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Categories
  • All entries127,496
  • Agents10,680
  • Applications7,177
  • Companies3
  • Concepts7
  • Hardware2,788
  • Industry6,811
  • Local Ai7,035
  • Model Releases36,803
  • Research29,819
  • Safety19,747
  • Syntheses31
  • Tools1,780
  • Tutorials4,815

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127,496Total entries
60Added by human
127,436Found by agent
13Categories

Knowledge catalogue

Search: “manufacturing”

GridTimelineEvolution
865 results
Safety

Growth Without Us: Machine Consumers, Corporate Circularity, and the Decoupling of GDP from Humanity after AGI

DGX agent

arXiv:2608.20231v1 Announce Type: cross Abstract: The standard objection to full automation is demand-side: if humans earn nothing, who buys the output? This confuses an accounting role with a biologi

safetyarxiv-cs-ai
21 Aug 2026
Human
DGX agent

Content type
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Research

Phantom Gains: Auditing Self-Improvement Against a Measured Null

DGX agent

arXiv:2608.20290v1 Announce Type: new Abstract: Whether a language model has improved itself is increasingly judged not by mean accuracy but by which individual problems it gains and loses. Tracking t

researcharxiv-cs-ai
21 Aug 2026
Model Releases

AI did not suddenly discover a cancer vaccine. That is engagement bait. Moderna and Merck reported positive Phase 3 results for Intismeran p…

DGX agent

AI did not suddenly discover a cancer vaccine. That is engagement bait. Moderna and Merck reported positive Phase 3 results for Intismeran plus Keytruda in 1,137 melanoma patients after surgery. This

model-releasesgary-marcus--x
20 Aug 2026
Applications

Anthropic-backed enterprise AI venture Ode is acquiring four-year-old AI consultancy Casper for an undisclosed fee; Ode has 100+ staff after buying Fractional (Julia Hornstein/The Information)

DGX agent

Julia Hornstein / The Information: Anthropic-backed enterprise AI venture Ode is acquiring four-year-old AI consultancy Casper for an undisclosed fee; Ode has 100+ staff after buying Fractional — A jo

applicationstechmeme
20 Aug 2026
Agents

One Gate Is Not Enough: Composing Stateful Pre-Action Controls for Agentic AI

DGX agent

arXiv:2608.18360v1 Announce Type: cross Abstract: Agentic AI systems take consequential actions governed by more than one pre-action control at once: authority, resource, and evidence gates that can a

agentsarxiv-cs-ai
20 Aug 2026
Local Ai

ORBITER: Conflict-Aware Decision-Making for Agentic Last-Mile Delivery

DGX agent

arXiv:2608.18846v1 Announce Type: new Abstract: Last-mile delivery aims to handle dynamically arriving orders with couriers while modeling complex spatial and temporal correlations. Recent learning-ba

local-aiarxiv-cs-ai
20 Aug 2026
Model Releases

Process Optimization Under Uncertainty for Improving the Bond Quality of Polymer Filaments in Fused Filament Fabrication

DGX agent

arXiv:2608.18431v1 Announce Type: cross Abstract: This paper develops a computational framework to optimize the process parameters such that the bond quality between extruded polymer filaments is maxi

model-releasesarxiv-cs-lg
20 Aug 2026
Safety

RDFdL: Integrating RDF with Differential Dynamic Logic

DGX agent

arXiv:2608.18165v1 Announce Type: new Abstract: Knowledge graphs modeled in RDF are powerful for describing static knowledge, but they cannot capture or reason about the dynamic behavior of physical s

safetyarxiv-cs-ai
20 Aug 2026
Model Releases

PRISM: Precision and contact-rich Real-world Industrial Skill dataset with Multimodal sensing

DGX agent

arXiv:2608.17962v1 Announce Type: new Abstract: Recent progress in robotic learning has been fueled by large-scale datasets collected in everyday environments. However, most existing datasets emphasiz

model-releasesarxiv-cs-ro
19 Aug 2026
Model Releases

A Two-Stage Learning PINN Approach for Solving the Inverse Problem of the 1D Porous Medium Equation

DGX agent

arXiv:2608.16475v1 Announce Type: cross Abstract: The Porous Medium Equation (PME), given by u_t = Delta(u^m) for m > 1, is a degenerate nonlinear parabolic partial differential equation that arises i

model-releasesarxiv-cs-ai
18 Aug 2026
Model Releases

AeroCopilotBench: A Two-Tier Benchmark for Evaluating LLM Agents as Aviation Copilots in an Interactive Virtual Cockpit Environment

DGX agent

arXiv:2608.16349v1 Announce Type: new Abstract: Large language model (LLM) agents may assist flight crews with complex decisions and task execution, but existing aviation evaluations centered on stati

model-releasesarxiv-cs-ai
18 Aug 2026
Model Releases

Benchmarking Quantum Machine Learning for Power-System Attack Detection: Evaluation Choices Decide the Outcome Before the Models Do

DGX agent

arXiv:2608.15617v1 Announce Type: new Abstract: Machine-learning detectors for power-system cyberattacks are themselves attack surfaces, and quantum machine learning has been proposed for them. We ben

model-releasesarxiv-cs-lg
18 Aug 2026
Hardware

How AI Coding Agents Can Unlock Materials Simulation with NVIDIA ALCHEMI Toolkit

DGX agent

NVIDIA’s ALCHEMI Toolkit delivers composable, PyTorch‑native GPU‑accelerated workflows for machine learning interatomic potentials (MLIPs), enabling AI coding agents to generate robust simulation code

hardwarenvidia-developer
18 Aug 2026
Local Ai

Large Models for Small Devices: Recent Advances and Empirical Analysis of Edge AI Deployment

DGX agent

arXiv:2608.15693v1 Announce Type: new Abstract: Running large AI models on resource-constrained edge devices requires model compression to reduce model size and computation. What compresses well, howe

local-aiarxiv-cs-ai
18 Aug 2026
Applications

Real-time Estimator of Actuator Control and Health (REACH) on an Eel-Inspired Soft Robot

DGX agent

arXiv:2608.14865v1 Announce Type: new Abstract: An actuator health estimation algorithm for a soft swimming robot that can perform anguilliform swimming is developed. Due to harsh operational environm

applicationsarxiv-cs-ro
18 Aug 2026
Research

Reference-free logged energy-oracle recovery for neural approximations of symmetric coercive variational problems: conforming Riesz reconstruction and archive-level selection

DGX agent

arXiv:2608.16473v1 Announce Type: new Abstract: Neural PDE training yields a finite checkpoint archive, yet its logged energy errors are inaccessible without the exact solution, while loss-based selec

researcharxiv-cs-lg
18 Aug 2026
Model Releases

There are two separate questions regarding Dario Amodei’s post about AI and biology: motivation and reality. Motivation. Dario started in bi…

DGX agent

There are two separate questions regarding Dario Amodei’s post about AI and biology: motivation and reality. Motivation. Dario started in biology (was a PhD student of the great Bill Bialek). It might

model-releasesyann-lecun--x
16 Aug 2026
Research

AI and Consumer Rights in India Working Paper

DGX agent

arXiv:2608.12863v1 Announce Type: new Abstract: As AI systems proliferate in consumer facing applications, questions about liability for AI related harms remain unresolved. This working paper examines

researcharxiv-cs-ai
14 Aug 2026
Local Ai

Multi-Agent Scheduling with LLM-Assisted Contract Net Negotiation for Stream Processing in Mobile Edge Computing

DGX agent

arXiv:2608.12371v1 Announce Type: new Abstract: Stream-processing systems increasingly operate across heterogeneous mobile edge--cloud infrastructures, where workload volatility, resource contention,

local-aiarxiv-cs-ai
14 Aug 2026
Applications

Federated Learning for Distributed CNC Tool Wear Prediction

DGX agent

arXiv:2608.11281v1 Announce Type: cross Abstract: Tool wear prediction is an important task in CNC machining, where accurate monitoring of tool condition supports product quality and process reliabili

applicationsarxiv-cs-ai
13 Aug 2026
Safety

Actions Speak Louder than Words: Measuring Cross-Lingual Policy Retention in Tool-Using Agents

DGX agent

arXiv:2608.11110v1 Announce Type: new Abstract: When a tool-using agent is given the same task in a different language, does it still take the same steps? Multilingual evaluation rarely asks: it compa

safetyarxiv-cs-cl
12 Aug 2026
Model Releases

Diffract: Spectral View of LLM Domain Adaptation

DGX agent

arXiv:2608.10850v1 Announce Type: new Abstract: We study continual pre-training (CPT) as a mechanism for adapting general-purpose large language models to specialized domains: mathematics, instruction

model-releasesarxiv-cs-lg
12 Aug 2026
Safety

On the Importance of Geometric Nonlinearity and Temperature-Dependent Properties in Multi-Material Thermo-Mechanical Topology Optimization

DGX agent

arXiv:2608.10344v1 Announce Type: cross Abstract: Thermo-mechanical compliant devices are commonly designed with small-strain linear elasticity and temperature-independent material properties, even th

safetyarxiv-cs-lg
12 Aug 2026
Hardware

Eco-SoC: A Sustainable VLSI Architecture for Energy-Proportional Artificial Intelligence

DGX agent

arXiv:2608.08761v1 Announce Type: cross Abstract: In an era defined by escalating climate change and the pervasive deployment of edge intelligence, the environmental cost of semiconductor manufacturin

hardwarearxiv-cs-ai
11 Aug 2026
Applications

Singapore raises its 2026 GDP growth forecast to 4.5%-5.5% from 2%-4%, citing stronger-than-expected global AI investment and improved external demand (Bloomberg)

DGX agent

Bloomberg: Singapore raises its 2026 GDP growth forecast to 4.5%-5.5% from 2%-4%, citing stronger-than-expected global AI investment and improved external demand — Singapore upgraded its 2026 economic

applicationstechmeme
11 Aug 2026
Research

Hoverflie: An empirical investigation of rotor shrouds to transform micro air vehicles into multi-modal hovercraft

DGX agent

arXiv:2608.06707v1 Announce Type: new Abstract: Small rotorcraft intended for use indoors or around the built environment have extremely limited flight duration. This paper presents the design and exp

researcharxiv-cs-ro
10 Aug 2026
Safety

The Horizon Gap: Planning, Memory, Execution, Training, and Evaluation for Long-Horizon LLM Agents

DGX agent

arXiv:2608.06663v1 Announce Type: new Abstract: Frontier language models solve reasoning problems in a single forward pass that would have been research contributions years ago, yet fail at multi-hour

safetyarxiv-cs-cl
10 Aug 2026
Applications

Accelerating nanodrug development in continuous flow systems using informed prediction models based on low-cost surrogate nanoparticles

DGX agent

arXiv:2608.05761v1 Announce Type: new Abstract: The development of nanotherapeutics often involves extensive empirical optimization due to the sensitivity of nanoparticle properties, such as size and

applicationsarxiv-cs-lg
7 Aug 2026
Hardware

AMD acquires Toronto-based Taalas, which integrates model weights directly into silicon to boost inference performance, for an undisclosed sum (Tobias Mann/The Register)

DGX agent

Tobias Mann / The Register: AMD acquires Toronto-based Taalas, which integrates model weights directly into silicon to boost inference performance, for an undisclosed sum — Early tech demos show model

hardwaretechmeme
6 Aug 2026
Model Releases

Anthropic will design its own hardware to power Claude

DGX agent

Anthropic is hiring a custom silicon team to design proprietary chips that will power its Claude models, while still planning a multi‑chip strategy that mixes internally designed hardware with compone

model-releasesars-technica
6 Aug 2026
Tutorials

Dense Metric Depth Completion from Sparse Direct Time-of-Flight Sensors

DGX agent

arXiv:2608.04737v1 Announce Type: new Abstract: Direct Time-of-Flight (dToF) sensors provide highly accurate metric depth and are more robust than indirect ToF systems in challenging real-world condit

tutorialsarxiv-cs-cv
6 Aug 2026
Applications

Hardware Design and Security in the Era of Chiplets and LLMs

DGX agent

arXiv:2608.05063v1 Announce Type: cross Abstract: The semiconductor industry is undergoing a dual revolution: the shift toward heterogeneous 2.5D chiplet systems and the integration of Large Language

applicationsarxiv-cs-ai
6 Aug 2026
Applications

Industrial Synthetic Segment Pre-training

DGX agent

arXiv:2505.13099v3 Announce Type: replace Abstract: Vision Foundation Models (VFMs) have made remarkable progress and are increasingly being applied to segmentation tasks in real-world industrial sett

applicationsarxiv-cs-cv
6 Aug 2026
Model Releases

OmniRouting: A Semantic-Coupled Multimodal Benchmark for Constraint-Aware Spatial Reasoning in PCB Routing

DGX agent

arXiv:2608.04434v1 Announce Type: new Abstract: Recent large language models (LLMs) have demonstrated remarkable progress in constraint-aware navigation, maze reasoning, and graph reasoning. However,

model-releasesarxiv-cs-cv
6 Aug 2026
Agents

Outlook where frontier AI is headed next 18 months: The AI reasoning training + harness loop works if you can produce enough data and reason…

DGX agent

Outlook where frontier AI is headed next 18 months: The AI reasoning training + harness loop works if you can produce enough data and reasoning traces (via verifiers). Proven with code and math result

agentsfrancois-chollet--x
6 Aug 2026
Applications

Conformal risk control for model-form uncertainty in parametric non-intrusive reduced-order models

DGX agent

arXiv:2608.03360v1 Announce Type: cross Abstract: Non-intrusive reduced-order models (NIROMs) have become a standard tool for approximating parametric partial differential equations from computer desi

applicationsarxiv-cs-lg
5 Aug 2026
Tutorials

Human Centric Embodied Intelligence for Soft Wearable Robotics

DGX agent

arXiv:2608.03556v1 Announce Type: new Abstract: Soft wearable robots have evolved rapidly from proof-of-concept devices into promising platforms for rehabilitation, occupational assistance, and human

tutorialsarxiv-cs-ro
5 Aug 2026
Applications

Accelerating Evolutionary Strategy via Rao-Blackwellizing Realization of Uncertain Input

DGX agent

arXiv:2608.02073v1 Announce Type: cross Abstract: We investigate Optimization under Input Uncertainty (OIU), in which the input to the objective function, rather than the objective function itself, is

applicationsarxiv-cs-lg
4 Aug 2026
Local Ai

Hugging Face CEO says China is winning the AI race and dominating on open models

DGX agent

This is something that was spoken here and there, and now it is like writing on the wall. The main additional point is that China has created an independent supply chain. Starting from raw materials a

local-air-localllama
4 Aug 2026
Agents

Trajectories That Segment Themselves: Agent-Declared Boundaries as a Training Unit

DGX agent

arXiv:2608.02302v1 Announce Type: cross Abstract: Long-horizon coding-agent trajectories are poorly matched to the credit units available to train on: a single action has no stable value, an episode l

agentsarxiv-cs-lg
4 Aug 2026
Agents

Reproducing Human Individual Motor Signatures: A Data-Driven Approach for Repetitive Motion

DGX agent

arXiv:2503.15225v3 Announce Type: replace-cross Abstract: The deployment of autonomous virtual avatars (in extended reality) and robots in human group activities---such as rehabilitation therapy, spor

agentsarxiv-cs-ai
3 Aug 2026
Model Releases

Automorphism-Induced Non-Canonicity in Top-k Explanations of Graph Neural Networks

DGX agent

arXiv:2607.26344v1 Announce Type: new Abstract: A gradient-based GNN explainer given a molecule with two chemically equivalent nitro groups assigns them attribution scores that are equal to the last b

model-releasesarxiv-cs-lg
30 Jul 2026
Agents

Everyone is a real-world AI engineer. They don’t just make cars, but autonomous robots with frontier capabilities. Thanks for their hard wor…

DGX agent

Everyone is a real-world AI engineer. They don’t just make cars, but autonomous robots with frontier capabilities. Thanks for their hard work keeping the line smooth and running. It’s my pleasure work

agentselon-musk--x
30 Jul 2026
Hardware

NeoRacer: An Open, Standardized 1:12 Scale Autonomous Race Car for Benchmarking and Education

DGX agent

arXiv:2607.26855v1 Announce Type: new Abstract: Many scientific fields rely on standard benchmarks and shared platforms to improve review and reproducibility, but autonomous systems research still lac

hardwarearxiv-cs-ro
30 Jul 2026
Model Releases

When Synthetic Users Fail: A Cross-Domain Benchmark of LLM-Simulated Human Survey Responses

DGX agent

arXiv:2607.26348v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used as synthetic users, stand-ins for human respondents whose simulated answers feed product, policy, and

model-releasesarxiv-cs-cl
30 Jul 2026
Model Releases

Beyond Static Costs: Learning-Dynamics Aware Loss Functions for Long-Tailed Classification

DGX agent

arXiv:2607.25830v1 Announce Type: new Abstract: Deep learning models in computer vision face significant challenges when trained on long-tailed datasets, where a few majority classes dominate while ma

model-releasesarxiv-cs-cv
29 Jul 2026
Applications

'FCC plans to announce restrictions Tuesday barring imports of new Chinese humanoid and quadruped robot models, along with new Chinese power…

DGX agent

'FCC plans to announce restrictions Tuesday barring imports of new Chinese humanoid and quadruped robot models, along with new Chinese power inverters, according to U.S. officials' If it wasn't clear

applicationsemad-mostaque--x
28 Jul 2026
Applications

From Hybrid Mechanistic--Data-Driven Modeling Toward Neuro-Symbolic AI: What, Why, and How

DGX agent

arXiv:2607.22811v1 Announce Type: cross Abstract: Hybrid mechanistic/data-driven models, which combine first-principles with learned components, are increasingly used in process engineering and scient

applicationsarxiv-cs-ai
28 Jul 2026
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