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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
60Added by human
125,127Found by agent
13Categories

Knowledge catalogue

Search: “automated”

GridTimelineEvolution
7,429 results
Research

Stop Automating Peer Review Without Rigorous Evaluation

DGX agent

arXiv:2605.03202v1 Announce Type: new Abstract: Large language models offer a tempting solution to address the peer review crisis. This position paper argues that today's AI systems should not be used

researcharxiv-cs-ai
7 May 2026
Human
DGX agent

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Applications

Tessera Labs, which uses AI agents to automate enterprise IT migrations and ERP transformations, raised a 60M Series A led by a16z at a 320M valuation (Anna Tong/Forbes)

DGX agent

Anna Tong / Forbes: Tessera Labs, which uses AI agents to automate enterprise IT migrations and ERP transformations, raised a 60M Series A led by a16z at a 320M valuation — Kabir Nagrecha is tackling

applicationstechmeme
7 May 2026
Industry

Zyg, an AI startup by ironSource's founders to automate business functions, raised 60M led by Accel at a 500M valuation, two months after exiting stealth (Marissa Newman/Bloomberg)

DGX agent

Marissa Newman / Bloomberg: Zyg, an AI startup by ironSource's founders to automate business functions, raised 60M led by Accel at a 500M valuation, two months after exiting stealth — Zyg, an artifici

industrytechmeme
5 May 2026
Agents

@llama_index should we rebrand to applied automation co.

DGX agent

Jerry Liu considers whether llama_index should rebrand to 'applied automation co,' suggesting potential strategic discussions about the project's direction and positioning. This appears to be a casual

agentsjerry-liu--x
1 May 2026
Hardware

Automating GPU Kernel Translation with AI Agents: cuTile Python to cuTile.jl

DGX agent

The TileGym project developed an AI-driven skill-based workflow that encodes 17 critical translation rules, static validation scripts, and example kernels, enabling automated conversion of cuTile Pyth

hardwarenvidia-developer
30 Apr 2026
Industry

Sources: Meta HR chief Janelle Gale told employees she can't rule out further layoffs; Zuckerberg said AI automation is not the driving factor behind them (Business Insider)

DGX agent

Business Insider: Sources: Meta HR chief Janelle Gale told employees she can't rule out further layoffs; Zuckerberg said AI automation is not the driving factor behind them — - Meta previously announc

industrytechmeme
30 Apr 2026
Safety

Learning-augmented robotic automation for real-world manufacturing

DGX agent

arXiv:2604.22235v1 Announce Type: cross Abstract: Industrial robots are widely used in manufacturing, yet most manipulation still depends on fixed waypoint scripts that are brittle to environmental ch

safetyarxiv-cs-ai
27 Apr 2026
Applications

Report for NSF Workshop on AI for Electronic Design Automation

DGX agent

arXiv:2601.14541v4 Announce Type: replace-cross Abstract: This report distills the discussions and recommendations from the NSF Workshop on AI for Electronic Design Automation (EDA), held on December

applicationsarxiv-cs-ai
27 Apr 2026
Model Releases

Spot on 🎯 We don't need frontier intelligence to automate searches and sending emails - We don't need trillion parameter models to be able …

DGX agent

Spot on 🎯 We don't need frontier intelligence to automate searches and sending emails - We don't need trillion parameter models to be able to summarize articles or technical documents - We don't need

model-releasesclem-delangue--x
25 Apr 2026
Model Releases

From Research Question to Scientific Workflow: Leveraging Agentic AI for Science Automation

DGX agent

arXiv:2604.21910v1 Announce Type: new Abstract: Scientific workflow systems automate execution -- scheduling, fault tolerance, resource management -- but not the semantic translation that precedes it.

model-releasesarxiv-cs-ai
24 Apr 2026
Agents

Copperhelm dives deep into automation to build enterprise cloud defenses

DGX agent

Copperhelm Inc., a startup building agentic artificial intelligence for cloud cybersecurity, today announced its launch with $7 million in seed funding led by TLV Partners. ToDay Ventures, ICON and Sa

agentssiliconangle
23 Apr 2026
Tools

Customer Experience Automation First try: 2018: Google Duplex Today: 2026: Google Agents ~8 years to mature and work

DGX agent

Google Duplex, introduced in 2018, represented an early attempt at customer experience automation through AI-powered phone conversations, while Google Agents (expected circa 2026) represents a more ma

toolsitamar-friedman--x
23 Apr 2026
Industry

AcuityMD, which provides AI tools that automate sales call recaps, CRM data entry, and more for medtech companies, raised an 80M Series C at a 955M valuation (Brock E.W. Turner/Axios)

DGX agent

Brock E.W. Turner / Axios: AcuityMD, which provides AI tools that automate sales call recaps, CRM data entry, and more for medtech companies, raised an 80M Series C at a 955M valuation — Medtech softw

industrytechmeme
21 Apr 2026
Safety

Import AI 454: Automating alignment research; safety study of a Chinese model; HiFloat4

DGX agent

This newsletter covers three main topics: advances in automating alignment research to improve AI safety processes, a safety evaluation study of a Chinese AI model, and technical details about HiFloat

safetyimport-ai
20 Apr 2026
Local Ai

AIPC: Agent-Based Automation for AI Model Deployment with Qualcomm AI Runtime

DGX agent

arXiv:2604.14661v1 Announce Type: cross Abstract: Edge AI model deployment is a multi-stage engineering process involving model conversion, operator compatibility handling, quantization calibration, r

local-aiarxiv-cs-lg
17 Apr 2026
Industry

A key implication of this work is that not all AI adoption is labor-replacing. Some jobs may be more automation-prone, some may expand as AI…

DGX agent

A key implication of this work is that not all AI adoption is labor-replacing. Some jobs may be more automation-prone, some may expand as AI lowers costs and increases demand, and some are more likely

industryemad-mostaque--x
16 Apr 2026
Local Ai

Great blogpost from @pcuenq on making a new skill + test harness to automate porting new models from Transformers to mlx-lm

DGX agent

This post discusses a blog article by @pcuenq that covers the process of creating new skills and test harnesses to automate the conversion of machine learning models from the Hugging Face Transformers

local-aiclem-delangue--x
16 Apr 2026
Model Releases

AutoMS: Multi-Agent Evolutionary Search for Cross-Physics Inverse Microstructure Design

DGX agent

arXiv:2603.27195v2 Announce Type: replace Abstract: Designing microstructures with coupled cross-physics objectives is a fundamental challenge where traditional topology optimization is often computat

model-releasesarxiv-cs-ai
14 Apr 2026
Safety

Act or Escalate? Evaluating Escalation Behavior in Automation with Language Models

DGX agent

arXiv:2604.08588v1 Announce Type: cross Abstract: Effective automation hinges on deciding when to act and when to escalate. We model this as a decision under uncertainty: an LLM forms a prediction, es

safetyarxiv-cs-ai
13 Apr 2026
Agents

Completely agreed. Everyone in SF knows how good these models are at coding / work automation. When it comes to writing, there’s still a ins…

DGX agent

Completely agreed. Everyone in SF knows how good these models are at coding / work automation. When it comes to writing, there’s still a insane amount of model-generated AI slop because there’s no eas

agentsjerry-liu--x
10 Apr 2026
Model Releases

k-server-bench: Automating Potential Discovery for the k-Server Conjecture

DGX agent

arXiv:2604.07240v1 Announce Type: cross Abstract: We introduce a code-based challenge for automated, open-ended mathematical discovery based on the k-server conjecture, a central open problem in com

model-releasesarxiv-cs-ai
10 Apr 2026
Agents

Automating Loan Income Verification with AI agents 💸☑️ Loan processors spend a huge portion of time verifying the borrower’s documents (tax…

DGX agent

Automating Loan Income Verification with AI agents 💸☑️ Loan processors spend a huge portion of time verifying the borrower’s documents (tax forms, pay stubs, bank deposits), and cross-checking them fo

agentsjerry-liu--x
9 Apr 2026
Agents

AgentWare: Automating the Lifecycle of Agentic Applications across the Edge-to-Cloud Continuum

DGX agent

arXiv:2609.34586v1 Announce Type: cross Abstract: Deploying LLM-enabled agentic applications across the Edge-to-Cloud continuum remains challenging due to hardware heterogeneity, deployment complexity

agentsarxiv-cs-lg
29 Sept 2026
Safety

BaseCamp --- An Agentic AI Framework for Automating DNA Sequencing Data Pipelines

DGX agent

arXiv:2609.28557v1 Announce Type: new Abstract: DNA sequencing pipelines, spanning quality control, alignment, variant calling, and annotation, are now reliably executed by workflow management systems

safetyarxiv-cs-ai
25 Sept 2026
Model Releases

Proactive Defense: Hardening Code Pipelines and CI/CD Infrastructure

DGX agent

Introduction The landscape of software supply chain security has undergone a significant shift. Recent campaigns demonstrate that sophisticated threat actors are systematically targeting the engineeri

model-releasesgoogle-cloud-ai
24 Sept 2026
Agents

Review of Explainable Decision Support and Adaptive Human-Machine Interfaces for Automation Transparency in Maritime Autonomous Surface Ships

DGX agent

arXiv:2509.15959v2 Announce Type: replace-cross Abstract: Autonomous navigation in maritime domains is accelerating alongside advances in artificial intelligence, sensing, and connectivity. Opaque dec

agentsarxiv-cs-ai
26 Aug 2026
Agents

Can Coding Agents Build Robust Baselines? A Skill-Based Approach for Automating the Medical Imaging Model-Development Pipeline

DGX agent

arXiv:2608.23336v1 Announce Type: new Abstract: Developing competitive deep learning baselines for medical imaging remains a highly iterative process requiring literature review, implementation, exper

agentsarxiv-cs-cv
25 Aug 2026
Agents

When Agent Automation Becomes Profitable: Quantifying and Insuring Autonomous AI Risk through Trace-Economic Underwriting

DGX agent

arXiv:2606.16465v2 Announce Type: replace Abstract: AI agents can now take irreversible actions in operational systems, but agent-caused losses are still not clearly assigned, priced, or transferred.

agentsarxiv-cs-ai
12 Aug 2026
Agents

SiriusDeliver: Automating Data Warehouse Delivery at Tencent

DGX agent

arXiv:2608.09185v1 Announce Type: cross Abstract: Enterprise data warehouses (DWs) support business-critical analytics, but warehouse task delivery remains a complicated production process involving c

agentsarxiv-cs-ai
11 Aug 2026
Agents

AI-native market research automation startup Echovane raises $1M

DGX agent

Agentic artificial intelligence startup Echovane Inc. said today it has closed on a 1 million pre-seed funding round to accelerate the development of its AI-native market research platform. Titan Capi

agentssiliconangle
10 Aug 2026
Safety

GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks

DGX agent

arXiv:2607.05369v1 Announce Type: cross Abstract: For robots to work reliably in commercial and industrial applications, can recent advances in agentic coding systems combine interpretable robot progr

safetyarxiv-cs-ai
7 Jul 2026
Hardware

Import AI 464: Fable writes GPU kernels; AI automation; and analog computation

DGX agent

This Import AI newsletter issue covers Fable's development of GPU kernel writing capabilities, likely discussing how AI systems can automatically generate optimized code for graphics processors, along

hardwareimport-ai
6 Jul 2026
Agents

Automating the Design of Embodied AgentArchitectures

DGX agent

arXiv:2606.30111v1 Announce Type: cross Abstract: Embodied agents are typically built as hand-designed compositions of perception, memory, planning, and action modules. This modularity exposes a large

agentsarxiv-cs-ai
30 Jun 2026
Model Releases

Intelligent Automation for Embodied Benchmark Construction: Pipelines, Embodiments, Simulators, and Trends

DGX agent

arXiv:2606.12207v1 Announce Type: cross Abstract: Embodied intelligence now spans navigation, household assistance, manipulation, autonomous driving, aerial agents, and multimodal large-model control.

model-releasesarxiv-cs-ai
11 Jun 2026
Model Releases

Federated Learning for Multivariate Time Series Anomaly Detection in Industrial Automation

DGX agent

arXiv:2605.27486v1 Announce Type: new Abstract: Federated learning (FL) has broadened the horizon for multivariate time series anomaly detection (MTSAD). However, benchmarking such anomaly detection m

model-releasesarxiv-cs-lg
28 May 2026
Agents

AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery

DGX agent

arXiv:2605.23204v1 Announce Type: new Abstract: Scientific research is being reshaped by AI systems that move beyond isolated assistance toward longer-horizon workflows spanning literature grounding,

agentsarxiv-cs-ai
25 May 2026
Agents

Automating what already exists isn’t enough — agents demand a fundamental rethink of the enterprise

DGX agent

Enterprises have figured out how to stand up AI agents, but agent management is another problem entirely. The agentic moment is forcing organizations to interrogate everything, including the operating

agentssiliconangle
20 May 2026
Model Releases

ClinSeekAgent: Automating Multimodal Evidence Seeking for Agentic Clinical Reasoning

DGX agent

arXiv:2605.20176v1 Announce Type: new Abstract: Large language models (LLMs) and agentic systems have shown promise for clinical decision support, but existing works largely assume that evidence has a

model-releasesarxiv-cs-cl
20 May 2026
Model Releases

An Empirical Study of Automating Agent Evaluation

DGX agent

arXiv:2605.11378v1 Announce Type: new Abstract: Agent evaluation requires assessing complex multi-step behaviors involving tool use and intermediate reasoning, making it costly and expertise-intensive

model-releasesarxiv-cs-cl
13 May 2026
Agents

Towards Robust Surgical Automation via Digital Twin Representations from Foundation Models

DGX agent

arXiv:2409.13107v3 Announce Type: replace Abstract: Large language model-based (LLM) agents are emerging as a powerful enabler of robust embodied intelligence due to their capability of planning compl

agentsarxiv-cs-ro
12 May 2026
Agents

Foundation-Model-Based Agents in Industrial Automation: Purposes, Capabilities, and Open Challenges

DGX agent

arXiv:2605.02592v1 Announce Type: new Abstract: Foundation models, particularly large language models, are increasingly integrated into agent architectures for industrial tasks such as decision suppor

agentsarxiv-cs-ai
6 May 2026
Agents

AWS accelerates enterprise agentic automation with expanded Amazon Connect portfolio

DGX agent

Amazon Web Services Inc. is moving agentic artificial intelligence up the software stack with the launch today of an expanded Amazon Connect portfolio, which has evolved into four distinct offerings t

agentssiliconangle
28 Apr 2026
Safety

AgentSOC: A Multi-Layer Agentic AI Framework for Security Operations Automation

DGX agent

arXiv:2604.20134v1 Announce Type: cross Abstract: Security Operations Centers (SOCs) increasingly encounter difficulties in correlating heterogeneous alerts, interpreting multi-stage attack progressio

safetyarxiv-cs-ai
23 Apr 2026
Model Releases

StepFly: Agentic Troubleshooting Guide Automation for Incident Diagnosis

DGX agent

arXiv:2510.10074v2 Announce Type: replace Abstract: Effective incident management in large-scale IT systems relies on troubleshooting guides (TSGs), but their manual execution is slow and error-prone.

model-releasesarxiv-cs-ai
22 Apr 2026
Model Releases

Automating Database-Native Function Code Synthesis with LLMs

DGX agent

arXiv:2604.06231v1 Announce Type: cross Abstract: Database systems incorporate an ever-growing number of functions in their kernels (a.k.a., database native functions) for scenarios like new applicati

model-releasesarxiv-cs-ai
10 Apr 2026
Model Releases

Zencoder launches AI platform to automate the surrounding work that coding agents don’t handle

DGX agent

Zencoder, a startup building an artificial intelligence orchestration layer for software development and business, today announced the launch of Zenflow Work, a major expansion of its platform that fo

model-releasessiliconangle
9 Apr 2026
Model Releases

AutoEnvScaling: Automating the Data Flywheel with Terminal Agents

DGX agent

arXiv:2610.14163v1 Announce Type: cross Abstract: Terminal agents solve tasks in software engineering and scientific research by executing commands in a terminal. Training them via reinforcement learn

model-releasesarxiv-cs-lg
14 Oct 2026
Model Releases

TopoPilot: Reliable Conversational Workflow Automation for Topological Data Analysis and Visualization

DGX agent

arXiv:2603.25063v2 Announce Type: replace-cross Abstract: Recent agentic systems demonstrate that large language models can generate complex codebases from natural language prompts. Despite this progr

model-releasesarxiv-cs-lg
14 Oct 2026
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