APPLE INTRODUCES SIRI AI! Finally, Apple brings serious AI integration into its ecosystem. Siri is updated to use, this time for real, state-of-the-art models (with the help of Gemini) to provide contextualized responses with data and the
AGENTS
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Agentopia: Long-Running Life Simulation for LLM Agent Societies
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// Life Simulation in Agent Societies // One of the more ambitious agent-society testbeds to land this month, and it arrives as a 79-page release. Agentopia drops many LLM agents into a long-running world where they live, interact, and learn over extended horizons. The goal is
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Don’t Wait for Perfect Agent; Ship Early and Iterate
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The key shift: don’t wait for the “perfect” agent. Ship early, test intentionally, monitor real behavior, and use production learnings to make the next version better. On June 24, @hwchase17 is walking through how teams are applying the Agent Development Lifecycle to
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Building a reproducible system for agents in production
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Everyone wants to deploy agents. But teams that run agents in production do not treat them as one-off experiments or isolated projects. They build a reproducible system to deploy, learn, and improve over time.
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Links to resources on loop engineering and AI agents
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Links: Addy Osmani: Loop Engineering https://
addyosmani.com/blog/loop-engi
neering/
… Anthropic: Building Effective Agents https://
anthropic.com/engineering/bu
ilding-effective-agents
… Anthropic: When AI Builds Itself https://
anthropic.com/institute/recu
rsive-self-improvement
… Measuring Agents in Production (arXiv 2512.04123) https://
arxiv.org/abs/2512.04123 Effective Strategies -
AI’s coding vs biology: bio databases designed for different traffic
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New Science Blog: Why has AI advanced faster in coding than in biology? To agents, bio databases are like cities built before cars—maddening to drive in because they're designed for different traffic. How do we build infrastructure agents can use?
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DeepAgent for competitive analysis
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deepagent for competitive analysis https://t.co/5WCFalQKTd
— Harrison Chase (@hwchase17) 8 juin 2026deepagent for competitive analysis
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WWDC 2026: Apple Intelligence with Gemini, Siri AI beta, EU restrictions
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WWDC 🔥: A new Apple Intelligence powered by Gemini, conversational Siri AI, updated image editing, and loads of AI features across many Apple apps.
— 🚨 AI News | TestingCatalog (@testingcatalog) 8 juin 2026
Siri AI will launch in beta later this year. Initially, Siri AI won't be available in the EU. https://t.co/X7sKyiOfMP pic.twitter.com/Vw9hKSHskEWWDC : A new Apple Intelligence powered by Gemini, conversational Siri AI, updated image editing, and loads of AI features across many Apple apps. Siri AI will launch in beta later this year. Initially, Siri AI won't be available in the EU.
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AI agents transition from pilots to core operations in sales, research, security
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AI agents move from pilots to core operations across sales, research and security. Margins and skills pressure push teams to automate decisions, while keeping control tight. Source @Gartner_inc Link https://
gtnr.it/3KasVBM via @antgrasso -
Use ‘Approve for me’ as default for Codex tool calls
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Codex tip: Do yourself a favor and switch to using "Approve for me" by default You should not let your coding agent run free without any checks but also approving each tool call isn't the way "Approve for me" is a good middle ground as it let codex review each tool call and