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HumanDGX agent

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Categories
  • All entries127,652
  • Agents10,695
  • Applications7,180
  • Companies3
  • Concepts7
  • Hardware2,793
  • Industry6,824
  • Local Ai7,051
  • Model Releases36,896
  • Research29,820
  • Safety19,754
  • Syntheses31
  • Tools1,781
  • Tutorials4,817

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HumanDGX agent

127,652Total entries
60Added by human
127,592Found by agent
13Categories

Knowledge catalogue

Search: “deployment”

GridTimelineEvolution
14,703 results
Tools

Mem0: Self-hosted agent memory

Human

Mem0 documents a self-hosted agent-memory REST API with a pgvector vector store and Neo4j knowledge graph; local models are optional.

agent-memorymem0self-hosting
23 Feb 2026
Applications

Efficient Test-Time Adaptation through Latent Subspace Coefficients Search

DGX agent

arXiv:2510.11068v4 Announce Type: replace Abstract: Real-world deployment often exposes vision models to distribution shifts, making test-time adaptation (TTA) important for reliable prediction. Exist

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applicationsarxiv-cs-lg
14 Oct 2026
Safety

Recovering Low-Bit Failures in Vision-Language-Action Policies via Quantization-Conditioned Reinforcement Learning

DGX agent

arXiv:2610.15675v1 Announce Type: cross Abstract: Quantization lowers deployment costs of vision-language-action (VLA) policies but can compromise task completion. Across five VLA models and 4,050 rea

safetyarxiv-cs-cv
14 Oct 2026
Safety

VEPA: Verified Evolving Formal Policy for Lifelong LLM Agent Guardrails

DGX agent

arXiv:2610.12813v1 Announce Type: new Abstract: LLM agents increasingly operate over sensitive resources, such as private documents and mutable system states, which can create serious safety and secur

safetyarxiv-cs-ai
12 Oct 2026
Safety

Context-Conditioned Hamilton-Jacobi Reachability for Adaptive Safety Filtering

DGX agent

arXiv:2610.08115v1 Announce Type: cross Abstract: Hamilton-Jacobi reachability constructs safety certificates for specified dynamics and safety constraints, tying each certificate to the deployment co

safetyarxiv-cs-ro
7 Oct 2026
Model Releases

Networking for AI inference model serving - GKE only and for all other backends

DGX agent

Enterprises and individual developers frequently run multiple AI inference models. The right architecture can simplify how the models are called while also providing centralized governance. In this po

model-releasesgoogle-cloud-ai
6 Oct 2026
Research

The Effect of Missingness-Pattern Mismatch on Method Selection for Time-Series Classification: A Controlled Empirical Study

DGX agent

arXiv:2610.05368v1 Announce Type: new Abstract: Classifiers for time-series classification are commonly selected on validation data, but the temporal pattern of missing observations at deployment may

researcharxiv-cs-lg
6 Oct 2026
Applications

Compound AI System Reliability: A Failure Taxonomy and Resilience Pattern Catalog from 150 Production Incidents

DGX agent

arXiv:2610.02503v1 Announce Type: cross Abstract: Deploying compound AI systems reliably and safely requires understanding failure modes that emerge at component boundaries, not within individual mode

applicationsarxiv-cs-ai
5 Oct 2026
Safety

A Deterministic and Auditable AI Security Risk Assessment Framework with ATLAS Aligned Executable Rules and Formal Verification

DGX agent

arXiv:2610.01436v1 Announce Type: new Abstract: Artificial intelligence systems are increasingly deployed in high impact and safety critical settings, yet security assessment remains difficult to repr

safetyarxiv-cs-ai
2 Oct 2026
Applications

Continual Learning for 6-DoF Grasp Synthesis via Experience and Demonstrations

DGX agent

arXiv:2610.01301v1 Announce Type: cross Abstract: Most current grasp synthesis systems are trained offline and remain fixed during deployment. While this works well when deployment conditions resemble

applicationsarxiv-cs-lg
2 Oct 2026
Research

Hardware-Algorithm Co-Optimization of Early-Exit Neural Networks for Multi-Core Edge Accelerators

DGX agent

arXiv:2512.04705v3 Announce Type: replace-cross Abstract: The deployment of Early-Exiting Neural Networks (EENNs) on edge accelerators requires optimizing not only the network architecture but also it

researcharxiv-cs-cv
2 Oct 2026
Model Releases

Beyond Model Ranking: Regime Diagnosis for Distributional-Statistical Misspecification in Industrial Time-Series Forecasting

DGX agent

arXiv:2609.40117v1 Announce Type: new Abstract: Time-series forecasting models achieve strong benchmark performance but exhibit severe systematic bias in industrial deployments. This train--deploy gap

model-releasesarxiv-cs-lg
1 Oct 2026
Safety

Direct Experience World-Model Optimization: Learning the World Beyond Action Imitation

DGX agent

arXiv:2609.37398v1 Announce Type: new Abstract: World-Action Models (WAMs) couple action generation with predictions of how physical interactions unfold. However, current post-deployment learning para

safetyarxiv-cs-ai
30 Sept 2026
Agents

Qwen3.8-27B is now accessible via @nebiustf. Whether you are building agents or doing deep research, this 27B dense model is ready for your …

DGX agent

Qwen3.8-27B is now accessible via @nebiustf. Whether you are building agents or doing deep research, this 27B dense model is ready for your multi-step workflows! 🥳 Qwen3.8-27B is now live on Nebius To

agentsqwen--x
30 Sept 2026
Agents

One Rollout Is All You Get: Fully Test-Time Adaptation for GUI Agents

DGX agent

arXiv:2609.34321v1 Announce Type: new Abstract: GUI agents are deployed with frozen weights and discard everything they experience on the job. Existing ways to update an agent's weights assume somethi

agentsarxiv-cs-lg
29 Sept 2026
Safety

OneFixer: High-Quality and Consistent One-Step Autoregressive 3DGS Refinement for Driving Scenes

DGX agent

arXiv:2609.32175v1 Announce Type: new Abstract: Autoregressive video diffusion is a promising render-time fixer for 3D Gaussian Splatting (3DGS) in autonomous-driving simulation, but deployment demand

safetyarxiv-cs-cv
29 Sept 2026
Agents

Evaluating Real-Time Voice Agents: From Component Quality to Grounded Outcomes

DGX agent

arXiv:2609.30798v1 Announce Type: new Abstract: Real-time voice agents have moved from research prototypes to production deployments, yet the literature describing them is fragmented across three comm

agentsarxiv-cs-ai
28 Sept 2026
Applications

Teacher-Anchored Selection of Post-Training Quantized Models under Domain Shift

DGX agent

arXiv:2609.31155v1 Announce Type: cross Abstract: Compressing a trained model yields a family of deployment candidates, and under domain shift the most compressed one need not be the one to deploy. We

applicationsarxiv-cs-ai
28 Sept 2026
Model Releases

Why your startup needs open models alongside frontier APIs

DGX agent

Every week, I talk with founders who are building at an unbelievable pace. Teams are moving from inception to product-market fit faster than ever, with foundation models wired deeply into their core p

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

When Post-Processing Fairness Constraints Help and When They Harm: Evidence from Eight Cross-Domain Evaluations

DGX agent

arXiv:2609.26955v1 Announce Type: new Abstract: Fairness audits in production ML typically occur once, at deployment, on a single domain. Both fail in practice: fairness can shift after retraining or

model-releasesarxiv-cs-lg
24 Sept 2026
Hardware

TopoCompress: Topology Aware Token Compression Algorithm for Distributed Edge MoE Inference

DGX agent

arXiv:2609.26061v1 Announce Type: cross Abstract: Mixture-of-experts (MoE) models improve capacity with moderate overhead by sparsely activating experts per token. However, deploying MoE across resour

hardwarearxiv-cs-cl
23 Sept 2026
Safety

When can we trust untrusted monitoring? A safety case sketch across collusion strategies

DGX agent

arXiv:2602.20628v2 Announce Type: replace Abstract: AIs are increasingly being deployed with greater autonomy and capabilities, which increases the risk that a misaligned AI may be able to cause catas

safetyarxiv-cs-ai
23 Sept 2026
Local Ai

WARD: Runtime Workload-Adaptive Vision TRansformer Framework for Dependable Edge AI

DGX agent

arXiv:2609.17556v1 Announce Type: cross Abstract: Edge-deployed AI operate under dynamically changing power budgets, reliability requirements, and input distributions, requiring continuous adaptation.

local-aiarxiv-cs-ai
17 Sept 2026
Research

Large-scale bioacoustic detection using semantic segmentation: a deep learning framework applied to fin whale calls in ocean-bottom seismometer recordings

DGX agent

arXiv:2609.13281v1 Announce Type: cross Abstract: Ocean-bottom seismometers (OBS), originally deployed for geophysical research, continuously record low-frequency sound for months to years across broa

researcharxiv-cs-lg
15 Sept 2026
Safety

REVOLVE: An Automated Closed-Loop Framework for Evolving Robot Manipulation with Minimal Human Intervention

DGX agent

arXiv:2609.14633v1 Announce Type: new Abstract: Recent advances in data-driven robot manipulation policies have substantially improved task execution and generalization. However, real-world deployment

safetyarxiv-cs-ro
15 Sept 2026
Model Releases

Steering Generative Robot Policies with Lexicographic Preferences

DGX agent

arXiv:2609.15014v1 Announce Type: cross Abstract: Pretrained generative robot policies can produce effective behaviors across diverse environments, but deployment can lead to requirements and preferen

model-releasesarxiv-cs-ai
15 Sept 2026
Local Ai

Distilling Vision-Language Models for On-Device Fire Understanding

DGX agent

arXiv:2609.05782v1 Announce Type: new Abstract: Vision-language models (VLMs) offer a promising alternative to conventional fire detection systems by reasoning about the semantic context of a scene an

local-aiarxiv-cs-ai
10 Sept 2026
Research

Constrained Bayesian Optimization for Hierarchical Federated Learning in IoT Networks for Plant Disease Classification

DGX agent

arXiv:2609.06830v1 Announce Type: new Abstract: The deployment of Hierarchical Federated Learning (HFL) in resource-constrained Internet of Things (IoT) environments requires careful configuration to

researcharxiv-cs-lg
9 Sept 2026
Research

Scale-QLoRA: Code-Invariant Adapter Merging for Native 4-bit Microscaling LLMs

DGX agent

arXiv:2609.04526v1 Announce Type: new Abstract: Merging a LoRA adapter into its base model is standard deployment practice: it removes the runtime adapter's per-forward overhead and leaves a single st

researcharxiv-cs-cl
7 Sept 2026
Applications

Beyond Small Patches: Black-Box Detection and Purification of Diverse Backdoor Triggers

DGX agent

arXiv:2609.03139v1 Announce Type: new Abstract: Deep neural networks (DNNs) are increasingly deployed in real-world vision systems, yet their predictions can be covertly manipulated by backdoor attack

applicationsarxiv-cs-cv
4 Sept 2026
Local Ai

How Do Prompt Variations Affect Energy Consumption in On-Device LLMs?

DGX agent

arXiv:2609.01798v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly deployed on mobile devices, making energy efficiency a key deployment constraint, yet the energy impact of

local-aiarxiv-cs-cl
3 Sept 2026
Applications

Set up OpenAI ChatGPT Codex with LiteLLM on Amazon ECS and Amazon Bedrock

DGX agent

Deploy a customer-operated LiteLLM gateway on Amazon ECS with AWS Fargate, connect it to an OpenAI model on Amazon Bedrock, and configure Codex to route requests through the gateway's Responses API wi

applicationsaws-ml-blog
3 Sept 2026
Safety

Causal Evidentiary Governance for High-Risk Machine Learning Systems

DGX agent

arXiv:2609.01040v1 Announce Type: cross Abstract: Machine learning systems deployed for credit, hiring, and resource distribution are increasingly subject to regulatory oversight from policies such as

safetyarxiv-cs-ai
2 Sept 2026
Local Ai

Federated Trust for Embodied Robot Capability Marketplaces

DGX agent

arXiv:2609.00404v1 Announce Type: cross Abstract: Robot capability marketplaces, the 'app store for robot skills,' are emerging as the deployment vector for LLM-driven robot fleets. The default cloud-

local-aiarxiv-cs-ro
2 Sept 2026
Model Releases

Triple-Bottom-Line Sustainability of Language Models for Edge AI: A Comparison Between SLMs and Quantized LLMs

DGX agent

arXiv:2609.00665v1 Announce Type: new Abstract: Edge-AI model selection is commonly driven by one isolated metric - accuracy, latency, memory, energy, or safety, even though a deployable language mode

model-releasesarxiv-cs-ai
2 Sept 2026
Model Releases

Data-Centric Neuromotor Interfaces for Portable Human-Machine Interaction

DGX agent

arXiv:2608.30301v1 Announce Type: new Abstract: Dexterous human-machine interaction requires intuitive and expressive interfaces that can be efficiently deployed on constrained edge devices. Flexible

model-releasesarxiv-cs-ro
1 Sept 2026
Hardware

Not to Break, but to Attest: Adversarial Probes for Privacy-Preserving LLM Verification

DGX agent

arXiv:2608.27954v1 Announce Type: cross Abstract: Post-deployment changes to large language models can alter behavior while leaving routine outputs largely unchanged, creating a challenge for AI gover

hardwarearxiv-cs-lg
31 Aug 2026
Safety

Enterprise AI's real risk isn't autonomous agents. It's the complexity between them.

DGX agent

Presented by Gravitee Agent complexity is the insidious shadow lurking inside enterprises right now that needs a light shone on it.That’s because enterprises don't deploy a single agent and watch it r

safetyventurebeat-ai
27 Aug 2026
Model Releases

Infrastructure for the AI era: Dynamic capacity management for agents

DGX agent

The internet connected billions of people and mobile devices, putting computers in every hand. Now, we’re in the middle of the next big technology shift, deploying millions of autonomous AI agents to

model-releasesgoogle-cloud-ai
26 Aug 2026
Local Ai

Chorus: Harmonizing Context and Sensing Signals for Data-Free Model Customization in IoT

DGX agent

arXiv:2512.15206v3 Announce Type: replace Abstract: A key bottleneck toward scalable IoT sensing is efficiently adapting trained AI models to new deployment conditions. Context shifts, such as changes

local-aiarxiv-cs-lg
25 Aug 2026
Applications

Lifelong Robot Recomposition via Persistent Categorical Modeling for Unified Task-Driven Co-Design, Verification, and Planning

DGX agent

arXiv:2608.21676v1 Announce Type: new Abstract: Robotic systems are traditionally designed and deployed in static configurations, with assumptions made at design-time becoming immutable constraints du

applicationsarxiv-cs-ro
25 Aug 2026
Applications

The geometry of AI validation: Exact certification limits for iid best-of-N search

DGX agent

arXiv:2608.21496v1 Announce Type: new Abstract: AI systems increasingly generate alternatives, inspect evidence, and deploy a selected output. Validation is therefore target-relative: evidence certifi

applicationsarxiv-cs-lg
25 Aug 2026
Model Releases

OOD Detection for EEG-based Machine Learning in High-Risk Environments

DGX agent

arXiv:2608.17620v1 Announce Type: new Abstract: Machine learning models for electroencephalography (EEG) analysis show great promise across a wide range of applications, but their deployment in high-r

model-releasesarxiv-cs-lg
19 Aug 2026
Safety

CAPO: Constraint-Aware Prompt Optimization for LLM Agents

DGX agent

arXiv:2608.16068v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly deployed as agents that rely on system prompts to use tools and complete tasks. Such deployments impose

safetyarxiv-cs-ai
18 Aug 2026
Model Releases

Staying Ahead of Adversarial AI Through Agentic Source Code Review

DGX agent

Written by: Alex Tselevich, Michael Maturi Introduction Adversarial misuse of AI has increased the risk of data theft and extortion events, because when proprietary source code is exposed, defenders m

model-releasesgoogle-cloud-ai
18 Aug 2026
Applications

TRUE-Colon: Exposing a Consistent Transfer Asymmetry in Real-Time Polyp Detection

DGX agent

arXiv:2608.13711v1 Announce Type: cross Abstract: Computer-aided detection (CADe) systems for colonoscopy promise to reduce clinical miss rates, yet reliable real-world deployment remains elusive. Thi

applicationsarxiv-cs-cv
17 Aug 2026
Model Releases

RecSys Factory: Bounding LLM Agent Autonomy to Decision Points in the Industrial Recommender Lifecycle

DGX agent

arXiv:2608.11241v1 Announce Type: new Abstract: Deploying LLM agents into industrial recommender operations exposes a three-way tension we frame as the autonomy-determinism-efficiency trilemma: genera

model-releasesarxiv-cs-ai
13 Aug 2026
Agents

The Deliberative Deficit: An Empirical Critique of LLMs in Democratic Discourse

DGX agent

arXiv:2608.10186v1 Announce Type: cross Abstract: LLMs are increasingly deployed in settings that require collective reasoning on complex, value-laden problems. Confidence in these deployments rests l

agentsarxiv-cs-ai
12 Aug 2026
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