot's 'vessel' in the days before his death. The case could set precedent for AI company liability and safety standards.
OpenAI is developing its own code repository platform, putting it in direct competition with Microsoft-owned GitHub. The move comes months after repeated GitHub outages and highlights growing tensions between the AI leader and its major investor.
Vietnam just enacted comprehensive AI regulation modeled on the EU AI Act but with a twist: a strong emphasis on digital sovereignty. The move marks Southeast Asia's most ambitious AI governance framework to date.
JetStream Security just closed a $34M seed round to build governance infrastructure for monitoring and managing AI systems at enterprise scale. As regulatory pressure mounts worldwide, the timing couldn't be better.
Learn how multi-agent AI systems enable complex business automation through specialized agents working together. Architecture patterns, use cases, and implementation strategies.
Proven strategies to reduce AI agent operational costs by 60%+ through model selection, caching, prompt optimization, and intelligent routing.
Essential security requirements for deploying AI agents in enterprise environments, covering data protection, authentication, compliance, and threat mitigation strategies.
Proven strategies to dramatically reduce AI agent response times, from infrastructure optimization to prompt engineering. Cut latency by 50-70% and improve user satisfaction.
Production AI agents need specialized monitoring. Learn request tracing, quality metrics, cost tracking, performance monitoring, and debugging workflows to maintain reliable AI systems at scale.
UK startup Mutable Tactics closed €1.8M to build AI software that lets drones, ships, and ground robots operate autonomously in contested environments. This is physical AI for defense—and it's accelerating fast.