Core AI

AI Agents & Automation

Autonomous agents, multi-agent systems, and AI-powered workflow automation

11,733
lessons
Skills in this topic
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Agent Foundations
beginner
Explain the ReAct pattern
Tool Use & Function Calling
intermediate
Implement function calling with structured schemas
Multi-Agent Systems
advanced
Build supervisor/worker agent architectures
Autonomous Workflows
advanced
Design end-to-end autonomous pipelines

Showing 4,562 reads from curated sources

Stratechery 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Anthropic’s New TPU Deal, Anthropic’s Computing Crunch, The Anthropic-Google Alliance
Anthropic needs compute, and Google has the most: it's a natural partnership, particularly for Google.
Identifying Necessary Transparency Moments In Agentic AI (Part 1)
Smashing Magazine 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Identifying Necessary Transparency Moments In Agentic AI (Part 1)
Designing for agentic AI requires attention to both the system’s behavior and the transparency of its actions. Between the black box and the data dump lies a mo
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Anthropic Accidentally Exposes Claude Code Source via npm Source Map File
Anthropic's Claude Code CLI had its full TypeScript source exposed after a source map file was accidentally included in version 2.1.88 of its npm package. The 5
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Google Open Sources Experimental Multi-Agent Orchestration Testbed Scion
Designed to manage concurrent agents running in containers across local and remote compute, Scion is an experimental orchestration testbed that enables develope
Surviving Tech Debt: How 2,611 Golang Linter Issues Solved in 3 Days
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Surviving Tech Debt: How 2,611 Golang Linter Issues Solved in 3 Days
A solo developer used AI agents to eliminate 2,611 Go lint issues in 3.5 days by restructuring the workflow around “Double Isolation”: limiting context per pack
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
ActionNex: A Virtual Outage Manager for Cloud
arXiv:2604.03512v1 Announce Type: new Abstract: Outage management in large-scale cloud operations remains heavily manual, requiring rapid triage, cross-team coo
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Explainable Model Routing for Agentic Workflows
arXiv:2604.03527v1 Announce Type: new Abstract: Modern agentic workflows decompose complex tasks into specialized subtasks and route them to diverse models to m
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Towards the AI Historian: Agentic Information Extraction from Primary Sources
arXiv:2604.03553v1 Announce Type: new Abstract: AI is supporting, accelerating, and automating scientific discovery across a diverse set of fields. However, AI
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Personality Requires Struggle: Three Regimes of the Baldwin Effect in Neuroevolved Chess Agents
arXiv:2604.03565v1 Announce Type: new Abstract: Can lifetime learning expand behavioral diversity over evolutionary time, rather than collapsing it? Prior theor
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Rashomon Memory: Towards Argumentation-Driven Retrieval for Multi-Perspective Agent Memory
arXiv:2604.03588v1 Announce Type: new Abstract: AI agents operating over extended time horizons accumulate experiences that serve multiple concurrent goals, and
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Single-agent vs. Multi-agents for Automated Video Analysis of On-Screen Collaborative Learning Behaviors
arXiv:2604.03631v1 Announce Type: new Abstract: On-screen learning behavior provides valuable insights into how students seek, use, and create information durin
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
RL-Driven Sustainable Land-Use Allocation for the Lake Malawi Basin
arXiv:2604.03768v1 Announce Type: new Abstract: Unsustainable land-use practices in ecologically sensitive regions threaten biodiversity, water resources, and t
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Decomposing Communication Gain and Delay Cost Under Cross-Timestep Delays in Cooperative Multi-Agent Reinforcement Learning
arXiv:2604.03785v1 Announce Type: new Abstract: Communication is essential for coordination in \emph{cooperative} multi-agent reinforcement learning under parti
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
SKILLFOUNDRY: Building Self-Evolving Agent Skill Libraries from Heterogeneous Scientific Resources
arXiv:2604.03964v1 Announce Type: new Abstract: Modern scientific ecosystems are rich in procedural knowledge across repositories, APIs, scripts, notebooks, doc
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Quantifying Trust: Financial Risk Management for Trustworthy AI Agents
arXiv:2604.03976v1 Announce Type: new Abstract: Prior work on trustworthy AI emphasizes model-internal properties such as bias mitigation, adversarial robustnes
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Compliance-by-Construction Argument Graphs: Using Generative AI to Produce Evidence-Linked Formal Arguments for Certification-Grade Accountability
arXiv:2604.04103v1 Announce Type: new Abstract: High-stakes decision systems increasingly require structured justification, traceability, and auditability to en
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
MC-CPO: Mastery-Conditioned Constrained Policy Optimization
arXiv:2604.04251v1 Announce Type: new Abstract: Engagement-optimized adaptive tutoring systems may prioritize short-term behavioral signals over sustained learn
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Beyond Fluency: Toward Reliable Trajectories in Agentic IR
arXiv:2604.04269v1 Announce Type: new Abstract: Information Retrieval is shifting from passive document ranking toward autonomous agentic workflows that operate
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Soft Tournament Equilibrium
arXiv:2604.04328v1 Announce Type: new Abstract: The evaluation of general-purpose artificial agents, particularly those based on large language models, presents
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
RoboPhD: Evolving Diverse Complex Agents Under Tight Evaluation Budgets
arXiv:2604.04347v1 Announce Type: new Abstract: 2026 has brought an explosion of interest in LLM-guided evolution of agentic artifacts, with systems like GEPA a
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Gradual Cognitive Externalization: A Framework for Understanding How Ambient Intelligence Externalizes Human Cognition
arXiv:2604.04387v1 Announce Type: new Abstract: Developers are publishing AI agent skills that replicate a colleague's communication style, encode a supervisor'
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
GUIDE: Interpretable GUI Agent Evaluation via Hierarchical Diagnosis
arXiv:2604.04399v1 Announce Type: new Abstract: Evaluating GUI agents presents a distinct challenge: trajectories are long, visually grounded, and open-ended, y
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
ShieldNet: Network-Level Guardrails against Emerging Supply-Chain Injections in Agentic Systems
arXiv:2604.04426v1 Announce Type: new Abstract: Existing research on LLM agent security mainly focuses on prompt injection and unsafe input/output behaviors. Ho
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
SuperLocalMemory V3.3: The Living Brain -- Biologically-Inspired Forgetting, Cognitive Quantization, and Multi-Channel Retrieval for Zero-LLM Agent Memory Systems
arXiv:2604.04514v1 Announce Type: new Abstract: AI coding agents operate in a paradox: they possess vast parametric knowledge yet cannot remember a conversation
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Receding-Horizon Control via Drifting Models
arXiv:2604.04528v1 Announce Type: new Abstract: We study the problem of trajectory optimization in settings where the system dynamics are unknown and it is not
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Greedy and Transformer-Based Multi-Port Selection for Slow Fluid Antenna Multiple Access
arXiv:2604.04589v1 Announce Type: new Abstract: We address the port-selection problem in fluid antenna multiple access (FAMA) systems with multi-port fluid ante
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Same World, Differently Given: History-Dependent Perceptual Reorganization in Artificial Agents
arXiv:2604.04637v1 Announce Type: new Abstract: What kind of internal organization would allow an artificial agent not only to adapt its behavior, but to sustai
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
AI Trust OS -- A Continuous Governance Framework for Autonomous AI Observability and Zero-Trust Compliance in Enterprise Environments
arXiv:2604.04749v1 Announce Type: new Abstract: The accelerating adoption of large language models, retrieval-augmented generation pipelines, and multi-agent AI
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
ANX: Protocol-First Design for AI Agent Interaction with a Supporting 3EX Decoupled Architecture
arXiv:2604.04820v1 Announce Type: new Abstract: AI agents, autonomous digital actors, need agent-native protocols; existing methods include GUI automation and M
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Learning, Potential, and Retention: An Approach for Evaluating Adaptive AI-Enabled Medical Devices
arXiv:2604.04878v1 Announce Type: new Abstract: This work addresses challenges in evaluating adaptive artificial intelligence (AI) models for medical devices, w
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
FVRuleLearner: Operator-Level Reasoning Tree (OP-Tree)-Based Rules Learning for Formal Verification
arXiv:2604.03245v1 Announce Type: cross Abstract: The remarkable reasoning and code generation capabilities of large language models (LLMs) have recently motiva
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Personalized AI Practice Replicates Learning Rate Regularity at Scale
arXiv:2604.03246v1 Announce Type: cross Abstract: Recent research demonstrated that students exhibit consistent learning rates across diverse educational contex
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Artificial Intelligence and Systemic Risk: A Unified Model of Performative Prediction, Algorithmic Herding, and Cognitive Dependency in Financial Markets
arXiv:2604.03272v1 Announce Type: cross Abstract: We develop a unified model in which AI adoption in financial markets generates systemic risk through three mut
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Event-Driven Neuromorphic Vision Enables Energy-Efficient Visual Place Recognition
arXiv:2604.03277v1 Announce Type: cross Abstract: Reliable visual place recognition (VPR) under dynamic real-world conditions is critical for autonomous robots,
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Safe Decentralized Operation of EV Virtual Power Plant with Limited Network Visibility via Multi-Agent Reinforcement Learning
arXiv:2604.03278v1 Announce Type: cross Abstract: As power systems advance toward net-zero targets, behind-the-meter renewables are driving rapid growth in dist
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Customized User Plane Processing via Code Generating AI Agents for Next Generation Mobile Networks
arXiv:2604.03282v1 Announce Type: cross Abstract: Generative AI is envisioned to have a crucial impact on next generation mobile networking, making the sixth ge
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Toward Artificial Intelligence Enabled Earth System Coupling
arXiv:2604.03289v1 Announce Type: cross Abstract: Coupling constitutes a foundational mechanism in the Earth system, regulating the interconnected physical, che
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
RAGnaroX: A Secure, Local-Hosted ChatOps Assistant Using Small Language Models
arXiv:2604.03291v1 Announce Type: cross Abstract: This paper introduces RAGnaroX, a resource-efficient ChatOps assistant that operates entirely on commodity har
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
AIFS-COMPO: A Global Data-Driven Atmospheric Composition Forecasting System
arXiv:2604.03300v1 Announce Type: cross Abstract: We introduce AIFS-COMPO, a skilful medium-range data-driven global forecasting system for aerosols and reactiv
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Downscaling weather forecasts from Low- to High-Resolution with Diffusion Models
arXiv:2604.03303v1 Announce Type: cross Abstract: We introduce a probabilistic diffusion-based method for global atmospheric downscaling implemented within the
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
AICCE: AI Driven Compliance Checker Engine
arXiv:2604.03330v1 Announce Type: cross Abstract: For digital infrastructure to be safe, compatible, and standards-aligned, automated communication protocol com
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Composer Vector: Style-steering Symbolic Music Generation in a Latent Space
arXiv:2604.03333v1 Announce Type: cross Abstract: Symbolic music generation has made significant progress, yet achieving fine-grained and flexible control over
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
From Model-Based Screening to Data-Driven Surrogates: A Multi-Stage Workflow for Exploring Stochastic Agent-Based Models
arXiv:2604.03350v1 Announce Type: cross Abstract: Systematic exploration of Agent-Based Models (ABMs) is challenged by the curse of dimensionality and their inh
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Banana100: Breaking NR-IQA Metrics by 100 Iterative Image Replications with Nano Banana Pro
arXiv:2604.03400v1 Announce Type: cross Abstract: The multi-step, iterative image editing capabilities of multi-modal agentic systems have transformed digital c
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Generative AI for material design: A mechanics perspective from burgers to matter
arXiv:2604.03409v1 Announce Type: cross Abstract: Generative artificial intelligence offers a new paradigm to design matter in high-dimensional spaces. However,
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
AEGIS: Scaling Long-Sequence Homomorphic Encrypted Transformer Inference via Hybrid Parallelism on Multi-GPU Systems
arXiv:2604.03425v1 Announce Type: cross Abstract: Fully Homomorphic Encryption (FHE) enables privacy-preserving Transformer inference, but long-sequence encrypt
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
VisionClaw: Always-On AI Agents through Smart Glasses
arXiv:2604.03486v1 Announce Type: cross Abstract: We present VisionClaw, an always-on wearable AI agent that integrates live egocentric perception with agentic
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Inside the Scaffold: A Source-Code Taxonomy of Coding Agent Architectures
arXiv:2604.03515v1 Announce Type: cross Abstract: LLM-based coding agents can localize bugs, generate patches, and run tests with diminishing human oversight, y