CLUB AI March 2026: Automation, HITL Systems, Agents, Scaling Operations | H-FARM

CLUB Artificial Intelligence—Monthly Event on Updates and Business CasesTech moves fast—we help you stay ahead. In this monthly meetup, we share the newest developments, tools, trends, and practical applications for companies, professionals, students, and innovation enthusiasts.The CLUB Artificial Intelligence is led by Diego Pizzocaro, CEO of H-FARM AI.CLUB AI – March 12, 2026⚡ AI Updates & ToolsDiego Pizzocaro, CEO of H-FARM AIA practical, curated overview of the newest trends and the tools that just launched or got major updates. Reasoning & Frontier ModelsARC-AGI 2 models are hitting 90% accuracy, effectively closing the logic gap between machines and humans.GPT-5.4 masters theoretical physics; Gemini 3 Deep Think autonomously drives scientific discovery; Claude 4.6 leads the market in cost-efficiency and professional integration.Productivity & Agentic ToolsClaude Co-work grants AI permission to manage files and folders directly on your desktop.Skills Marketplace: a new ecosystem to install vertical expertise (e.g., Legal or Coding) into your agents.Microsoft Co-pilot now integrates Anthropic’s agentic power directly into Office and Google Workspace.The Agent EconomyOpenCLO: an open-source Jarvis capable of self-modifying its own code.AI Bank (Catina Labs): banking for machines; agents now have accounts to pay for services and hardware autonomously.Multbook (Meta): an exclusive social network where AI agents interact and coordinate data sharing.Research & VisualizationKarpathy’s ML lab runs experiments independently on a single GPU.NotebookLM Cinematic uses Veo 3.1 to turn static documents into high-fidelity video summaries.Google Maps navigation is powered by Gemini’s spatial intelligence.The bottom line? Agents are becoming a proactive ecosystem.🛠️ Workflow AutomationEmilio Turco, Senior Account Executive at n8nMost AI experiments fail because they lack integration. To move the needle, we must transition from isolated tools to system solutions embedded in our daily operations. This means moving toward reliable, agentic workflows backed by strong governance.⚙️ Moving AI from Experimentation to Operational ImpactAbhi Shek, Senior Data & AI Manager — actually AI Product Owner ad AdidasThe shift from “we tested it” to “we run it” is officially here. Embedding intelligence into workflows allows to think in systems, unifying data, people, and processes. From agents with their own bank accounts to machine-only social networks, automation is now the proactive heartbeat of modern companies.