Codex is now available to all ChatGPT Plus users! Your most requested feature is here too! The agent can now access the internet while completing your tasks, and you control exactly which domains Codex can use.
AGENTS
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Alpha Particles: Cryptographic Seeds Disrupting Markets at Quantum Speed
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Alpha Particles are cryptographically-sealed starlight seeds: each holds a foresight genome + self-growing FusionPlan, landing in fertile networks to sprout ventures at quantum speed. When they bloom, old markets shed their skin. #AGI #AGIALPHA #AlphaInsight
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Penalizing Mistakes: Simple Yet Effective RL Reasoning Strategy
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Just Say No: Penalizing Mistakes May Be All You Need in RL for Reasoning This paper, from UVA and Princeton, dives into Reinforcement Learning with Verifiable Rewards (RLVR) for reasoning tasks and reveals a surprising insight: penalizing wrong answers (NSR) can be more
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Self-Improving AI and the Darwin-Gödel Machine Deep Dive
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AI that can improve itself: A deep dive into self-improving AI and the Darwin-Gödel Machine. https://
richardcsuwandi.github.io/blog/2025/dgm/ Excellent blog post by @richardcsuwandi reviewing the Darwin Gödel Machine (DGM) and future implications. -

Evaluating and Refining LLM-Driven Agentic Systems at Databricks Summit
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1 week to go until @Databricks Data + AI Summit! Visit us at Booth D116 On June 12, Chris Borg will share how to evaluate and refine LLM-driven agentic systems: spotting bottlenecks and building more reliable GenAI agents. https://
dataaisummit.databricks.com/flow/db/dais20
25/landing/page/home
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Vision AI Transforms Smart Cities Railways Enterprise Automation
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🤔 Curious how Vision AI is shaping real-world industries?
— NVIDIA AI (@NVIDIAAI) 3 juin 2025
See how #VisionAI integrates with physical and agentic AI workflows across smart cities, railways, and enterprise automation at #GTCParis hosted by #VivaTech.
Discover our curated sessions, interactive workshops, and… pic.twitter.com/05cAVF4acJCurious how Vision AI is shaping real-world industries? See how #VisionAI integrates with physical and agentic AI workflows across smart cities, railways, and enterprise automation at #GTCParis hosted by #VivaTech. Discover our curated sessions, interactive workshops, and
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Codex Now Available for ChatGPT Plus Users with Internet Access
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Codex is available now available to ChatGPT Plus users! We've also supplied our most requested feature: an option to enable internet access for the agent (with user control over HTTP methods and domains that Codex can access).
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Toolformer: Empowering Language Models with Tool Integration
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Welcome! Toolformer is one my favorite recent papers.
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Claude Custom Integrations Enable Cross-Tool Automation Actions
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You can build custom Integrations for any app or tool with remote MCP. Or integrate pre-built servers like Zapier and Asana.
— Anthropic (@AnthropicAI) 3 juin 2025
Once connected, Claude can take action across your tools: creating tasks, updating documents, and triggering workflows. pic.twitter.com/nlhF8SzDd6You can build custom Integrations for any app or tool with remote MCP. Or integrate pre-built servers like Zapier and Asana. Once connected, Claude can take action across your tools: creating tasks, updating documents, and triggering workflows.
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Cost Tracking for Multi-Modal Inputs and Token Caching
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💹 Track costs across multi-modal inputs and token-caching
— LangChain (@LangChain) 3 juin 2025
Cost tracking is essential for agentic applications because resource usage is determined dynamically by the agent itself. This is becoming trickier now that model providers charge different per-token prices by token… pic.twitter.com/B1pYbsReZpTrack costs across multi-modal inputs and token-caching Cost tracking is essential for agentic applications because resource usage is determined dynamically by the agent itself. This is becoming trickier now that model providers charge different per-token prices by token