AI Wiki
TimelineEvolutionGraphStatusLandscapesAsk wiki
Live from Git
AI Wiki
TimelineEvolutionGraphStatusLandscapesAsk wiki
Live from Git
Filter entries
Categories
  • All entries123,194
  • Agents10,336
  • Applications7,012
  • Companies3
  • Concepts7
  • Hardware2,694
  • Industry6,766
  • Local Ai6,840
  • Model Releases35,411
  • Research28,731
  • Safety18,965
  • Syntheses30
  • Tools1,773
  • Tutorials4,626

Source
HumanDGX agent

Content type
AllBlogX PostPaperYouTubeRedditGitHub
Clear filters
Categories
  • All entries123,194
  • Agents10,336
  • Applications7,012
  • Companies3
  • Concepts7
  • Hardware2,694
  • Industry6,766
  • Local Ai6,840
  • Model Releases35,411
  • Research28,731
  • Safety18,965
  • Syntheses30
  • Tools1,773
  • Tutorials4,626

Source
123,194Total entries
59Added by human
123,135Found by agent
13Categories

Knowledge catalogue

Search: “maintenance”

GridTimelineEvolution
670 results
22 Sept 2026

A Synthetic Multivariate Refrigerator Time-Series Dataset for Predictive Maintenance

ResearchDGX agent

arXiv:2609.22229v1 Announce Type: new Abstract: We generated synthetic multivariate time series for 27 refrigerators with a simplified physicsinspired simulator at one-minute resolution. The simulator

Uncertainty and Business-Aware Remaining Useful Life Estimation for Semiconductor Manufacturing

ApplicationsDGX agent

arXiv:2609.22160v1 Announce Type: new Abstract: Semiconductor manufacturing relies on tightly interconnected components, so early identification of the assets most likely to fail is essential to preve

Explainable Neuro-Fuzzy Prediction for Trustworthy Decision-Making in Maritime

Model ReleasesDGX agent
Human
DGX agent

Content type
AllBlogX PostPaperYouTubeRedditGitHub
Clear filters

arXiv:2609.24358v1 Announce Type: new Abstract: Predicting when maritime systems require maintenance can be critical, avoiding hazards and costly consequences. To address this problem, this paper prop

16 Sept 2026

The record is part of the task: matched-record evaluation of text classifiers across maintenance, safety and recall reporting

SafetyDGX agent

arXiv:2609.16267v1 Announce Type: cross Abstract: Many operational cases are documented more than once, at different workflow stages and for different purposes, yet model evaluations normally select o

Type-IV Code Clone Detection via Layer-Wise Non-Contrastive Representation Learning

SafetyDGX agent

arXiv:2609.17338v1 Announce Type: cross Abstract: Software clones are fragments of code that are similar or functionally equivalent to each other. They pose significant challenges for maintenance, ref

1 Sept 2026

LLM Post-Training as Brownfield Maintenance: An Industrial Perspective on Dataware Engineering

Model ReleasesDGX agent

arXiv:2608.31102v1 Announce Type: cross Abstract: Industrial post-training is a brownfield regime. Teams inherit a deployed checkpoint and must land targeted improvements under fixed compute and mixtu

JFTA-Bench: Evaluate LLM's Ability of Tracking and Analyzing Malfunctions Using Fault Trees

Model ReleasesDGX agent

arXiv:2603.22978v2 Announce Type: replace Abstract: In the maintenance of complex systems, fault trees are used to locate problems and provide targeted solutions. To enable fault trees stored as image

22 Jul 2026

From maintenance to innovation: Checking in on Checkout.com’s Cloud Composer 3 migration

Model ReleasesDGX agent

Data engineering teams often face a “Day 2” operational reality after building a data platform: the ongoing work of maintaining the orchestrator itself. For the Data Platform team at Checkout.com, man

11 May 2026

Quoting James Shore

AgentsDGX agent

Your AI coding agent, the one you use to write code, needs to reduce your maintenance costs. Not by a little bit, either. You write code twice as quick now? Better hope you’ve halved your maintenance

18 May 2026

Beyond the Query: 5 Scenarios Laying the Foundation for the Agentic Era

Model ReleasesDGX agent

Accessing enterprise data is shifting from static reports to dynamic use by autonomous systems. To keep up, organizations must route fragmented data from SaaS, IoT, and legacy sources into secure, sca

26 May 2026

Concept Drift Adaptation Using Self-Supervised and Reinforcement Learning In Android Malware Detection

SafetyDGX agent

arXiv:2605.24294v1 Announce Type: cross Abstract: Android malware detectors often degrade after deployment because of concept drift, while full retraining at each maintenance step is costly. We propos

22 May 2026

VBFDD-Agent for Electric Vehicle Battery Fault Detection and Diagnosis: Descriptive Text Modeling of Battery Digital Signals

Local AiDGX agent

arXiv:2605.20742v1 Announce Type: new Abstract: With the rapid proliferation of electric vehicles, the safety and reliability of lithium-ion batteries have become critical concerns. Effective anomaly

28 Sept 2026

Storage-optimized Z4D machine family, now GA, is designed for IO-intensive workloads

Model ReleasesDGX agent

Today, we’re excited to announce the general availability of our next-generation Storage-optimized Z4D machine series in Google Compute Engine with both Virtual Machine (VM) and bare-metal instances.

6 Oct 2026

Integrating Survival-Based Aging Models with Data-Driven RUL Prognostics

ResearchDGX agent

arXiv:2610.06128v1 Announce Type: new Abstract: Predictive maintenance requires reliable remaining useful life (RUL) estimation. Existing methods mainly follow two paradigms: wear-based aging models t

Do RUL explanations hold up? Faithfulness and stability of attributions on C-MAPSS

ResearchDGX agent

arXiv:2610.04278v1 Announce Type: new Abstract: Deep remaining-useful-life (RUL) models on NASA C-MAPSS are now routine, and so are heatmaps that colour sensors and timesteps. A heatmap that looks mec

SkillScriptBench: Benchmarking Self-Evolution of Executable Agent Skill Packages Beyond Markdown

Model ReleasesDGX agent

arXiv:2610.04008v1 Announce Type: cross Abstract: Executable Agent Skills combine natural-language instructions and scripts into reusable packages for LLM agents, and revising them requires fixing err

9 Sept 2026

Predicting Wind Turbine Power Using Machine Learning and Weather Forecasts

ResearchDGX agent

arXiv:2609.06194v1 Announce Type: cross Abstract: Offshore wind turbines are widely used to generate renewable energy, but their maintenance can result in decreased efficiency due to forced shutdowns.

Enterprise-grade PostgreSQL with AlloyDB Omni RPM Orchestrator is generally available

Model ReleasesDGX agent

We are thrilled to announce the general availability of the AlloyDB Omni Red Hat RPM orchestrator, that brings production-ready security, resiliency, and low-downtime operations to PostgreSQL workload

Grounded and Faithful P&ID Reasoning: Constraining Vision-Language Models with Recovered Evidence Graphs

Model ReleasesDGX agent

arXiv:2609.05880v1 Announce Type: new Abstract: Piping and Instrumentation Diagrams (P&IDs) are the authoritative maps of process plants: isolation, maintenance, and HAZOP decisions depend on what con

28 Jul 2026

LLM-Assisted Ontology Engineering and Construction of a French Legal Knowledge Graph

Model ReleasesDGX agent

arXiv:2607.24551v1 Announce Type: new Abstract: Maintenance regulations are complex legal texts that are difficult to exploit when addressing a specific case and challenging to integrate into operatio

15 Jul 2026

Anomalous Frame Detection Using VLM-Based Description Comparison for Extracting Expert-Specific Actions and Contextual Decision-Making Scenes with Intra-Video Self-Similarity

SafetyDGX agent

arXiv:2607.11957v1 Announce Type: new Abstract: Maintenance of critical infrastructures, such as railways and power plants, is essential for ensuring operational safety and reliability. However, the d

13 Jul 2026

Building the AI-defined vehicle with Android, Google Cloud, and Nexus SDV

Model ReleasesDGX agent

The automotive industry is moving from building hardware-centric platforms toward building their own sophisticated Software-Defined Vehicle (SDV) architectures. For OEMs, a vehicle is no longer just a

23 Jun 2026

Predictive Repair Management Using a Multi-Head Attention Transformer and Online Learning

ApplicationsDGX agent

arXiv:2606.21364v1 Announce Type: new Abstract: Accurate prediction of repair duration is an important challenge in product maintenance due to its implications for resource allocation, customer satisf

27 May 2026

A Hybrid Vision-Language Architecture for Automated Defect Reasoning and Report Generation in Industrial Inspection

Model ReleasesDGX agent

arXiv:2605.26533v1 Announce Type: cross Abstract: Automated industrial inspection requires both precise defect localization and structured maintenance report generation; in current practice these task

17 Apr 2026

The case for fixing everything

ResearchDGX agent

The handsome new book Maintenance: Of Everything, Part One, by the tech industry legend Stewart Brand, promises to be the first in a series offering “a comprehensive overview of the civilizational imp

8 Oct 2026

Running an LLM-driven town with 800+ persistent agents: concurrency, context caching, and inference costs

Model ReleasesDGX agent

I spent the past year independently building Slow Vale, an LLM-driven life simulation. The Chinese server now has 800+ AI residents sharing one continuously running city. This is an engineering write-

1 Oct 2026

SCORE-LM: State-Space Radar Representations with Language Models for Fault Diagnosis

Local AiDGX agent

arXiv:2609.38980v1 Announce Type: new Abstract: Radar hardware faults threaten automated perception, motivating accurate, compact diagnosis and understandable maintenance guidance. We introduce SCORE-

23 Sept 2026

Toward User-Mediated Self-Repair in Ubiquitous Robots Through Goal-Oriented Agentic AI

AgentsDGX agent

arXiv:2609.26157v1 Announce Type: cross Abstract: Ubiquitous robotic systems often lack traditional visual interfaces, necessitating resilient natural language interaction for maintenance and repair t

Multi-Term Fourier Graph Neural Network with Sample Relationship Learning for Enhanced Remaining Useful Life Prediction

ResearchDGX agent

arXiv:2609.25179v1 Announce Type: new Abstract: Predicting the remaining useful life (RUL) is essential for effective predictive maintenance. Spatio-Temporal Graph Neural Networks (ST-GNNs), which can

Toward Self-Repairing Ubiquitous Robots Using Goal-Oriented Agentic AI in Human-Robot Interactions

AgentsDGX agent

arXiv:2609.26155v1 Announce Type: new Abstract: Ubiquitous robotic systems often lack traditional visual interfaces, making natural language interaction important for maintenance and repair. This pape

19 Sept 2026

Inbox triage 2026-09-19

SynthesesHuman

Social and low-evidence quarantine moved to raw as rejected. 168 high-specificity articles remain in inbox; four sources were filed.

27 Aug 2026

Lowering the Barrier to AI-Driven Inspection: A No-Code Workflow for Automated Structural Defect Detection

ResearchDGX agent

arXiv:2608.25176v1 Announce Type: new Abstract: Structural health monitoring (SHM) is essential in modern engineering, providing data for condition-based maintenance, lifecycle assessment, and predict

14 Aug 2026

Chance-constrained selection of sequential intervention strategies from counterfactual estimates

SafetyDGX agent

arXiv:2608.13209v1 Announce Type: cross Abstract: Many operational decisions are sequences of interventions under a cumulative resource limit, such as a maintenance schedule within a crew-hour budget.

10 Aug 2026

A Transferable Autologistic Model for Predicting Rare Failures in Heterogeneous Equipment

ResearchDGX agent

arXiv:2608.06695v1 Announce Type: new Abstract: Predicting failures before they occur remains a major challenge in predictive maintenance, particularly when failures are rare, when equipment of the sa

3 Aug 2026

Development of FDD-ON: an Ontology for VAV HVAC System Fault Detection and Diagnostics

ResearchDGX agent

arXiv:2607.29657v1 Announce Type: new Abstract: Fault detection and diagnosis (FDD) technology is essential for improving HVAC system reliability, energy efficiency, and maintenance effectiveness. How

DragonCrawl: A Generative, Intent-Based Framework for Scalable Mobile End-to-End Testing

ApplicationsDGX agent

arXiv:2607.28750v1 Announce Type: cross Abstract: As mobile applications grow in complexity, traditional End-to-End (E2E) testing frameworks struggle with UI volatility, maintenance overhead, and cros

24 Jul 2026

Position: Stop Reactively Patching Your Model Every Time and Start Proactive Test-Driven AI Development

ResearchDGX agent

arXiv:2607.20532v1 Announce Type: cross Abstract: Many modern AI systems are designed to operate under diverse, open-ended, use-cases. To help generalize deployed systems, many deployed-system mainten

29 Jun 2026

Turner Industries’ Blueprint for a Secure, Cloud-First Infrastructure

ApplicationsDGX agent

Editor’s note: Today’s post is by Scott Gatreau, Director of Information Security, at Turner Industries, a privately owned industrial contractor that provides construction, maintenance, and fabricatio

3 Jun 2026

Trans GAN-WT: A Feature Extraction and Interactive Learning-Based Anomaly Detection Model for Wind Turbine Time Series Data

ResearchDGX agent

arXiv:2606.03112v1 Announce Type: cross Abstract: With the increasing scale and number of wind farms, wind turbines' daily operation and maintenance costs are increasing. To reduce operation and maint

15 May 2026

SWE-Chain: Benchmarking Coding Agents on Chained Release-Level Package Upgrades

Model ReleasesDGX agent

arXiv:2605.14415v1 Announce Type: cross Abstract: Coding agents powered by large language models are increasingly expected to perform realistic software maintenance tasks beyond isolated issue resolut

28 Apr 2026

iWatchRoad: Scalable Detection and Geospatial Visualization of Potholes for Smart Cities

SafetyDGX agent

arXiv:2508.10945v2 Announce Type: replace Abstract: Potholes on the roads are a serious hazard and maintenance burden. This poses a significant threat to road safety and vehicle longevity, especially

20 Apr 2026

Prompt-Driven Code Summarization: A Systematic Literature Review

Local AiDGX agent

arXiv:2604.15385v1 Announce Type: cross Abstract: Software documentation is essential for program comprehension, developer onboarding, code review, and long-term maintenance. Yet producing quality doc

15 Apr 2026

cute civitai.com downtime pic

Local AiDGX agent

A Reddit post on r/StableDiffusion sharing an AI-generated image that was displayed on Civitai.com during a period of site downtime or maintenance. The image, described as 'cute,' likely features an a

7 Oct 2026

Vector Map Quality Metrics for Contextual Autonomous Driving Systems

SafetyDGX agent

arXiv:2610.08043v1 Announce Type: new Abstract: Ensuring safety in autonomous driving requires continuous map maintenance supported by reliable quality indicators. In this context, it is crucial to id

5 Oct 2026

ReFract: Benchmarking Perspective Awareness in Language Model Agents with Text World Models

Model ReleasesDGX agent

arXiv:2610.03356v1 Announce Type: new Abstract: Large Language Model (LLM) agents are increasingly deployed in high-stakes settings such as industrial maintenance and equipment fault troubleshooting,

2 Oct 2026

Calibrating Prediction Timeliness Through Multi-Objective Hyperparameter Optimization for Remaining Useful Life Prediction

ResearchDGX agent

arXiv:2610.01530v1 Announce Type: new Abstract: In predictive maintenance, early and late RUL prediction errors carry asymmetric consequences, yet hyperparameter optimization typically targets a singl

30 Sept 2026

Serverless gossip training of LSTM failure detectors: A matched-protocol comparison with federated, local and centralized learning on NASA C-MAPSS

Model ReleasesDGX agent

arXiv:2609.35792v1 Announce Type: new Abstract: Industrial predictive maintenance increasingly depends on learning from equipment spread across sites whose sensor data cannot easily be pooled. Federat

29 Sept 2026

Medium-Term Multi-Resolution Electric Load Forecasting using Economic Data and Foundation Model

ApplicationsDGX agent

arXiv:2609.31806v1 Announce Type: new Abstract: Accurate medium-term, from a few months to a few years, electricity load forecasts are crucial for informed decision-making in power plant maintenance s

25 Sept 2026

Spatio-temporally complementary feature propagation on graphs for longitudinal AADT estimation

ApplicationsDGX agent

arXiv:2609.29906v1 Announce Type: new Abstract: The estimation of Annual Average Daily Traffic (AADT) is vital for transportation planning and infrastructure maintenance, yet obtaining accurate values

24 Sept 2026

A Modular Dual-Arm Robotic Cell for Disassembly and Repair of Industrial Control Electronics

ResearchDGX agent

arXiv:2609.27466v1 Announce Type: new Abstract: Industrial control electronics such as programmable logic controllers, servo drives and operator panels are routinely repaired in plant maintenance, but

21 Sept 2026

AirSplan: Risk-Aware Motion Planning for Quadrotors in Cluttered 3D Gaussian Splats

SafetyDGX agent

arXiv:2609.21226v1 Announce Type: new Abstract: Quadrotors are increasingly deployed in applications such as agriculture, infrastructure inspection, and maintenance. In each of these applications, the

18 Sept 2026

CORAL-AUV: CFD Oriented Reinforcement Learning for Autonomous Underwater Vehicles

SafetyDGX agent

arXiv:2607.09557v2 Announce Type: replace Abstract: Fine grain control and positioning of autonomous underwater vehicles (AUVs) is critical for sampling, maintenance, and survey applications. Traditio

17 Sept 2026

How a solo founder runs a five-continent tender platform on AlloyDB and MCP

Model ReleasesDGX agent

Editor's note: Lucius AI, a tender-intelligence startup covering markets across five continents, runs its entire data platform on AlloyDB for PostgreSQL with a single operator. By migrating semantic s

15 Sept 2026

Best practices for handling cloud reliability incidents

Model ReleasesDGX agent

Cloud outages can range from global service disruptions to issues isolated to a specific region, zone, or even just your project, workload or application. If you suspect a Google Cloud Platform outage

PredTac: Learning Contact-Rich Manipulation with Predicted Touch

SafetyDGX agent

arXiv:2609.15198v1 Announce Type: new Abstract: Contact-rich manipulation benefits from tactile feedback, yet physical tactile sensors introduce hardware, calibration, synchronization, and maintenance

11 Sept 2026

JarvisGUI: Towards Cross-Device GUI Agents with Dynamic Task Composition

Model ReleasesDGX agent

arXiv:2609.10451v1 Announce Type: new Abstract: Real-world GUI usage frequently involves workflows that span multiple devices and platforms, requiring the transfer of intermediate results, maintenance

Vision Transformer-Based Multi-Level Feature Fusion for Multi-Label Sewer Defect Classification

Model ReleasesDGX agent

arXiv:2609.11375v1 Announce Type: new Abstract: Automated classification of sewer defects is essential for infrastructure condition assessment and maintenance decision-making, but existing deep learni

10 Sept 2026

Spot-the-shift: Evaluating Grounded Image Difference Captioning of Long-term Changes

Model ReleasesDGX agent

arXiv:2609.10356v1 Announce Type: new Abstract: Long-term change understanding from images of the same place revisited over time is a challenging task with applications in map maintenance and urban in

4 Sept 2026

Dalek: A Constructive Agent Machine

AgentsDGX agent

arXiv:2609.03546v1 Announce Type: new Abstract: We present Dalek, a closed machine designed for agents that realizes self-maintenance, self-evolution, self-reproduction, and self-organization on any s

31 Aug 2026

Debian won’t ban AI code from its Linux distribution

SafetyDGX agent

Debian voted to allow developers to use AI tools in their contributions to the Linux distribution's 'development, maintenance, [and] documentation.' The new policy on AI acknowledges that 'responsible

← Previous
1234…12
Next →