Core AI

AI Agents & Automation

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

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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 4,569 reads from curated sources

How AI is Transforming Demand Planning in Modern Supply Chains (From Forecasting to Execution)
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How AI is Transforming Demand Planning in Modern Supply Chains (From Forecasting to Execution)
Traditional demand planning struggles with dynamic markets, relying too heavily on historical data. AI changes this by enabling real-time demand sensing, probab
Salesforce gives Slackbot 30 new AI powers, and a strategy that looks a lot like Microsoft’s
The Next Web AI 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Salesforce gives Slackbot 30 new AI powers, and a strategy that looks a lot like Microsoft’s
In short: Salesforce unveiled more than 30 new AI capabilities for Slackbot on 31 March 2026, the most sweeping overhaul of the platform since its $27.7 billion
Omni-WorldBench Exposes the Biggest Blind Spot in AI World Modeling
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Omni-WorldBench Exposes the Biggest Blind Spot in AI World Modeling
Omni-WorldBench reveals the blind spot in AI world modeling: systems can generate realistic video without understanding how actions cause change.
The Verge 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
Can AI responses be influenced? The SEO industry is trying
Let's pretend you work in IT and you're looking for a new digital service desk platform to help your employees reset passwords or onboard new hires. You use Goo
OpenClaw Changed How We Use AI. KiloClaw Made It Effortless to Get Started
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
OpenClaw Changed How We Use AI. KiloClaw Made It Effortless to Get Started
OpenClaw is a powerful open-source AI agent, but self-hosting it is a pain. KiloClaw is OpenClaw fully hosted and managed by Kilo — sign up, connect your chat a
How to Build a Voice Agent With AssemblyAI
Hackernoon 🤖 AI Agents & Automation ⚡ AI Lesson 1mo ago
How to Build a Voice Agent With AssemblyAI
This tutorial shows you how to build a complete voice agent that can have natural conversations with users. You'll create an application that listens to speech,
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
A Comprehensive Framework for Long-Term Resiliency Investment Planning under Extreme Weather Uncertainty for Electric Utilities
arXiv:2604.02504v1 Announce Type: new Abstract: Electric utilities must make massive capital investments in the coming years to respond to explosive growth in d
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning
arXiv:2604.02721v1 Announce Type: new Abstract: Competitive programming remains one of the last few human strongholds in coding against AI. The best AI system t
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Improving Role Consistency in Multi-Agent Collaboration via Quantitative Role Clarity
arXiv:2604.02770v1 Announce Type: new Abstract: In large language model (LLM)-driven multi-agent systems, disobey role specification (failure to adhere to the d
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
ESL-Bench: An Event-Driven Synthetic Longitudinal Benchmark for Health Agents
arXiv:2604.02834v1 Announce Type: new Abstract: Longitudinal health agents must reason across multi-source trajectories that combine continuous device streams,
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
EMS: Multi-Agent Voting via Efficient Majority-then-Stopping
arXiv:2604.02863v1 Announce Type: new Abstract: Majority voting is the standard for aggregating multi-agent responses into a final decision. However, traditiona
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
AgentHazard: A Benchmark for Evaluating Harmful Behavior in Computer-Use Agents
arXiv:2604.02947v1 Announce Type: new Abstract: Computer-use agents extend language models from text generation to persistent action over tools, files, and exec
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
InfoSeeker: A Scalable Hierarchical Parallel Agent Framework for Web Information Seeking
arXiv:2604.02971v1 Announce Type: new Abstract: Recent agentic search systems have made substantial progress by emphasising deep, multi-step reasoning. However,
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Agentic-MME: What Agentic Capability Really Brings to Multimodal Intelligence?
arXiv:2604.03016v1 Announce Type: new Abstract: Multimodal Large Language Models (MLLMs) are evolving from passive observers into active agents, solving problem
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Coupled Control, Structured Memory, and Verifiable Action in Agentic AI (SCRAT -- Stochastic Control with Retrieval and Auditable Trajectories): A Comparative Perspective from Squirrel Locomotion and Scatter-Hoarding
arXiv:2604.03201v1 Announce Type: new Abstract: Agentic AI is increasingly judged not by fluent output alone but by whether it can act, remember, and verify und
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
UI-Oceanus: Scaling GUI Agents with Synthetic Environmental Dynamics
arXiv:2604.02345v1 Announce Type: cross Abstract: Scaling generalist GUI agents is hindered by the data scalability bottleneck of expensive human demonstrations
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Differentiable Symbolic Planning: A Neural Architecture for Constraint Reasoning with Learned Feasibility
arXiv:2604.02350v1 Announce Type: cross Abstract: Neural networks excel at pattern recognition but struggle with constraint reasoning -- determining whether con
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Dynamic Mask Enhanced Intelligent Multi-UAV Deployment for Urban Vehicular Networks
arXiv:2604.02358v1 Announce Type: cross Abstract: Vehicular Ad Hoc Networks (VANETs) play a crucial role in realizing vehicle-road collaboration and intelligent
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
CIPHER: Conformer-based Inference of Phonemes from High-density EEG
arXiv:2604.02362v1 Announce Type: cross Abstract: Decoding speech information from scalp EEG remains difficult due to low SNR and spatial blurring. We present C
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Beyond Message Passing: Toward Semantically Aligned Agent Communication
arXiv:2604.02369v1 Announce Type: cross Abstract: Agent communication protocols are becoming critical infrastructure for large language model (LLM) systems that
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
A Survey on AI for 6G: Challenges and Opportunities
arXiv:2604.02370v1 Announce Type: cross Abstract: As wireless communication evolves, each generation of networks brings new technologies that change how we conn
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Audio Spatially-Guided Fusion for Audio-Visual Navigation
arXiv:2604.02389v1 Announce Type: cross Abstract: Audio-visual Navigation refers to an agent utilizing visual and auditory information in complex 3D environment
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Spatial-Aware Conditioned Fusion for Audio-Visual Navigation
arXiv:2604.02390v1 Announce Type: cross Abstract: Audio-visual navigation tasks require agents to locate and navigate toward continuously vocalizing targets usi
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Reliability-Aware Geometric Fusion for Robust Audio-Visual Navigation
arXiv:2604.02391v1 Announce Type: cross Abstract: Audio-Visual Navigation (AVN) requires an embodied agent to navigate toward a sound source by utilizing both v
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Environment-Aware Channel Prediction for Vehicular Communications: A Multimodal Visual Feature Fusion Framework
arXiv:2604.02396v1 Announce Type: cross Abstract: The deep integration of communication with intelligence and sensing, as a defining vision of 6G, renders envir
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
LumiVideo: An Intelligent Agentic System for Video Color Grading
arXiv:2604.02409v1 Announce Type: cross Abstract: Video color grading is a critical post-production process that transforms flat, log-encoded raw footage into e
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
PlayGen-MoG: Framework for Diverse Multi-Agent Play Generation via Mixture-of-Gaussians Trajectory Prediction
arXiv:2604.02447v1 Announce Type: cross Abstract: Multi-agent trajectory generation in team sports requires models that capture both the diversity of possible p
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
VERTIGO: Visual Preference Optimization for Cinematic Camera Trajectory Generation
arXiv:2604.02467v1 Announce Type: cross Abstract: Cinematic camera control relies on a tight feedback loop between director and cinematographer, where camera mo
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Generative AI Use in Entrepreneurship: An Integrative Review and an Empowerment-Entrapment Framework
arXiv:2604.02567v1 Announce Type: cross Abstract: Despite the growing use of generative artificial intelligence (GenAI) in entrepreneurship, research on its imp
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Smart Transfer: Leveraging Vision Foundation Model for Rapid Building Damage Mapping with Post-Earthquake VHR Imagery
arXiv:2604.02627v1 Announce Type: cross Abstract: Living in a changing climate, human society now faces more frequent and severe natural disasters than ever bef
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Toys that listen, talk, and play: Understanding Children's Sensemaking and Interactions with AI Toys
arXiv:2604.02629v1 Announce Type: cross Abstract: Generative AI (genAI) is increasingly being integrated into children's everyday lives, not only through screen
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Cross-Vehicle 3D Geometric Consistency for Self-Supervised Surround Depth Estimation on Articulated Vehicles
arXiv:2604.02639v1 Announce Type: cross Abstract: Surround depth estimation provides a cost-effective alternative to LiDAR for 3D perception in autonomous drivi
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Cross Event Detection and Topic Evolution Mining in cross events for Man Made Disasters in Social Media Streams
arXiv:2604.02740v1 Announce Type: cross Abstract: Social media is widely used to share information globally and it also aids to gain attention from the world. W
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
SentinelAgent: Intent-Verified Delegation Chains for Securing Federal Multi-Agent AI Systems
arXiv:2604.02767v1 Announce Type: cross Abstract: When Agent A delegates to Agent B, which invokes Tool C on behalf of User X, no existing framework can answer:
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Disrupting Cognitive Passivity: Rethinking AI-Assisted Data Literacy through Cognitive Alignment
arXiv:2604.02783v1 Announce Type: cross Abstract: AI chatbots are increasingly stepping into roles as collaborators or teachers in analyzing, visualizing, and r
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
RayMamba: Ray-Aligned Serialization for Long-Range 3D Object Detection
arXiv:2604.02903v1 Announce Type: cross Abstract: Long-range 3D object detection remains challenging because LiDAR observations become highly sparse and fragmen
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Split and Conquer Partial Deepfake Speech
arXiv:2604.02913v1 Announce Type: cross Abstract: Partial deepfake speech detection requires identifying manipulated regions that may occur within short tempora
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Self-Optimizing Multi-Agent Systems for Deep Research
arXiv:2604.02988v1 Announce Type: cross Abstract: Given a user's complex information need, a multi-agent Deep Research system iteratively plans, retrieves, and
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Beyond Isolated Tasks: A Framework for Evaluating Coding Agents on Sequential Software Evolution
arXiv:2604.03035v1 Announce Type: cross Abstract: Existing datasets for coding agents evaluate performance on isolated, single pull request (PR) tasks in a stat
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
ARM: Advantage Reward Modeling for Long-Horizon Manipulation
arXiv:2604.03037v1 Announce Type: cross Abstract: Long-horizon robotic manipulation remains challenging for reinforcement learning (RL) because sparse rewards p
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
A Data-Centric Vision Transformer Baseline for SAR Sea Ice Classification
arXiv:2604.03094v1 Announce Type: cross Abstract: Accurate and automated sea ice classification is important for climate monitoring and maritime safety in the A
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
AlertStar: Path-Aware Alert Prediction on Hyper-Relational Knowledge Graphs
arXiv:2604.03104v1 Announce Type: cross Abstract: Cyber-attacks continue to grow in scale and sophistication, yet existing network intrusion detection approache
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
A Systematic Security Evaluation of OpenClaw and Its Variants
arXiv:2604.03131v1 Announce Type: cross Abstract: Tool-augmented AI agents substantially extend the practical capabilities of large language models, but they al
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
PR3DICTR: A modular AI framework for medical 3D image-based detection and outcome prediction
arXiv:2604.03203v1 Announce Type: cross Abstract: Three-dimensional medical image data and computer-aided decision making, particularly using deep learning, are
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Glia: A Human-Inspired AI for Automated Systems Design and Optimization
arXiv:2510.27176v5 Announce Type: replace Abstract: Can AI autonomously design mechanisms for computer systems on par with the creativity and reasoning of human
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
Code-in-the-Loop Forensics: Agentic Tool Use for Image Forgery Detection
arXiv:2512.16300v2 Announce Type: replace Abstract: Existing image forgery detection (IFD) methods either exploit low-level, semantics-agnostic artifacts or rel
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
ClinicalReTrial: Clinical Trial Redesign with Self-Evolving Agents
arXiv:2601.00290v2 Announce Type: replace Abstract: Clinical trials constitute a critical yet exceptionally challenging and costly stage of drug development (\$
ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 1mo ago
AgenticRed: Evolving Agentic Systems for Red-Teaming
arXiv:2601.13518v3 Announce Type: replace Abstract: While recent automated red-teaming methods show promise for systematically exposing model vulnerabilities, m