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HumanDGX agent

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  • All entries123,194
  • Agents10,336
  • Applications7,012
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  • Concepts7
  • Hardware2,694
  • Industry6,766
  • Local Ai6,840
  • Model Releases35,411
  • Research28,731
  • Safety18,965
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HumanDGX agent

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

Knowledge catalogue

Search: “deployment”

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14,241 results
Safety

Safety Must Precede the Deployment of Open-Ended AI

DGX agent

arXiv:2502.04512v3 Announce Type: replace Abstract: AI advancements have been significantly driven by a combination of foundation models and curiosity-driven learning aimed at increasing capability an

safetyarxiv-cs-ai
7 May 2026
Model Releases

TSCG: Deterministic Tool-Schema Compilation for Agentic LLM Deployments

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DGX agent

arXiv:2605.04107v1 Announce Type: cross Abstract: Production agent frameworks (OpenAI Function Calling, Anthropic Tool Use, MCP) transmit tool schemas as JSON, a format designed for machine parsing, n

model-releasesarxiv-cs-cl
7 May 2026
Hardware

Robust Visual SLAM for UAV Navigation in GPS-Denied and Degraded Environments: A Multi-Paradigm Evaluation and Deployment Study

DGX agent

arXiv:2605.03678v1 Announce Type: new Abstract: Reliable localization in GPS-denied, visually degraded environments is critical for autonomous UAV opera- tions. This paper presents a systematic compar

hardwarearxiv-cs-ro
6 May 2026
Applications

Sovereign cloud reshapes enterprise AI deployment strategies

DGX agent

Enterprises are entering a new phase of cloud adoption where flexibility, control and performance are no longer trade-offs but requirements. As AI workloads become more distributed and data-intensive,

applicationssiliconangle
6 May 2026
Model Releases

Real-Time Frame- and Event-based Object Detection with Spiking Neural Networks on Edge Neuromorphic Hardware: Design, Deployment and Benchmark

DGX agent

arXiv:2605.00146v1 Announce Type: new Abstract: Real-time object detection on energy-constrained platforms is critical for applications such as UAV-based inspection, autonomous navigation, and mobile

model-releasesarxiv-cs-cv
4 May 2026
Industry

AI constraints must come before deployment, not after

DGX agent

On April 7, 2026, Anthropic did something unprecedented in the history of artificial intelligence: The company announced that it had built its most capable model ever and would not be releasing it to

industrysiliconangle
1 May 2026
Applications

Robustness Evaluation of a Foundation Segmentation Model Under Simulated Domain Shifts in Abdominal CT: Implications for Health Digital Twin Deployment

DGX agent

arXiv:2604.25685v1 Announce Type: cross Abstract: Foundation segmentation models such as the Segment Anything Model (SAM) have demonstrated strong generalization across natural images; however, their

applicationsarxiv-cs-cv
29 Apr 2026
Model Releases

On-Device Vision Training, Deployment, and Inference on a Thumb-Sized Microcontroller

DGX agent

arXiv:2604.23012v1 Announce Type: cross Abstract: This paper presents a complete, end-to-end on-device vision machine learning pipeline, comprising data acquisition, two-layer CNN training with Adam o

model-releasesarxiv-cs-cv
28 Apr 2026
Research

An End-to-End Ukrainian RAG for Local Deployment. Optimized Hybrid Search and Lightweight Generation

DGX agent

arXiv:2604.22095v1 Announce Type: new Abstract: This paper presents a highly efficient Retrieval-Augmented Generation (RAG) system built specifically for Ukrainian document question answering, which a

researcharxiv-cs-cl
27 Apr 2026
Agents

Rilian raises $17.5M to automate security software procurement and deployment in the defense sector

DGX agent

A startup called Rilian that’s building agentic systems integration tools for companies operating in the defense and national security industries, said today it has raised 17.5 million in seed funding

agentssiliconangle
23 Apr 2026
Safety

Multi-objective Reinforcement Learning With Augmented States Requires Rewards After Deployment

DGX agent

arXiv:2604.15757v1 Announce Type: new Abstract: This research note identifies a previously overlooked distinction between multi-objective reinforcement learning (MORL), and more conventional single-ob

safetyarxiv-cs-lg
20 Apr 2026
Model Releases

Synthesis and Deployment of Maximal Robust Control Barrier Functions through Adversarial Reinforcement Learning

DGX agent

arXiv:2604.13192v1 Announce Type: cross Abstract: Robust control barrier functions (CBFs) provide a principled mechanism for smooth safety enforcement under worst-case disturbances. However, existing

model-releasesarxiv-cs-ro
16 Apr 2026
Safety

Models Know Their Shortcuts: Deployment-Time Shortcut Mitigation

DGX agent

arXiv:2604.12277v1 Announce Type: new Abstract: Pretrained language models often rely on superficial features that appear predictive during training yet fail to generalize at test time, a phenomenon k

safetyarxiv-cs-lg
15 Apr 2026
Research

A Vehicle-Integrated Approach to Digital Twin Deployment for Bridges Through Drive-By Sensing

DGX agent

arXiv:2610.08822v1 Announce Type: new Abstract: Ageing bridge infrastructure is a growing global concern, yet conventional Structural Health Monitoring (SHM) systems are costly and difficult to scale,

researcharxiv-cs-lg
8 Oct 2026
Applications

How uniopen customized Amazon Nova to their retail moderation policies for production deployment

DGX agent

See how uniopen, a retail platform from Taiwan's Uni-President Enterprises Group, adapted Amazon Nova 2 Lite to its content-moderation policies using supervised fine-tuning in Amazon SageMaker AI and

applicationsaws-ml-blog
1 Oct 2026
Research

From Sky to Soil: A Morphing Aerial-Ground Robot for Seed Deployment

DGX agent

arXiv:2609.37072v1 Announce Type: new Abstract: Aerial seed broadcasting can reach remote restoration sites, but provides limited control over seed placement within the soil. This paper presents a geo

researcharxiv-cs-ro
30 Sept 2026
Research

Losing the name before the box: measuring and repairing what narrow fine-tuning costs a detector outside its deployment vocabulary

DGX agent

arXiv:2609.36426v1 Announce Type: cross Abstract: A detector pretrained on a broad corpus is fine-tuned on a narrow domain, its in-domain accuracy improves, and it ships. We ask what happens meanwhile

researcharxiv-cs-cv
30 Sept 2026
Model Releases

A Deployment Study of Identity-Gated Drone Gesture Control

DGX agent

arXiv:2609.25511v1 Announce Type: new Abstract: Vision-based gesture control accepts commands from any hand in the camera field of view, which is unsafe in shared indoor spaces. This paper presents IG

model-releasesarxiv-cs-ro
23 Sept 2026
Model Releases

Cross-Model Agreement as a Deployment-Time Reliability Signal for Automatic Polyp Segmentation

DGX agent

arXiv:2609.10495v1 Announce Type: new Abstract: In real-time colonoscopy, ground-truth annotations are unavailable at inference, so polyp segmentation models can fail silently. We propose Referee-Base

model-releasesarxiv-cs-cv
10 Sept 2026
Hardware

d-Matrix Adopts NVIDIA NVLink Fusion for Rack-Scale XPU Deployment

DGX agent

AI inference chipmaker d-Matrix today announced it will use NVIDIA NVLink Fusion to connect its next-generation Raptor XPUs to NVIDIA’s AI infrastructure platform — joining a growing roster of ecosyst

hardwarenvidia-blog
10 Sept 2026
Model Releases

Best model + setup for remote deployment.

DGX agent

Hi everybody, I am in a tricky situation. My grandfather + grandmother live in a remote village in asia, and were visiting us in the city. My grandfather has absolutely fallen in love with AI, and it

model-releasesr-localllama
6 Sept 2026
Safety

From Adoption to Deployment: A Qualitative Study on AI Integration in Software Development Practice

DGX agent

arXiv:2607.16660v2 Announce Type: replace-cross Abstract: The increasing adoption of Large Language Models (LLMs) as AI components in modern software systems introduces distinct security risks to the

safetyarxiv-cs-ai
19 Aug 2026
Safety

Validated Adaptation for Aerial Crowd Monitoring at Mass Gathering Scale: A Deployment Protocol, a Severity Law, and a Diagnostic for Label-Free Drone Crowd Counting, Toward the FIFA World Cup 2034 (Saudi Arabia)

DGX agent

arXiv:2608.17625v1 Announce Type: new Abstract: Saudi Arabia will host the 2034 FIFA World Cup and already operates crowd management at Hajj scale. Drone-based counting must hold accuracy on footage u

safetyarxiv-cs-ai
19 Aug 2026
Model Releases

Nanbeige4.2-3B on Apple Silicon: Fixing Deployment Bugs and Decreasing Looped Transformer Memory Overhead

DGX agent

arXiv:2608.13987v1 Announce Type: new Abstract: Nanbeige4.2-3B is a 3B-parameter agentic model built around a Looped Transformer (LT) that reuses one stack of layers for a second forward pass, adding

model-releasesarxiv-cs-ai
17 Aug 2026
Agents

Towards Collaborative Joint Perception and Prediction: Framework, Baseline Evaluation, and Deployment Perspectives

DGX agent

arXiv:2608.09541v1 Announce Type: new Abstract: Connected Autonomous Vehicles (CAVs) increasingly exploit Vehicle-to-Everything (V2X) communication to exchange multi-source sensor information, enablin

agentsarxiv-cs-cv
11 Aug 2026
Agents

When Do Prompt-Side Agent Playbooks Transfer? Accuracy, Cost, and Runtime Shift in Agent Deployment

DGX agent

arXiv:2608.05778v1 Announce Type: new Abstract: Prompt-side playbooks can improve tool-using language agents without retraining, but their portability beyond the source setting is unclear. We study fr

agentsarxiv-cs-ai
7 Aug 2026
Agents

RAG-HAR+: Towards Cost-Efficient LLM-Based Human Activity Recognition for Edge Deployment

DGX agent

arXiv:2607.26631v1 Announce Type: new Abstract: Human Activity Recognition (HAR) from wearable sensors supports applications in healthcare, rehabilitation, fitness tracking, and smart environments. Ye

agentsarxiv-cs-lg
30 Jul 2026
Research

AI Deployment and Cyber Governance Failures in Public-Sector Organizations: A Typological Analysis

DGX agent

arXiv:2607.25368v1 Announce Type: new Abstract: The intersection of artificial intelligence adoption, cybersecurity governance, and public sector institutional constraints has not been examined as a u

researcharxiv-cs-ai
29 Jul 2026
Research

From Training to Deployment: Post-Hoc Causal Feature Identification via Sensitivity Ratios

DGX agent

arXiv:2607.25546v1 Announce Type: new Abstract: Given a model that is already trained, which features does it rely on causally versus spuriously? Existing methods require access to the training proced

researcharxiv-cs-ai
29 Jul 2026
Research

A Deep Multiscale Neural Network for Accurate Neurological Disorder Detection from MRI Scans and Real-Time Web Deployment

DGX agent

arXiv:2606.29106v1 Announce Type: cross Abstract: Neurological disorders involve diverse pathologies of the brain and nervous system, making early and accurate detection essential. While many deep CNN

researcharxiv-cs-ai
30 Jun 2026
Local Ai

Frozen Foundation-Model Embeddings Discard Small-Lesion Signal in Chest Radiography: Implications for Pre-Deployment Evaluation

DGX agent

arXiv:2606.11606v1 Announce Type: new Abstract: Frozen vision-transformer (ViT) foundation-model embeddings increasingly serve as the substrate for downstream chest-radiography (CXR) pipelines, yet wh

local-aiarxiv-cs-cv
11 Jun 2026
Safety

Training-Inference Kernel Contracts: Bounding Divergence in Post-Training and Deployment

DGX agent

arXiv:2606.07581v1 Announce Type: cross Abstract: A modern post-training pipeline often writes one symbol for its policy, pi_theta, while evaluating it through two different programs: a training kerne

safetyarxiv-cs-ai
9 Jun 2026
Safety

dashi: A Python library for Dataset Shift Characterization to Support Trustworthy AI Development and Deployment

DGX agent

arXiv:2605.31360v1 Announce Type: cross Abstract: The Artificial Intelligence (AI) life cycle requires a thorough understanding of the underlying data dynamics for robust, safe and cost-effective AI d

safetyarxiv-cs-ai
1 Jun 2026
Model Releases

RightNow-Arabic-0.5B-Turbo: An Open Sub-1B Arabic Language Model via Vocabulary Injection and Edge-First Deployment

DGX agent

arXiv:2605.28827v1 Announce Type: new Abstract: Open Arabic large language models split into two classes: sub-1B multilingual models that treat Arabic as an afterthought (Qwen2.5-0.5B, Falcon-H1-0.5B)

model-releasesarxiv-cs-cl
29 May 2026
Local Ai

Profiling-Driven Adaptive Distributed Transformer Inference on Embedded Edge Deployment

DGX agent

arXiv:2605.25682v1 Announce Type: cross Abstract: Distributing Transformer inference across embedded edge devices can alleviate individual memory and compute constraints, yet practical benefits on rea

local-aiarxiv-cs-ai
26 May 2026
Local Ai

The Model Parking Tax: Quantifying the Hidden Energy Cost of Always-On GPU Model Deployment

DGX agent

arXiv:2605.23918v1 Announce Type: cross Abstract: The AI inference industry keeps models loaded in GPU memory around the clock to avoid cold-start latency, implicitly treating idle power as a fixed co

local-aiarxiv-cs-lg
26 May 2026
Agents

Securing AI agents: How AWS and Cisco AI Defense scale MCP and A2A deployments

DGX agent

The Cisco and AWS partnership addresses three challenges enterprises face when scaling AI agents: visibility gaps, security bottlenecks, and compliance risks. In this post, we explore how you can over

agentsaws-ml-blog
13 May 2026
Industry

Cost effective deployment of vision-language models for pet behavior detection on AWS Inferentia2

DGX agent

Tomofun, the Taiwan-headquartered pet-tech startup behind the Furbo Pet Camera, is redefining how pet owners interact with their pets remotely. To reduce costs and maintain accuracy, Tomofun turned to

industryaws-ml-blog
6 May 2026
Model Releases

GPT-Image-2 in the Wild: A Twitter Dataset of Self-Reported AI-Generated Images from the First Week of Deployment

DGX agent

arXiv:2604.25370v1 Announce Type: new Abstract: The release of GPT-image-2 by OpenAI marks a watershed moment in AI-generated imagery: the boundary between photographic reality and synthetic content h

model-releasesarxiv-cs-cv
29 Apr 2026
Applications

Cortex 2.0: Grounding World Models in Real-World Industrial Deployment

DGX agent

arXiv:2604.20246v1 Announce Type: cross Abstract: Industrial robotic manipulation demands reliable long-horizon execution across embodiments, tasks, and changing object distributions. While Vision-Lan

applicationsarxiv-cs-ai
23 Apr 2026
Tutorials

Deployment of AI-Assisted Interventions: Capacity Constraints and Noisy Compliance

DGX agent

arXiv:2604.14370v1 Announce Type: cross Abstract: AI tools increasingly guide targeted interventions in healthcare, education, and recruiting. Algorithms score individuals, trigger outreach to those a

tutorialsarxiv-cs-lg
17 Apr 2026
Model Releases

SafeHarness: Lifecycle-Integrated Security Architecture for LLM-based Agent Deployment

DGX agent

arXiv:2604.13630v1 Announce Type: cross Abstract: The performance of large language model (LLM) agents depends critically on the execution harness, the system layer that orchestrates tool use, context

model-releasesarxiv-cs-ai
17 Apr 2026
Research

'bot lane noob' Towards Deployment of NLP-based Toxicity Detectors in Video Games

DGX agent

arXiv:2604.10175v1 Announce Type: cross Abstract: Toxicity and harassment are widespread in the video-gaming context. Especially in competitive online multiplayer scenarios, gamers oftentimes send har

researcharxiv-cs-lg
14 Apr 2026
Tutorials

Learning to Forget -- Hierarchical Episodic Memory for Lifelong Robot Deployment

DGX agent

arXiv:2604.11306v1 Announce Type: cross Abstract: Robots must verbalize their past experiences when users ask 'Where did you put my keys?' or 'Why did the task fail?' Yet maintaining life-long episodi

tutorialsarxiv-cs-ai
14 Apr 2026
Agents

Scaling MCP adoption: Our reference architecture for simpler, safer and cheaper enterprise deployments of MCP

DGX agent

We share Cloudflare's internal strategy for governing MCP using Access, AI Gateway, and MCP server portals. We also launch Code Mode to slash token costs and recommend new rules for detecting Shadow M

agentscloudflare-ai
14 Apr 2026
Research

A Surveillance Evasion Game with Continuous Sensor Redeployment via Bilevel Optimization

DGX agent

arXiv:2605.27917v1 Announce Type: new Abstract: Uncrewed Aerial Systems (UASs) have become a growing threat to the security of critical infrastructure, exploiting spatiotemporal gaps in sensor perimet

researcharxiv-cs-ro
28 May 2026
Agents

🚀Deep Agents deploy Today we’re launching Deep Agents deploy in beta. Deep Agents deploy is the fastest way to deploy a model agnostic, ope…

DGX agent

🚀Deep Agents deploy Today we’re launching Deep Agents deploy in beta. Deep Agents deploy is the fastest way to deploy a model agnostic, open source agent harness in a production ready way. Open harnes

agentsharrison-chase--x
9 Apr 2026
Model Releases

if you want claude's managed agents w/o model provider lock in, this is the path! `deepagents deploy` lets you deploy an agent built on our …

DGX agent

if you want claude's managed agents w/o model provider lock in, this is the path! `deepagents deploy` lets you deploy an agent built on our model agnostic, open source harness in minutes you can easil

model-releasesharrison-chase--x
9 Apr 2026
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