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AI Agents & Automation Reads

6,494 articles · Updated every 3 hours · View all reads

All Articles 81,274Blog Posts 104,891Tech Tutorials 19,782Research Papers 17,820News 13,832 ⚡ AI Lessons
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 2h ago
Arbor: Tree Search as a Cognition Layer for Autonomous Agents
arXiv:2606.12563v1 Announce Type: new Abstract: Arbor is a multi-agent framework that introduces structured tree search as a cognition layer for autonomous agen
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 2h ago
Strategic Decision Support for AI Agents
arXiv:2606.12587v1 Announce Type: new Abstract: Traditionally, decision support studies how humans use machine learning models to make better decisions. In mode
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 2h ago
PersonaDrive: Human-Style Retrieval-Augmented VLA Agents for Closed-Loop Driving Simulation
arXiv:2606.12616v1 Announce Type: new Abstract: Closed-loop driving simulators typically populate their environments with non-ego traffic agents that behave lar
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 2h ago
Evoflux: Inference-Time Evolution of Executable Tool Workflows for Compact Agents
arXiv:2606.12674v1 Announce Type: new Abstract: Compact language models (LMs) reduce cost, latency, and deployment risk for tool agents. Yet MCP-style tool use
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 2h ago
From AGI to ASI
arXiv:2606.12683v1 Announce Type: new Abstract: Over the last decade, building human-level artificial general intelligence has moved from far-fetched speculatio
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 2h ago
The Theory of Mind Utility: Formal Specification of a Mentalizing Mechanism
arXiv:2606.12721v1 Announce Type: new Abstract: Inferring others' beliefs requires more than reading surface signals; it requires tracking who told them what, i
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 2h ago
Benchmarking AI Agents for Addressing Scientific Challenges Across Scales
arXiv:2606.12736v1 Announce Type: new Abstract: AI agents are increasingly being developed to accelerate scientific discovery, yet their practical capabilities
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 2h ago
A Tutorial on World Models and Physical AI
arXiv:2606.12783v1 Announce Type: new Abstract: World modeling is emerging as a central principle for building intelligent systems capable of prediction, reason
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 2h ago
The Containment Gap: How Deployed Agentic AI Frameworks Fail Public-Facing Safety Requirements
arXiv:2606.12797v1 Announce Type: new Abstract: Agentic large language model systems that autonomously invoke tools, maintain persistent memory, and execute mul
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 2h ago
Teach-and-Repeat: Accurately Extracting Operational Knowledge from Mobile Screen Demonstrations to Empower GUI Agents
arXiv:2606.12817v1 Announce Type: new Abstract: Understanding the digital world on mobile devices is shifting from static UI perception to dynamic action compre
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 2h ago
Fantastic Scientific Agents and How to Build Them: AgentBuild for Rietveld Refinement
arXiv:2606.12834v1 Announce Type: new Abstract: As scientific workflows shift from deterministic executables to LLM-based agents, the development practices on o
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 2h ago
WISE: A Long-Horizon Agent in Minecraft with Why-Which Reasoning
arXiv:2606.12852v1 Announce Type: new Abstract: Rapid advances have been made in developing general-purpose embodied agent in environments like Minecraft throug
What I Got Wrong While Building AlzDetect AI
Medium · Python 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
What I Got Wrong While Building AlzDetect AI
A story about 1,000 papers, bad assumptions, and what it actually takes to build AI for production Continue reading on Medium »
Beyond the Prompt: How I Turned Claude Code Into a Full-Stack Engineering Partner
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
Beyond the Prompt: How I Turned Claude Code Into a Full-Stack Engineering Partner
The “Caveman” era of AI coding is over. It’s time to build with Agents, not just chat with Bots. Continue reading on Medium »
Beyond the Prompt: How I Turned Claude Code Into a Full-Stack Engineering Partner
Medium · Programming 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
Beyond the Prompt: How I Turned Claude Code Into a Full-Stack Engineering Partner
The “Caveman” era of AI coding is over. It’s time to build with Agents, not just chat with Bots. Continue reading on Medium »
Claude AI Designed a Side Hustle for Me in 10 Minutes — So I Tried It
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
Claude AI Designed a Side Hustle for Me in 10 Minutes — So I Tried It
Could an AI actually create a workable side hustle for a normal person with no audience, no budget, and no startup experience? I had to… Continue reading on Med
AI Customer Support vs Human Support: What Businesses Are Learning
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
AI Customer Support vs Human Support: What Businesses Are Learning
Many businesses are adopting to respond faster, reduce repetitive avoid redundant tasks, and offer support round-the-clock assistance… Continue reading on Mediu
Reality as Interface: An A11 Reasoning Pass
Medium · AI 🤖 AI Agents & Automation ⚡ AI Lesson 3h ago
Reality as Interface: An A11 Reasoning Pass
As AI systems become more capable at reasoning, a new problem becomes increasingly visible: models often produce coherent conclusions long… Continue reading on
Dev.to AI 🤖 AI Agents & Automation ⚡ AI Lesson 4h ago
Practical Agent Architecture: State, Failure Recovery, and the Hidden Variables of Reliable LLM Systems
Here's the article with properly formatted markdown code blocks — no content changed, just clean triple-backtick fencing with appropriate language hints: Practi
TechCrunch AI 🤖 AI Agents & Automation ⚡ AI Lesson 5h ago
Theker just raised $85M to build the factory robot that doesn’t specialize in anything
Unlike humanoid robots designed around a fixed form — think Boston Dynamics — Theker's machines are built to be reconfigured.