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Categories
  • All entries125,187
  • Agents10,469
  • Applications7,096
  • Companies3
  • Concepts7
  • Hardware2,737
  • Industry6,795
  • Local Ai6,931
  • Model Releases35,992
  • Research29,272
  • Safety19,344
  • Syntheses31
  • Tools1,778
  • Tutorials4,732

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125,187Total entries
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13Categories

Knowledge catalogue

Search: “automated”

GridTimelineEvolution
5,959 results
Model Releases

Towards Successful Implementation of Automated Raveling Detection: Effects of Training Data Size, Illumination Difference, and Spatial Shift

DGX agent

arXiv:2604.13322v1 Announce Type: new Abstract: Raveling, the loss of aggregates, is a major form of asphalt pavement surface distress, especially on highways. While research has shown that machine le

model-releasesarxiv-cs-cv
16 Apr 2026
DGX agent

Content type
AllBlogX PostPaperYouTubeRedditGitHub
Clear filters
Applications

LLM-Based Automated Diagnosis Of Integration Test Failures At Google

DGX agent

arXiv:2604.12108v1 Announce Type: cross Abstract: Integration testing is critical for the quality and reliability of complex software systems. However, diagnosing their failures presents significant c

applicationsarxiv-cs-ai
15 Apr 2026
Model Releases

EduIllustrate: Towards Scalable Automated Generation Of Multimodal Educational Content

DGX agent

arXiv:2604.05005v2 Announce Type: replace-cross Abstract: Large language models are increasingly used as educational assistants, yet evaluation of their educational capabilities remains concentrated o

model-releasesarxiv-cs-ai
14 Apr 2026
Research

Progressive Deep Learning for Automated Spheno-Occipital Synchondrosis Maturation Assessment

DGX agent

arXiv:2604.10945v1 Announce Type: new Abstract: Accurate assessment of spheno-occipital synchondrosis (SOS) maturation is a key indicator of craniofacial growth and a critical determinant for orthodon

researcharxiv-cs-cv
14 Apr 2026
Research

Webscale-RL: Automated Data Pipeline for Scaling RL Data to Pretraining Levels

DGX agent

arXiv:2510.06499v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have achieved remarkable success through imitation learning on vast text corpora, but this paradigm creates a tra

researcharxiv-cs-ai
13 Apr 2026
Safety

Are GUI Agents Focused Enough? Automated Distraction via Semantic-level UI Element Injection

DGX agent

arXiv:2604.07831v1 Announce Type: cross Abstract: Existing red-teaming studies on GUI agents have important limitations. Adversarial perturbations typically require white-box access, which is unavaila

safetyarxiv-cs-cl
10 Apr 2026
Applications

Unsupervised Neural Network for Automated Classification of Surgical Urgency Levels in Medical Transcriptions

DGX agent

arXiv:2604.06214v1 Announce Type: cross Abstract: Efficient classification of surgical procedures by urgency is paramount to optimize patient care and resource allocation within healthcare systems. Th

applicationsarxiv-cs-ai
10 Apr 2026
Applications

Vision-Language Foundation Models for Comprehensive Automated Pavement Condition Assessment

DGX agent

arXiv:2604.08212v1 Announce Type: new Abstract: General-purpose vision-language models demonstrate strong performance in everyday domains but struggle with specialized technical fields requiring preci

applicationsarxiv-cs-cv
10 Apr 2026
Research

Global Automation Atlas

DGX agent

arXiv:2605.17086v1 Announce Type: cross Abstract: Automation affects the labour content of work differently across different contexts. Yet, most existing exposure measures assign fixed scores to tasks

researcharxiv-cs-ai
19 May 2026
Research

Towards a Unified Taxonomy of Agricultural Harvesting Technologies: Linking Physical Interaction, Automation, and Selectivity

DGX agent

arXiv:2610.13688v1 Announce Type: new Abstract: Harvesting technologies have evolved from conventional mechanized systems based on bulk mechanical interaction toward increasingly automated and robotic

researcharxiv-cs-ro
12 Oct 2026
Agents

AssetOpsBench: Benchmarking AI Agents for Task Automation in Industrial Asset Operations and Maintenance

DGX agent

arXiv:2506.03828v4 Announce Type: replace Abstract: AI for Industrial Asset Lifecycle Management aims to automate complex operational workflows, such as condition monitoring and maintenance scheduling

agentsarxiv-cs-ai
1 Sept 2026
Model Releases

Syn2Logic: End-to-End Neuromorphic Design Automation

DGX agent

arXiv:2608.25536v2 Announce Type: replace-cross Abstract: In this work, we propose a view on electronic Neuromorphic Design Automation (eNDA), which we see as a design automation flow that bridges com

model-releasesarxiv-cs-ai
15 Sept 2026
Agents

CentaurBench: Benchmarking LLM Capabilities on Augmenting vs. Automating Real-World Work Tasks

DGX agent

arXiv:2608.18554v1 Announce Type: cross Abstract: Most LLM benchmarks rank models on their ability to automate work tasks. In practice, however, models are often used to assist other (human or LLM) ag

agentsarxiv-cs-ai
20 Aug 2026
Agents

RoMu4o: A Robotic Manipulation Unit For Orchard Operations Automating Proximal Hyperspectral Leaf Sensing

DGX agent

arXiv:2501.10621v2 Announce Type: replace-cross Abstract: Driven by the need to address labor shortages and meet the demands of a rapidly growing population, robotic automation has become a critical c

agentsarxiv-cs-cv
9 Sept 2026
Agents

From Prompts to Protocols: An AI Agent for Laboratory Automation

DGX agent

arXiv:2605.16552v1 Announce Type: new Abstract: Automating science laboratories enables faster, safer, more accurate, and more reproducible execution of protocols, accelerating the discovery and testi

agentsarxiv-cs-ai
19 May 2026
Model Releases

DosimeTron: Automating Personalized Monte Carlo Radiation Dosimetry in PET/CT with Agentic AI

DGX agent

arXiv:2604.06280v1 Announce Type: cross Abstract: Purpose: To develop and evaluate DosimeTron, an agentic AI system for automated patient-specific MC internal radiation dosimetry in PET/CT examination

model-releasesarxiv-cs-ai
10 Apr 2026
Agents

DS-Lighting: Making Agent Harnesses Explicit for Data-Science Automation

DGX agent

arXiv:2608.28590v1 Announce Type: new Abstract: Large Language Model (LLM) agents have shown promise for automating data-science workflows, yet their end-to-end performance depends critically on the a

agentsarxiv-cs-ai
1 Sept 2026
Local Ai

Compact Task-Aligned Imitation Learning for Laboratory Automation

DGX agent

arXiv:2603.01110v2 Announce Type: replace Abstract: Robotic laboratory automation has traditionally relied on carefully engineered motion pipelines and task-specific hardware interfaces, resulting in

local-aiarxiv-cs-ro
31 Jul 2026
Applications

Synthetic data generation framework for quality control automation in gravure printing

DGX agent

arXiv:2607.21577v1 Announce Type: cross Abstract: Quality control in printing, particularly in rotogravure printing, still depends on slow, costly, and subjective manual inspection. Automated surface

applicationsarxiv-cs-ai
24 Jul 2026
Applications

The Boundaries of Automation: A Theory of Persistent Human Participation

DGX agent

arXiv:2607.21547v1 Announce Type: new Abstract: The rapid progress of AI has intensified the long-standing pursuit of automation: replacing human participation with algorithms wherever possible. Impli

applicationsarxiv-cs-ai
24 Jul 2026
Safety

Learning When to Automate: Queue Control in Human-AI Service Systems

DGX agent

arXiv:2607.06017v1 Announce Type: new Abstract: We study a human-AI service system in which tasks arrive sequentially and are processed through a two-stage architecture: an automated chatbot followed,

safetyarxiv-cs-lg
8 Jul 2026
Applications

Why teaching resists automation in an AI-inundated era: Human judgment, non-modular work, and the limits of delegation

DGX agent

arXiv:2604.07285v2 Announce Type: replace Abstract: Debates about artificial intelligence (AI) in education often portray teaching as a modular and procedural job that can increasingly be automated or

applicationsarxiv-cs-cl
7 Jul 2026
Model Releases

auto-psych: Automating the science of mind using agent-driven theory discovery and experimentation

DGX agent

arXiv:2606.26460v1 Announce Type: new Abstract: AI-based scientific automation is increasingly possible by using agents to generate hypotheses, design experiments, and analyze data. Data collection is

model-releasesarxiv-cs-ai
26 Jun 2026
Local Ai

PhysAgent: Automating Physics-Based 4D Synthesis via Trajectory-Grounded Multi-Agent Feedback

DGX agent

arXiv:2606.08688v1 Announce Type: cross Abstract: Achieving fully automated, physically plausible 3D motion synthesis is a core objective in graphics and generative AI. However, configuring complex en

local-aiarxiv-cs-cv
9 Jun 2026
Agents

RepoLaunch: Automating Build and Management of Code Repositories across Languages and Platforms

DGX agent

arXiv:2603.05026v2 Announce Type: replace-cross Abstract: Language model (LM) agents have driven substantial progress in automated software engineering (SWE), yet building and testing software reposit

agentsarxiv-cs-lg
9 Jun 2026
Safety

Automating Low-Risk Code Review at Meta: RADAR, Risk Calibration, and Review Efficiency

DGX agent

arXiv:2605.30208v1 Announce Type: cross Abstract: AI-assisted coding tools have altered software production. At Meta, significant lines of code per human-landed diff grew by 105.9% year over year and

safetyarxiv-cs-ai
29 May 2026
Research

The Daily Dose: Workflow-Integrated Large Language Model Automation for Clinical Summarization and Trial Identification in Radiation Oncology

DGX agent

arXiv:2605.26346v1 Announce Type: new Abstract: Objective: To describe the design and early clinical evaluation of The Daily Dose (TDD), an LLM-driven, automated clinical summarization and clinical-tr

researcharxiv-cs-cl
27 May 2026
Model Releases

NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation

DGX agent

arXiv:2605.10813v1 Announce Type: new Abstract: LLM-powered multi-agent systems can now automate the full research pipeline from ideation to paper writing, but a fundamental question remains: automati

model-releasesarxiv-cs-ai
12 May 2026
Agents

Automating Computational Reproducibility in Social Science: Comparing Prompt-Based and Agent-Based Approaches

DGX agent

arXiv:2602.08561v3 Announce Type: replace-cross Abstract: Reproducing computational research is often assumed to be as simple as rerunning the original code with provided data. In practice, missing pa

agentsarxiv-cs-cl
24 Apr 2026
Model Releases

TREX: Automating LLM Fine-tuning via Agent-Driven Tree-based Exploration

DGX agent

arXiv:2604.14116v1 Announce Type: cross Abstract: While Large Language Models (LLMs) have empowered AI research agents to perform isolated scientific tasks, automating complex, real-world workflows, s

model-releasesarxiv-cs-cl
16 Apr 2026
Safety

Tool-Policy Co-Design for Powder Weighing in Laboratory Automation

DGX agent

arXiv:2609.39797v1 Announce Type: new Abstract: Autonomous powder weighing is one of many bottlenecks in laboratory automation due to the complex, non-linear dynamics of heterogeneous materials. Robot

safetyarxiv-cs-ro
1 Oct 2026
Model Releases

Bye-bye, Bluebook? Automating Legal Drudgery With AI-Augmented Rule Following

DGX agent

arXiv:2505.02763v2 Announce Type: replace-cross Abstract: One of the central promises of legal AI is to automate drudgery -- the formal, repetitive tasks of lawyers' work that consume time without cal

model-releasesarxiv-cs-ai
18 Aug 2026
Agents

Automating and Scaling Behavioral Scientific Research on AI Agents

DGX agent

arXiv:2608.10030v1 Announce Type: new Abstract: As AI agents are increasingly deployed in complex environments, understanding their behaviors becomes critical. Yet behavioral scientific research on AI

agentsarxiv-cs-ai
12 Aug 2026
Model Releases

What Does It Take to Detect an AI Agent? Minimal Feature Sets for Behavioral Detection under Browser Automation

DGX agent

arXiv:2607.26935v1 Announce Type: new Abstract: Bot detectors deployed at scale treat traffic as binary: human or bot. This assumption breaks when AI agents browse the web through browser automation,

model-releasesarxiv-cs-ai
31 Jul 2026
Research

MioFFAn: an Annotation Software for Formula Formalization with LLM Automation Capabilities

DGX agent

arXiv:2607.22552v1 Announce Type: new Abstract: The automatic translation of mathematical expressions in scientific literature into executable symbolic code (a process we refer to as Formula Formaliza

researcharxiv-cs-cl
28 Jul 2026
Agents

Scalable Low-Cost Laboratory Automation: A Digital Twin-Integrated Robotic Platform for Autonomous Liquid Handling (RAINBOTTM)

DGX agent

arXiv:2607.20662v1 Announce Type: new Abstract: Laboratory automation accelerates discovery, yet its adoption is constrained by the high cost, proprietary design, and limited remote supervisability of

agentsarxiv-cs-ro
24 Jul 2026
Research

Crashing Waves vs. Rising Tides: Findings on AI Automation from Thousands of Worker Evaluations of Labor Market Tasks

DGX agent

arXiv:2604.01363v2 Announce Type: replace Abstract: We propose that AI automation is a continuum between: (i) crashing waves where AI capabilities surge abruptly over small sets of tasks, and (ii) ris

researcharxiv-cs-ai
23 Jul 2026
Agents

Agentic AI for IPoDWDM Network Lifecycle Automation: An MCP-Enabled Architecture

DGX agent

arXiv:2607.05958v1 Announce Type: cross Abstract: We present a distributed, vendor-agnostic multi-MCP architecture for SDN-based automation and autonomous control of multi-vendor, multi-layer IPoDWDM

agentsarxiv-cs-ai
8 Jul 2026
Model Releases

AutoResearch: An Execution-Grounded Multi-Agent Framework for Reliable Research Workflow Automation

DGX agent

arXiv:2607.02520v1 Announce Type: cross Abstract: Automated research agents increasingly generate code, retrieve literature, and draft scientific artifacts, but they often fail to verify whether gener

model-releasesarxiv-cs-ai
7 Jul 2026
Model Releases

ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog

DGX agent

arXiv:2607.04438v1 Announce Type: cross Abstract: Research dissemination, turning a paper into a poster, a talk video, and a blog post, is still a manual last mile. Prior automation treats each artifa

model-releasesarxiv-cs-ai
7 Jul 2026
Agents

AI-Driven Synthesis for High-Tech System Design: Automating Innovation

DGX agent

arXiv:2606.28126v1 Announce Type: new Abstract: This article addresses the combinatorial complexity inherent in modern high-tech system design by presenting automation-in-design (AiD) as a transformat

agentsarxiv-cs-ai
29 Jun 2026
Safety

Automating Geometry-Intensive Compliance Checking in BIM: Graph-Based Semantic Reasoning Framework

DGX agent

arXiv:2606.12065v1 Announce Type: new Abstract: Automating compliance check for geometry-intensive regulations remains a significant technical bottleneck in Building Information Modeling (BIM), primar

safetyarxiv-cs-ai
11 Jun 2026
Safety

Pseudocode-Guided Structured Reasoning for Automating Reliable Inference in Vision-Language Models

DGX agent

arXiv:2605.19663v1 Announce Type: new Abstract: Vision-Language Models (VLMs) are becoming the cornerstone of high-level reasoning for robotic automation, enabling robots to parse natural language com

safetyarxiv-cs-ai
20 May 2026
Local Ai

GraphFlow: An Architecture for Formally Verifiable Visual Workflows Enabling Reliable Agentic AI Automation

DGX agent

arXiv:2605.14968v1 Announce Type: new Abstract: GraphFlow is a visual workflow system designed to improve the reliability of agentic AI automation in multi-step, mission-critical processes. In these w

local-aiarxiv-cs-ai
15 May 2026
Model Releases

Exploring LLM-based Verilog Code Generation with Data-Efficient Fine-Tuning and Testbench Automation

DGX agent

arXiv:2604.15388v1 Announce Type: cross Abstract: Recent advances in large language models have improved code generation, but their use in hardware description languages is still limited. Moreover, tr

model-releasesarxiv-cs-ai
20 Apr 2026
Agents

Automating Structural Analysis Across Multiple Software Platforms Using Large Language Models

DGX agent

arXiv:2604.09866v1 Announce Type: cross Abstract: Recent advances in large language models (LLMs) have shown the promise to significantly accelerate the workflow by automating structural modeling and

agentsarxiv-cs-ai
14 Apr 2026
Applications

Intelligent Approval of Access Control Flow in Office Automation Systems via Relational Modeling

DGX agent

arXiv:2604.11040v1 Announce Type: new Abstract: Office automation (OA) systems play a crucial role in enterprise operations and management, with access control flow approval (ACFA) being a key compone

applicationsarxiv-cs-ai
14 Apr 2026
Model Releases

Bounded Autonomy and Verifiable Safety for Agentic AI Enabled Automation

DGX agent

arXiv:2610.08815v1 Announce Type: new Abstract: Agentic AI-enabled automation cannot be safely deployed in high-stakes environments on probabilistic reasoning alone. A recurring risk is epistemic drif

model-releasesarxiv-cs-lg
8 Oct 2026
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