Google I/O 2026 just satisfyingly answered every question about where Gemini is heading. New models. A personal AI agent. Compute-based pricing. Background agents that monitor the web for you. Here's everything that matters for AI operators:
AGENTS
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Core components of agentic AI: from thinking to doing
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Agentic AI = systems, not models • Intelligence (LLMs)
• Memory
• Tools
• Feedback loops That’s how AI moves from thinking → to doing Via Giuliano Liguori (
@ingliguori
) #AI #AIAgents #AgenticAI -
New Research Survey: Code as a Fundamental Medium for AI Agents
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code as agent harness. a 102-page survey from Stanford, Meta, and UIUC on agent harnesses. the paper argues that code is no longer just the thing agents produce. it’s the medium through which they reason, act, and represent their environment. it calls this “code as agent
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New METR Study Highlights Critical Safety Failures in AI Agents
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Breaking If we can’t make AI agents follow rules, we are screwed. New study from METR reports that “when the agents were faced with hard tasks, they routinely violated constraints” This—routine breaking of rules— is why in a nutshell we absolutely need a different
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30 Agents Every AI Engineer Must Build – production-ready agents
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30 Agents Every AI Engineer Must Build — Build production-ready agent systems using proven architectures and patterns: http://
amzn.to/41ckg6z v/ @PacktDataML —
What you will learn:
Deploy production-ready agent systems that scale securely and reliably
Use LangChain and -
Analyst uses ChatGPT to write report
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Barclays Analyst Ajay Rajadhyaksha: ChatGPT, write my analyst report. Make no mistakes.
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Building Complex Multi-Agent Systems for App Development and Automation
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🚨 Agent Swarms – Multi-Agents Delegate Complex Prompts To Sub-Agents
— Abacus.AI (@abacusai) 20 mai 2026
Use Gemini 3.5 Flash, Opus 4.7 and GPT 5.5 xHIgh to create complex multi-agent system
A master agent can orchestrate several worker agents to just do things
Build full-stack apps, mobile apps and automate… pic.twitter.com/5IDAvesIgwAgent Swarms – Multi-Agents Delegate Complex Prompts To Sub-Agents Use Gemini 3.5 Flash, Opus 4.7 and GPT 5.5 xHIgh to create complex multi-agent system A master agent can orchestrate several worker agents to just do things Build full-stack apps, mobile apps and automate
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Developers build RAG and multi-agent AI pipelines on Google Cloud
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At #GoogleIO, NVIDIA and @GoogleCloud are celebrating a milestone: More than 100,000 developers have joined our joint developer community in just one year, and the platform is expanding. In the past year, members have shipped RAG applications on GKE, built multi-agent pipelines,
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Using AI agents for proactive security auditing
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TL;DR: The winner won't be the loudest AI, but the team turning threat expertise into active auditing agents. 360 shows static code review is no longer enough. Full report → https://
vul.360.net/archives/750 -
AI security splits as OpenClaw finds 23 vulns via live runtime testing
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Meanwhile, 360 just found 23 vulns in OpenClaw by testing live runtime decisions. Is AI security splitting into 2 industries? Static code review is great. BUT auditing autonomous agents that read web data and trigger live actions is a TOTALLY different level of difficulty.