Core AI

AI Agents & Automation

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

11,756
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 4,578 reads from curated sources

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Beyond Symbolic Control: Societal Consequences of AI-Driven Workforce Displacement and the Imperative for Genuine Human Oversight Architectures
arXiv:2604.00081v1 Announce Type: cross Abstract: The accelerating displacement of human labor by artificial intelligence (AI) and robotic systems represents a
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Neural-Assisted in-Motion Self-Heading Alignment
arXiv:2604.00168v1 Announce Type: cross Abstract: Autonomous platforms operating in the oceans require accurate navigation to successfully complete their missio
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Unified Architecture Metamodel of Information Systems Developed by Generative AI
arXiv:2604.00171v1 Announce Type: cross Abstract: The rapid development of AI and LLMs has driven new methods of SDLC, in which a large portion of code, technic
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Agentic AI and Occupational Displacement: A Multi-Regional Task Exposure Analysis of Emerging Labor Market Disruption
arXiv:2604.00186v1 Announce Type: cross Abstract: This paper extends the Acemoglu-Restrepo task exposure framework to address the labor market effects of agenti
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Making Sense of AI Agents Hype: Adoption, Architectures, and Takeaways from Practitioners
arXiv:2604.00189v1 Announce Type: cross Abstract: To support practitioners in understanding how agentic systems are designed in real-world industrial practice,
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
AI-Mediated Explainable Regulation for Justice
arXiv:2604.00237v1 Announce Type: cross Abstract: Present practice of deciding on regulation faces numerous problems that make adopted regulations static, unexp
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Benchmarking Interaction, Beyond Policy: a Reproducible Benchmark for Collaborative Instance Object Navigation
arXiv:2604.00265v1 Announce Type: cross Abstract: We propose Question-Asking Navigation (QAsk-Nav), the first reproducible benchmark for Collaborative Instance
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
VeriAct: Beyond Verifiability -- Agentic Synthesis of Correct and Complete Formal Specifications
arXiv:2604.00280v1 Announce Type: cross Abstract: Formal specifications play a central role in ensuring software reliability and correctness. However, automatic
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Go Big or Go Home: Simulating Mobbing Behavior with Braitenbergian Robots
arXiv:2604.00350v1 Announce Type: cross Abstract: We used the Webots robotics simulation platform to simulate a dyadic avoiding and mobbing predator behavior in
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
COTTA: Context-Aware Transfer Adaptation for Trajectory Prediction in Autonomous Driving
arXiv:2604.00402v1 Announce Type: cross Abstract: Developing robust models to accurately predict the trajectories of surrounding agents is fundamental to autono
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Learning Humanoid Navigation from Human Data
arXiv:2604.00416v1 Announce Type: cross Abstract: We present EgoNav, a system that enables a humanoid robot to traverse diverse, unseen environments by learning
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Not My Truce: Personality Differences in AI-Mediated Workplace Negotiation
arXiv:2604.00464v1 Announce Type: cross Abstract: AI-driven conversational coaching is increasingly used to support workplace negotiation, yet prior work assume
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Toward Optimal Sampling Rate Selection and Unbiased Classification for Precise Animal Activity Recognition
arXiv:2604.00517v1 Announce Type: cross Abstract: With the rapid advancements in deep learning techniques, wearable sensor-aided animal activity recognition (AA
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
MATHENA: Mamba-based Architectural Tooth Hierarchical Estimator and Holistic Evaluation Network for Anatomy
arXiv:2604.00537v1 Announce Type: cross Abstract: Dental diagnosis from Orthopantomograms (OPGs) requires coordination of tooth detection, caries segmentation (
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Procela: Epistemic Governance in Mechanistic Simulations Under Structural Uncertainty
arXiv:2604.00675v1 Announce Type: cross Abstract: Mechanistic simulations typically assume fixed ontologies: variables, causal relationships, and resolution pol
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Internal APIs Are All You Need: Shadow APIs, Shared Discovery, and the Case Against Browser-First Agent Architectures
arXiv:2604.00694v1 Announce Type: cross Abstract: Autonomous agents increasingly interact with the web, yet most websites remain designed for human browsers --
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
GRASP: Gradient Realignment via Active Shared Perception for Multi-Agent Collaborative Optimization
arXiv:2604.00717v1 Announce Type: cross Abstract: Non-stationarity arises from concurrent policy updates and leads to persistent environmental fluctuations. Exi
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
A CEFR-Inspired Classification Framework with Fuzzy C-Means To Automate Assessment of Programming Skills in Scratch
arXiv:2604.00730v1 Announce Type: cross Abstract: Context: Schools, training platforms, and technology firms increasingly need to assess programming proficiency
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
DVGT-2: Vision-Geometry-Action Model for Autonomous Driving at Scale
arXiv:2604.00813v1 Announce Type: cross Abstract: End-to-end autonomous driving has evolved from the conventional paradigm based on sparse perception into visio
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Investigating Autonomous Agent Contributions in the Wild: Activity Patterns and Code Change over Time
arXiv:2604.00917v1 Announce Type: cross Abstract: The rise of large language models for code has reshaped software development. Autonomous coding agents, able t
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Learning Quantised Structure-Preserving Motion Representations for Dance Fingerprinting
arXiv:2604.00927v1 Announce Type: cross Abstract: We present DANCEMATCH, an end-to-end framework for motion-based dance retrieval, the task of identifying seman
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Do Phone-Use Agents Respect Your Privacy?
arXiv:2604.00986v1 Announce Type: cross Abstract: We study whether phone-use agents respect privacy while completing benign mobile tasks. This question has rema
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Multimodal Analysis of State-Funded News Coverage of the Israel-Hamas War on YouTube Shorts
arXiv:2604.00994v1 Announce Type: cross Abstract: YouTube Shorts have become central to news consumption on the platform, yet research on how geopolitical event
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
EgoSim: Egocentric World Simulator for Embodied Interaction Generation
arXiv:2604.01001v1 Announce Type: cross Abstract: We introduce EgoSim, a closed-loop egocentric world simulator that generates spatially consistent interaction
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
OrgAgent: Organize Your Multi-Agent System like a Company
arXiv:2604.01020v1 Announce Type: cross Abstract: While large language model-based multi-agent systems have shown strong potential for complex reasoning, how to
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Adversarial Attacks in AI-Driven RAN Slicing: SLA Violations and Recovery
arXiv:2604.01049v1 Announce Type: cross Abstract: Next-generation (NextG) cellular networks are designed to support emerging applications with diverse data rate
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Trust and Reliance on AI in Education: AI Literacy and Need for Cognition as Moderators
arXiv:2604.01114v1 Announce Type: cross Abstract: As generative AI systems are integrated into educational settings, students often encounter AI-generated outpu
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Paper Reconstruction Evaluation: Evaluating Presentation and Hallucination in AI-written Papers
arXiv:2604.01128v1 Announce Type: cross Abstract: This paper introduces the first systematic evaluation framework for quantifying the quality and risks of paper
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
A ROS 2 Wrapper for Florence-2: Multi-Mode Local Vision-Language Inference for Robotic Systems
arXiv:2604.01179v1 Announce Type: cross Abstract: Foundation vision-language models are becoming increasingly relevant to robotics because they can provide rich
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery
arXiv:2604.01210v1 Announce Type: cross Abstract: Scientific algorithm discovery is iterative: hypotheses are proposed, implemented, stress-tested, and revised.
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
$\texttt{YC-Bench}$: Benchmarking AI Agents for Long-Term Planning and Consistent Execution
arXiv:2604.01212v1 Announce Type: cross Abstract: As LLM agents tackle increasingly complex tasks, a critical question is whether they can maintain strategic co
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
The Recipe Matters More Than the Kitchen:Mathematical Foundations of the AI Weather Prediction Pipeline
arXiv:2604.01215v1 Announce Type: cross Abstract: AI weather prediction has advanced rapidly, yet no unified mathematical framework explains what determines for
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Semi-Autonomous Formalization of the Vlasov-Maxwell-Landau Equilibrium
arXiv:2603.15929v2 Announce Type: replace Abstract: We present a complete Lean 4 formalization of the equilibrium characterization in the Vlasov-Maxwell-Landau
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Ego-Foresight: Self-supervised Learning of Agent-Aware Representations for Improved RL
arXiv:2407.01570v4 Announce Type: replace-cross Abstract: Despite the significant advances in Deep Reinforcement Learning (RL) observed in the last decade, the
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Enhancing Team Diversity with Generative AI: A Novel Project Management Framework
arXiv:2502.05181v2 Announce Type: replace-cross Abstract: This research-in-progress paper presents a new project management framework that utilises GenAI techno
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Situationally-Aware Dynamics Learning
arXiv:2505.19574v3 Announce Type: replace-cross Abstract: Autonomous robots operating in complex, unstructured environments face significant challenges due to l
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Fair Indivisible Payoffs through Shapley Value
arXiv:2510.24906v2 Announce Type: replace-cross Abstract: We consider the problem of payoff division in indivisible coalitional games, where the value of the gr
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
CoCoDiff: Correspondence-Consistent Diffusion Model for Fine-grained Style Transfer
arXiv:2602.14464v2 Announce Type: replace-cross Abstract: Transferring visual style between images while preserving semantic correspondence between similar obje
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
TaCarla: A comprehensive benchmarking dataset for end-to-end autonomous driving
arXiv:2602.23499v2 Announce Type: replace-cross Abstract: Collecting a high-quality dataset is a critical task that demands meticulous attention to detail, as o
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
SWE-CI: Evaluating Agent Capabilities in Maintaining Codebases via Continuous Integration
arXiv:2603.03823v4 Announce Type: replace-cross Abstract: Large language model (LLM)-powered agents have demonstrated strong capabilities in automating software
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
RoboClaw: An Agentic Framework for Scalable Long-Horizon Robotic Tasks
arXiv:2603.11558v3 Announce Type: replace-cross Abstract: Vision-Language-Action (VLA) systems have shown strong potential for language-driven robotic manipulat
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
CHIMERA-Bench: A Benchmark Dataset for Epitope-Specific Antibody Design
arXiv:2603.13431v2 Announce Type: replace-cross Abstract: Computational antibody design has seen rapid methodological progress, with dozens of deep generative m
A former Swiss president just filed criminal charges over AI-generated abuse. The target is Grok.
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
A former Swiss president just filed criminal charges over AI-generated abuse. The target is Grok.
Karin Keller-Sutter, Switzerland’s finance minister and the country’s former president, has filed criminal charges for defamation and insult after Elon Musk’s A
InfoQ AI/ML 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Cloudflare Launches Dynamic Workers Open Beta: Isolate-Based Sandboxing for AI Agent Code Execution
Cloudflare has released Dynamic Worker Loader into open beta, offering V8 isolate-based sandboxing for AI-generated code execution. The company claims isolates
How The Children’s Movie “Cars” Forewarns A Post-Human Era
Forbes Innovation 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How The Children’s Movie “Cars” Forewarns A Post-Human Era
In this film, the anthropomorphic vehicles aren't there to serve people. AI and self-driving tech are hurtling us toward a world reigned by sentient machine sup
The Verge 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
AI can push your Stream Deck buttons for you
If you're tired of controlling Stream Deck devices by manually pushing buttons, then good news: Elgato will now let you delegate that task to a chatbot instead.
The Verge 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Baidu’s robotaxis froze in traffic, creating chaos
Numerous robotaxis operated by Chinese tech giant Baidu froze in a major city on Tuesday, reportedly trapping passengers inside, stranding them on highways, and
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Working Paper: Towards a Category-theoretic Comparative Framework for Artificial General Intelligence
arXiv:2603.28906v1 Announce Type: new Abstract: AGI has become the Holly Grail of AI with the promise of level intelligence and the major Tech companies around