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HumanDGX agent

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  • All entries127,664
  • Agents10,695
  • Applications7,180
  • Companies3
  • Concepts7
  • Hardware2,794
  • Industry6,825
  • Local Ai7,052
  • Model Releases36,904
  • Research29,820
  • Safety19,755
  • Syntheses31
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127,664Total entries
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Knowledge catalogue

Search: “framework”

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42,982 results
23 Apr 2026

Task-Dependent Evaluation of LLM Output Homogenization: A Taxonomy-Guided Framework

ResearchDGX agent

arXiv:2509.21267v3 Announce Type: replace Abstract: Large language models often generate homogeneous outputs, but whether this is problematic depends on the specific task. For objective math tasks, re

22 Apr 2026

Towards a Linguistic Evaluation of Narratives: A Quantitative Stylistic Framework

ResearchDGX agent

arXiv:2604.19261v1 Announce Type: new Abstract: The evaluation of narrative quality remains a complex challenge, as it involves subjective factors such as plot, character development, and emotional im

HMR-Net: Hierarchical Modular Routing for Cross-Domain Object Detection in Aerial Images

Human
DGX agent

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Local Ai
DGX agent

arXiv:2604.18866v1 Announce Type: new Abstract: Despite advances in object detection, aerial imagery remains a challenging domain, as models often fail to generalize across variations in spatial resol

21 Apr 2026

A Hamilton-Jacobi Reachability-Guided Search Framework for Efficient and Safe Indoor Planar Robot Navigation

SafetyDGX agent

arXiv:2604.17679v1 Announce Type: new Abstract: Autonomous navigation requires planning to reach a goal safely and efficiently in complex and potentially dynamic environments. Graph search-based algor

A Two-Phase Deep Learning Framework for Adaptive Time-Stepping in High-Speed Flow Modeling

ResearchDGX agent

arXiv:2506.07969v2 Announce Type: replace Abstract: We consider the problem of modeling high-speed flows using machine learning methods. While most prior studies focus on low-speed fluid flows in whic

Embedding Arithmetic: A Lightweight, Tuning-Free Framework for Post-hoc Bias Mitigation in Text-to-Image Models

Model ReleasesDGX agent

arXiv:2604.18167v1 Announce Type: new Abstract: Modern text-to-image (T2I) models amplify harmful societal biases, challenging their ethical deployment. We introduce an inference-time method that reli

MESA: A Training-Free Multi-Exemplar Deep Framework for Restoring Ancient Inscription Textures

SafetyDGX agent

arXiv:2604.17390v1 Announce Type: new Abstract: Ancient inscriptions frequently suffer missing or corrupted regions from fragmentation, erosion, or other damage, hindering reading, and analysis. We re

ReconVLA: An Uncertainty-Guided and Failure-Aware Vision-Language-Action Framework for Robotic Control

ApplicationsDGX agent

arXiv:2604.16677v1 Announce Type: new Abstract: Vision-language-action (VLA) models have emerged as generalist robotic controllers capable of mapping visual observations and natural language instructi

LEAF: Knowledge Distillation of Text Embedding Models with Teacher-Aligned Representations

Model ReleasesDGX agent

arXiv:2509.12539v2 Announce Type: replace-cross Abstract: We present LEAF ('Lightweight Embedding Alignment Framework'), a knowledge distillation framework for text embedding models. A key distinguish

20 Apr 2026

Zero-Shot Scalable Resilience in UAV Swarms: A Decentralized Imitation Learning Framework with Physics-Informed Graph Interactions

SafetyDGX agent

arXiv:2604.15762v1 Announce Type: new Abstract: Large-scale Unmanned Aerial Vehicle (UAV) failures can split an unmanned aerial vehicle swarm network into disconnected sub-networks, making decentraliz

16 Apr 2026

EVE: A Domain-Specific LLM Framework for Earth Intelligence

Model ReleasesDGX agent

arXiv:2604.13071v1 Announce Type: new Abstract: We introduce Earth Virtual Expert (EVE), the first open-source, end-to-end initiative for developing and deploying domain-specialized LLMs for Earth Int

LEO-RobotAgent: A General-purpose Robotic Agent for Language-driven Embodied Operator

AgentsDGX agent

arXiv:2512.10605v2 Announce Type: replace Abstract: We propose LEO-RobotAgent, a general-purpose language-driven intelligent agent framework for robots. Under this framework, LLMs can operate differen

LEGO-MOF: Equivariant Latent Manipulation for Editable, Generative, and Optimizable MOF Design

ResearchDGX agent

arXiv:2604.13520v1 Announce Type: new Abstract: Metal-organic frameworks (MOFs) are highly promising for carbon capture, yet navigating their vast design space remains challenging. Recent deep generat

15 Apr 2026

A Two-Timescale Primal-Dual Framework for Reinforcement Learning via Online Dual Variable Guidance

SafetyDGX agent

arXiv:2505.04494v3 Announce Type: replace-cross Abstract: We study reinforcement learning by combining recent advances in regularized linear programming formulations with the classical theory of stoch

14 Apr 2026

Critical-CoT: A Robust Defense Framework against Reasoning-Level Backdoor Attacks in Large Language Models

ResearchDGX agent

arXiv:2604.10681v1 Announce Type: cross Abstract: Large Language Models (LLMs), despite their impressive capabilities across domains, have been shown to be vulnerable to backdoor attacks. Prior backdo

Deep Learning for Sequential Decision Making under Uncertainty: Foundations, Frameworks, and Frontiers

AgentsDGX agent

arXiv:2604.11507v1 Announce Type: cross Abstract: Artificial intelligence (AI) is moving increasingly beyond prediction to support decisions in complex, uncertain, and dynamic environments. This shift

Fairboard: a quantitative framework for equity assessment of healthcare models

Local AiDGX agent

arXiv:2604.09656v1 Announce Type: cross Abstract: Despite there now being more than 1,000 FDA-authorised AI medical devices, formal equity assessments -- whether model performance is uniform across pa

From Theory to Protocol: Executable Frameworks for Creative Emergence and Strategic Foresight

Model ReleasesDGX agent

arXiv:2604.09597v1 Announce Type: cross Abstract: Creativity and strategic foresight have been extensively studied through descriptive theories -- Koestler's bisociation (1964), de Bono's lateral thin

Generation-Augmented Generation: A Plug-and-Play Framework for Private Knowledge Injection in Large Language Models

Model ReleasesDGX agent

arXiv:2601.08209v3 Announce Type: replace Abstract: In domains such as materials science, biomedicine, and finance, high-stakes deployment of large language models (LLMs) requires injecting private, d

HFI: A unified framework for training-free detection and implicit watermarking of latent diffusion model generated images

ResearchDGX agent

arXiv:2412.20704v2 Announce Type: replace Abstract: Dramatic advances in the quality of the latent diffusion models (LDMs) also led to the malicious use of AI-generated images. While current AI-genera

10 Apr 2026

Learning Debt and Cost-Sensitive Bayesian Retraining: A Forecasting Operations Framework

Model ReleasesDGX agent

arXiv:2604.06438v1 Announce Type: cross Abstract: Forecasters often choose retraining schedules by convention rather than by an explicit decision rule. This paper gives that decision a posterior-space

TeaLeafVision: An Explainable and Robust Deep Learning Framework for Tea Leaf Disease Classification

ApplicationsDGX agent

arXiv:2604.07182v1 Announce Type: cross Abstract: As the worlds second most consumed beverage after water, tea is not just a cultural staple but a global economic force of profound scale and influence

11 Aug 2026

Verication-driven closed-loop multi-agent large language modelframework for code-compliant structural design

Model ReleasesDGX agent

arXiv:2608.07978v1 Announce Type: cross Abstract: Multi-agent large language model(LLM)systems are applied to structural design,yet most use one-shot generation and cannot verify their output,leaving

25 Jul 2026

5700, 48GB RAM and a 3090 24Gb. Best OS and framework/model?

Model ReleasesDGX agent

Hi everyone, I have a system which I have been using for gaming, R7 5700X, 48GB DDR4, RTX3090 24GB. But I want to use it for Local AI to reduce my reliance on cloud AI providers (mainly usage limits -

30 Jun 2026

AEGIS: A Semantic GAN and Evidential Learning Frameworkfor Robust Adversarial Detection in Vision Sensors

ResearchDGX agent

arXiv:2606.28416v1 Announce Type: cross Abstract: Deep neural networks (DNNs) have shown outstanding performance in visual recognition tasks within vision sensor networks; however, they are still vuln

28 May 2026

MetaboT: An LLM-based Multi-Agent Frameworkfor Interactive Analysis of Mass SpectrometryMetabolomics Knowledge Graphs

Model ReleasesDGX agent

arXiv:2510.01724v2 Announce Type: replace Abstract: Mass spectrometry-based metabolomics generates complex, high-dimensional data that holds vast potential for biological discovery but remains difficu

4 Oct 2026

Wiki Lint Report — 2026-10-04

SynthesesDGX agent

Automated lint: 19 errors, 64915 warnings, 3 info

20 Sept 2026

Wiki Lint Report — 2026-09-20

SynthesesDGX agent

Automated lint: 14 errors, 54840 warnings, 3 info

13 Sept 2026

Wiki Lint Report — 2026-09-13

SynthesesDGX agent

Automated lint: 12 errors, 54839 warnings, 3 info

9 Sept 2026

Wiki Lint Report — 2026-09-09

SynthesesDGX agent

Automated lint: 12 errors, 53990 warnings, 3 info

WSPolypNet: Weakly Supervised Polyp Localization in Colonoscopy Videos

ResearchDGX agent

arXiv:2609.08182v1 Announce Type: new Abstract: Because dense frame-level annotation of colonoscopy videos is costly, we propose WSPolypNet, a weakly supervised framework for polyp localization using

27 Sept 2026

Wiki Lint Report — 2026-09-27

SynthesesDGX agent

Automated lint: 17 errors, 59669 warnings, 3 info

19 Jul 2026

Wiki Lint Report — 2026-07-19

SynthesesDGX agent

Automated lint: 20 errors, 8743 warnings, 3 info

15 Jul 2026

Wiki Lint Report — 2026-07-15

SynthesesDGX agent

Automated lint: 26 errors, 6728 warnings, 3 info

11 Apr 2026

All Models

ConceptsDGX agent

Auto-generated index of all models mentioned across the wiki.

All Tools

ConceptsDGX agent

Auto-generated index of all tools mentioned across the wiki.

2 Sept 2026

Right Frame, Wrong Rule: Cultural Cues Expose the Financial Knowledge Gap They Were Meant to Close

SafetyDGX agent

arXiv:2609.00999v1 Announce Type: cross Abstract: When a question has valid answers under different normative frameworks, a language model must decide which framework to use and whether it can answer

8 Sept 2026

GTIG AI Threat Tracker: From Prompting to Autonomy – The Evolution of Adversarial AI

Model ReleasesDGX agent

Executive Summary Since the release of our May 2026 report detailing adversarial misuse of artificial intelligence (AI), Google Threat Intelligence Group (GTIG) has observed forward leaning adversarie

6 Jun 2026

ADK Arena: Evaluating Agent Development Kits via LLM-as-a-Developer

Model ReleasesDGX agent

arXiv:2606.05548v1 Announce Type: cross Abstract: The rapid proliferation of Agent Development Kits (ADKs), SDK-level frameworks for building LLM-powered autonomous agents, has outpaced any empirical

24 Apr 2026

Satisfying Rationality Postulates of Structured Argumentation Through Deductive Support -- Technical Report

ResearchDGX agent

arXiv:2604.21515v1 Announce Type: new Abstract: ASPIC-style structured argumentation frameworks provide a formal basis for reasoning in artificial intelligence by combining internal argument structure

7 Oct 2026

Understanding Moral Reasoning Trajectories in Large Language Models: Toward Probing-Based Explainability

Model ReleasesDGX agent

arXiv:2603.16017v2 Announce Type: replace-cross Abstract: Large language models (LLMs) increasingly participate in morally sensitive decision-making, yet how they organize ethical frameworks across re

12 Aug 2026

On The Statistical Limits of Self-Improving Agents

SafetyDGX agent

arXiv:2510.04399v3 Announce Type: replace Abstract: We develop a learning-theoretic framework for analyzing self-improving agents by decomposing self-modification into five axes. Within this framework

GAM-Agent: Game-Theoretic and Uncertainty-Aware Collaboration for Complex Visual Reasoning

AgentsDGX agent

arXiv:2505.23399v2 Announce Type: replace Abstract: We propose GAM-Agent, a game-theoretic multi-agent framework for enhancing vision-language reasoning. Unlike prior single-agent or monolithic models

7 Jul 2026

20 questions for the Agentic Enterprise (and how Agent Platform can help)

Model ReleasesDGX agent

If you’re an IT leader, you might be getting a lot of questions about how to build and deploy agents. The pressure to move fast is intense, but the engineering reality is incredibly complex. Where do

16 Sept 2026

EVINCE: Optimizing Multi-LLM Dialogues Using Conditional Statistics and Information Theory

AgentsDGX agent

arXiv:2408.14575v5 Announce Type: replace Abstract: EVINCE (Entropy and Variation IN Conditional Exchanges) is a novel framework for optimizing multi-LLM dialogues using conditional statistics and inf

14 Sept 2026

Direct Topology Tracking in Continuous Implicit Models

ResearchDGX agent

arXiv:2609.12157v1 Announce Type: cross Abstract: We present a framework for tracking topological features directly within continuous implicit models. Such models, including implicit neural representa

26 Aug 2026

Observability Engineering: From Measurement to Information Generation in Active Sensing Systems

ResearchDGX agent

arXiv:2602.13554v2 Announce Type: replace-cross Abstract: This article develops a four stage observability engineering framework for interaction driven sensing. The framework integrates physical model

15 Aug 2026

SOTA Apple Silicon Inference (August 15, 2026)

Model ReleasesDGX agent

This is a HANDWRITTEN post. I spent way too much time trying to get fast inference on Apple Silicon. This post is for people who want to know what's the latest on running local models on their mac, an

14 Aug 2026

Finding the Needle in a Haystack: Test-Time Analog Circuit Representation Adaptation for Bayesian Optimization

ResearchDGX agent

arXiv:2608.12687v1 Announce Type: new Abstract: Bayesian optimization (BO) is a sample-efficient framework for analog circuit topology search, where evaluating each candidate topology can require cost

The AI Accountability Ecosystem in the Era of Language Models

ResearchDGX agent

arXiv:2608.12320v1 Announce Type: cross Abstract: This article reviews and updates the framework for accountability in AI based on account- ability ecosystems. We update the framework in light of the

1 Jun 2026

PithTrain: A Compact and Agent-Native MoE Training System

HardwareDGX agent

arXiv:2605.31463v1 Announce Type: cross Abstract: Mixture-of-Experts (MoE) has become the dominant architecture for frontier language models. To meet this demand, production frameworks have built opti

11 May 2026

GTIG AI Threat Tracker: Adversaries Leverage AI for Vulnerability Exploitation, Augmented Operations, and Initial Access

Model ReleasesDGX agent

Executive Summary Since our February 2026 report on AI-related threat activity, Google Threat Intelligence Group (GTIG) has continued to track a maturing transition from nascent AI-enabled operations

12 Oct 2026

A Baseline Assessment for the Agentic Web Technology Stack

Model ReleasesDGX agent

arXiv:2610.13703v1 Announce Type: new Abstract: The fast pace in which protocols, frameworks, and technologies are being proposed for LLM-based agents results in a complex scenario for anyone aiming t

25 Sept 2026

A Probabilistic Approach for Model Alignment with Human Comparisons

SafetyDGX agent

arXiv:2403.10771v3 Announce Type: replace Abstract: A growing trend involves integrating human knowledge into learning frameworks, leveraging subtle human feedback to refine AI models. While these app

18 Sept 2026

Semantic SLAM in Precision Agriculture using Bayesian Inference

Local AiDGX agent

arXiv:2609.20604v1 Announce Type: new Abstract: This paper presents a real-time semantic world modeling framework specialized for precision agriculture using autonomous robots. The framework combines

4 Sept 2026

Achieving Extreme Efficiency through Specialized GPU Kernel Generation

HardwareDGX agent

This research details an agentic framework that automatically generates custom GPU kernels and rigorously validates them. By integrating automated synthesis and thorough performance testing, the syste

3 Sept 2026

Real-Time Dynamics-Based Torque-Sampling MPPI for Compliant and Force Aware Manipulation

SafetyDGX agent

arXiv:2609.02020v1 Announce Type: new Abstract: This study proposes a novel Model Predictive Path Integral (MPPI)-based task-space control framework. The proposed framework explicitly solves rigid-bod

1 Sept 2026

Toward a Cross-Lingual Romanization Ecosystem for Sinitic Languages: A Paired Mandarin-Cantonese Case Study

SafetyDGX agent

arXiv:2608.29170v1 Announce Type: new Abstract: This paper proposes the Sinitic Romanization Ecosystem, a cross-lingual Sinitic romanization design framework with supporting digital infrastructure and

30 Jul 2026

Investigating reservoir computing for branch predictionin pipelined processors using emerging CMOS memristor devices

Model ReleasesDGX agent

arXiv:2607.27140v1 Announce Type: cross Abstract: This project aimed to develop a novel reservoir compute (RC) implementation framework targeting high-speed operation and integration with CMOS digital

17 Jun 2026

Eve

ToolsHuman

Vercel’s open-source agent framework — durable sessions, sandboxes, HITL, tools/skills as files; positioned as Next.js for agents.

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