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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: “deployment”

GridTimelineEvolution
14,413 results
Model Releases

I developed my own quantized LLM from scratch, trained on 30B tokens, deploys in 60 MB

DGX agent

Reposting here after sharing this on [r/MachineLearning](r/MachineLearning) a few days ago, where it got a much better response than I expected (300+ upvotes, great questions, zero roasting) GitHub is

model-releasesr-localllama
24 Aug 2026
Human
DGX agent

Content type
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Local Ai

SkillSmith: Enhancing Locally Deployed Agents via Automatic Skill Construction and Evolution

DGX agent

arXiv:2608.08037v1 Announce Type: new Abstract: LLM-based agent frameworks now act as personal assistants for multi-step tasks. Existing agent frameworks such as OpenClaw commonly follow the Cloud Age

local-aiarxiv-cs-ai
11 Aug 2026
Safety

How WPP operationalizes platform and data engineering for AI marketing

DGX agent

Between chaotic levels of market fragmentation and economic volatility, marketing and communications agencies can no longer rely on the human intuition they’ve traditionally used to win clients and op

safetygoogle-cloud-ai
10 Aug 2026
Model Releases

Toward Deployable Bangla Sign Language Recognition with Expert-Validated Data and a Lightweight Attention-Based Model

DGX agent

arXiv:2608.06252v1 Announce Type: cross Abstract: Deaf and hard-of-hearing people in Bangladesh communicate mainly through Bangla Sign Language (BdSL). Automatic BdSL recognition on personal devices c

model-releasesarxiv-cs-ai
7 Aug 2026
Safety

TriCLE: Tri-Modal Vision-Language Reasoning for Edge-Deployed Fine-Grained Clustering

DGX agent

arXiv:2608.04175v1 Announce Type: new Abstract: Edge platforms used for aerial observation must interpret aircraft imagery under limited memory, limited compute, and intermittent connectivity. This se

safetyarxiv-cs-cv
6 Aug 2026
Applications

Train Small, Deploy Large: Zero-Shot GNN Transfer Through Geometric Renormalization

DGX agent

arXiv:2607.27767v1 Announce Type: new Abstract: Graph neural networks (GNNs) can operate on large graphs but become infrastructure-sensitive at the scale of millions of nodes and typically require sca

applicationsarxiv-cs-lg
31 Jul 2026
Industry

Deploying Kimi K3 on Amazon SageMaker HyperPod and Amazon EKS

DGX agent

On July 27 2026 Moonshot AI released **Kimi K3**, a 2.8‑trillion‑parameter Mixture of Experts model that is the first open‑weight system in the 3‑trillion‑parameter class. The architecture—using Kimi

industryaws-ml-blog
30 Jul 2026
Industry

Deploying Kimi K3 on AWS

DGX agent

Kimi K3 is a 2.8‑trillion‑parameter Mixture of Experts model released by Moonshot AI on July 27, 2026, with its weights publicly available for self-hosting. Its architecture—using Kimi Delta Attention

industryaws-ml-blog
30 Jul 2026
Hardware

Four Ways to Deploy More Secure AI Agents

DGX agent

NVIDIA’s AI Red Team found common failure modes in enterprise AI agents: weak access controls, unrestricted code execution via tools, unprotected network egress, and exposure of plaintext secrets. The

hardwarenvidia-developer
30 Jul 2026
Safety

A Deployed Hybrid Vehicle-in-the-Loop Platform for Validating Cooperative Perception

DGX agent

arXiv:2607.13806v1 Announce Type: new Abstract: European safety regulation now permits a large share of automated-driving homologation evidence to be produced virtually, provided a validated physical-

safetyarxiv-cs-ro
16 Jul 2026
Agents

AIEWF Daily Dispatch: Loops, Software Factories & Forward Deployed Engineers

DGX agent

This dispatch covers developments from the AI Engineer World Fair, likely discussing emerging trends in AI engineering including feedback loops in AI systems, the concept of software factories powered

agentslatent-space
1 Jul 2026
Model Releases

Benchmark AUC Is Not Deployable Reliability: A Cross-Dataset Audit of Off-the-Shelf Features for Surveillance Video Anomaly Detection

DGX agent

arXiv:2606.29506v1 Announce Type: new Abstract: Automated 'suspicious behavior' flagging is a headline promise of AI surveillance, and the field reports high frame-level ROC-AUC on standard video anom

model-releasesarxiv-cs-cv
30 Jun 2026
Industry

Software testing startup Arato gets $10M to stop businesses deploying AI systems blind

DGX agent

Israeli startup Arato Software Ltd. is developing tools for developers to test and evaluate their artificial intelligence applications, and it has just gotten 10 million in seed funding to pursue that

industrysiliconangle
30 Jun 2026
Applications

Improving Human Diving Endurance with a Field-Deployable, Untethered Exoskeleton

DGX agent

arXiv:2606.11704v1 Announce Type: new Abstract: Human endurance in underwater locomotion is fundamentally restricted by high energetic demands to overcome drag and the finite supply of self-contained

applicationsarxiv-cs-ro
11 Jun 2026
Applications

Design Once, Deploy at Scale: Template-Driven ML Development for Large Model Ecosystems

DGX agent

arXiv:2603.24963v3 Announce Type: replace Abstract: Modern computational advertising platforms typically rely on recommendation systems to predict user responses, such as click-through rates, conversi

applicationsarxiv-cs-ai
8 Jun 2026
Tutorials

A Locally Deployed RAG-Based Academic Advising System for Course Selection

DGX agent

arXiv:2606.02983v1 Announce Type: new Abstract: The correct sequence of courses in the curriculum based on prerequisites between courses is of great importance for students to develop their knowledge

tutorialsarxiv-cs-cl
3 Jun 2026
Hardware

Blitzy raises 200M at 1.4B valuation to deploy thousands of coding agents in parallel

DGX agent

Autonomous software development startup Blitzy Inc. said today it has raised 200 million in new funding on a valuation of 1.4 billion to expand its enterprise coding platform. The company was founded

hardwaresiliconangle
5 May 2026
Agents

Born-Qualified: An Autonomous Framework for Deploying Advanced Energy and Electronic Materials

DGX agent

arXiv:2605.00639v1 Announce Type: cross Abstract: Autonomous science is transforming how we discover materials and chemical systems for advanced energy technologies. However, many initially promising

agentsarxiv-cs-ai
5 May 2026
Industry

How Colombia’s largest bank deploys AI that regulators can actually trust

DGX agent

Regulated industries across Latin America and beyond are navigating a trust-centered AI inflection point — one defined less by raw capability and more by whether AI can be explained, audited and trust

industrysiliconangle
29 Apr 2026
Model Releases

An Empirical Evaluation of Locally Deployed LLMs for Bug Detection in Python Code

DGX agent

arXiv:2604.23361v1 Announce Type: cross Abstract: Large language models (LLMs) have demonstrated strong performance on a wide range of software engineering tasks, including code generation and analysi

model-releasesarxiv-cs-ai
28 Apr 2026
Applications

Pudu Robotics raises nearly 150M at 1.5B valuation to deploy embodied AI technology

DGX agent

Pudu Technology Inc., a leading developer of intelligent service robotics, has raised nearly 150 million in a new funding round. With this capital raise, announced Thursday, the company exceeded 1.5 b

applicationssiliconangle
24 Apr 2026
Local Ai

From Local to Production: The Complete Developer Journey for Building, Composing, and Deploying AI Agents

DGX agent

When we launched Microsoft Agent Framework last October, we made a promise: building production-grade AI agents should feel as natural and structured as building any other software. Today, we’re deliv

local-aimicrosoft-foundry
22 Apr 2026
Agents

User scoped memory is one of those things that doesn’t matter if you’re building a toy agent for yourself, but when you release at scale you…

DGX agent

User scoped memory is one of those things that doesn’t matter if you’re building a toy agent for yourself, but when you release at scale you gotta get it right Deepagents deploy helps you do that, eas

agentsharrison-chase--x
15 Apr 2026
Model Releases

With closed agent platforms like Claude Managed Agents, your agent's memory belongs to them, not you. It's locked behind their API. Agent in…

DGX agent

With closed agent platforms like Claude Managed Agents, your agent's memory belongs to them, not you. It's locked behind their API. Agent infra should be open: open harness, open memory, model agnosti

model-releasesharrison-chase--x
9 Apr 2026
Model Releases

I have an ESC4000 G3 with 8x T4s in it - what is the fastest way I can deploy Qwen3.5-9B for about 10-15 users concurrently: currently using llama.cpp

DGX agent

Hi All: I have an Asus ESC 4000 G3 with 128 GB DDR4 RAM - I tried putting in my V620s but couldn’t put more than 2. Sadly, pivoted to T4s, these are 72 watt passive cards and I thought I could use the

model-releasesr-localllama
10 Oct 2026
Research

Evolve on the Host, Predict on the Edge: Deploying Online Neuroevolutionary Architecture Search for Cross-sectional Stock Return Prediction

DGX agent

arXiv:2610.10038v1 Announce Type: cross Abstract: Accurate forecasting models are usually large, expensive to update online, and fixed in architecture once trained. We apply ONE-NAS, an online neuroev

researcharxiv-cs-lg
8 Oct 2026
Syntheses

Wiki Lint Report — 2026-10-04

DGX agent

Automated lint: 19 errors, 64915 warnings, 3 info

linthealth-checkautomated
4 Oct 2026
Safety

Bundled Contact Gradients: Stabilizing Differentiable Simulation for Deployable Dynamic Tasks

DGX agent

arXiv:2609.30951v1 Announce Type: new Abstract: Differentiable simulation provides analytic gradients of robot dynamics, enabling fast and sample-efficient first-order policy optimization. However, ob

safetyarxiv-cs-ro
28 Sept 2026
Model Releases

Muslim: A Deployed Arabic Voice AI Platform for Grounded Islamic Knowledge

DGX agent

arXiv:2609.31511v1 Announce Type: new Abstract: We present Muslim, a production Arabic voice AI platform serving grounded, sourced Islamic knowledge to real users. Beyond a real-time voice pipeline (N

model-releasesarxiv-cs-cl
28 Sept 2026
Syntheses

Wiki Lint Report — 2026-09-27

DGX agent

Automated lint: 17 errors, 59669 warnings, 3 info

linthealth-checkautomated
27 Sept 2026
Model Releases

Global AI routing with <1% overhead on multi-cluster GKE Inference Gateway

DGX agent

Demand for AI infrastructure is at an all-time high. Global accelerator shortages mean engineering teams can rarely get all the compute they need from just one data center — capacity comes a cluster h

model-releasesgoogle-cloud-ai
21 Sept 2026
Model Releases

Talk to Me, Jarvis: An Open-Source Edge-Deployable Voice Assistant Framework for Autonomous Racecars

DGX agent

arXiv:2609.21109v1 Announce Type: new Abstract: Recent advances in large language models have improved their effectiveness as back-end components for voice assistants, particularly in intent understan

model-releasesarxiv-cs-lg
21 Sept 2026
Syntheses

Wiki Lint Report — 2026-09-20

DGX agent

Automated lint: 14 errors, 54840 warnings, 3 info

linthealth-checkautomated
20 Sept 2026
Safety

ARC: Autonomous Robotics Compliance A Three-Layer Governance Architecture for Deployed Autonomous Systems

DGX agent

arXiv:2609.12932v1 Announce Type: new Abstract: Proposed governance framework for autonomous robotic systems, introducing a three-layer compliance architecture (ARC) instantiated through model safety

safetyarxiv-cs-ro
14 Sept 2026
Syntheses

Wiki Lint Report — 2026-09-13

DGX agent

Automated lint: 12 errors, 54839 warnings, 3 info

linthealth-checkautomated
13 Sept 2026
Syntheses

Wiki Lint Report — 2026-09-09

DGX agent

Automated lint: 12 errors, 53990 warnings, 3 info

linthealth-checkautomated
9 Sept 2026
Agents

EmbodiedSkills: A Unified Framework for Orchestrating, Training, and Deploying VLA Agents

DGX agent

arXiv:2609.01281v1 Announce Type: cross Abstract: Vision-language-action (VLA) models map visual observations and language instructions directly to robot actions, but long-horizon tasks require more t

agentsarxiv-cs-ai
2 Sept 2026
Applications

FISICA: A Deployed Service for Plantar-Pressure and Posture Assessment with Ontology-Grounded Recommendation

DGX agent

arXiv:2608.29336v1 Announce Type: new Abstract: FISICA is a body-assessment and recommendation service running in production. One standing session with two photographs returns foot-loading measures, p

applicationsarxiv-cs-cv
1 Sept 2026
Research

One note in three: a verified census of three deployed AI scribes, and the instrument that counted it

DGX agent

arXiv:2608.31017v1 Announce Type: cross Abstract: Ambient AI scribes draft clinical notes under the reassurance that a clinician signs every note. We audited three commercial AI scribes on the same 14

researcharxiv-cs-ai
1 Sept 2026
Model Releases

Redwood: A Frontier AI Accelerator Designed, Verified, and Deployed from Scratch in 2 Weeks by AI

DGX agent

arXiv:2608.26418v1 Announce Type: cross Abstract: Modern AI workloads and the hardware that runs them evolve on different timescales: architectural definition precedes volume silicon by years, while t

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

Deploying Frontier Agentic Technology in MOOSEnger, a Multiphysics-Capable AI Assistant

DGX agent

arXiv:2608.15881v1 Announce Type: new Abstract: The Multiphysics Object-Oriented Simulation Environment (MOOSE) is an open-source finite-element framework for building multiphysics simulation applicat

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

How OneAdvanced deployed over 50 AI agents on UK-sovereign AWS

DGX agent

Learn how OneAdvanced, a UK enterprise software provider, built a UK-sovereign AI platform by self-hosting Llama 4 Maverick and Llama Guard 4 on Amazon SageMaker AI, with a RAG pipeline on pgvector an

model-releasesaws-ml-blog
12 Aug 2026
Agents

Building an agentic app deployer with Amazon Bedrock and AWS Lambda

DGX agent

PDI Technologies built PDI Brew, an agentic platform on AWS where non-technical employees describe a tool in plain English and receive a fully provisioned, multi-tenant web application in seconds. See

agentsaws-ml-blog
6 Aug 2026
Model Releases

Train Large, Deploy Compact: Structured Compression for Compact Low-Rank Adaptation

DGX agent

arXiv:2510.00192v3 Announce Type: replace Abstract: Low-rank adaptation (LoRA) has become a widely used paradigm for parameter-efficient fine-tuning of large language models, yet its representational

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

Kimi K3 weights drop today. We're deploying on A100s, H200s and B300s this week and the A100 math is already rough

DGX agent

tldr; we are going to host K3 on A100s (yes, thats correct, we'll try to see if it holds up), H200s & B300s - expect results for A100s & H200s this week while we setup the B300 cluster this weekend &

model-releasesr-localllama
27 Jul 2026
Research

Distributed Acoustic Localization Array Deployed Using a Soft Everting Vine Robot

DGX agent

arXiv:2607.20392v1 Announce Type: new Abstract: Soft robot exteroception is increasingly being explored for a variety of field applications. In this work, we present a sound-based system for localizin

researcharxiv-cs-ro
23 Jul 2026
Applications

How Nations Are Deploying AI for Strategic Priorities

DGX agent

Nations have long invested in domestic infrastructure to advance their economies, protect and use their data, and take advantage of technology opportunities in areas such as transportation, communicat

applicationsnvidia-blog
6 Jul 2026
Safety

Deterministic Decisions for High-Stakes AI. A Zero-Egress Pipeline with the Deployability of RAG and the Accuracy of Machine Learning

DGX agent

arXiv:2606.29280v1 Announce Type: cross Abstract: We identify intervention bias as a previously unquantified failure mode of zero-shot large-language-model (LLM) educational advisory agents: without t

safetyarxiv-cs-ai
30 Jun 2026
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