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HumanDGX agent

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  • All entries83,773
  • Agents7,201
  • Applications5,151
  • Concepts5
  • Hardware1,742
  • Industry6,084
  • Local Ai4,671
  • Model Releases22,284
  • Research19,014
  • Safety12,704
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  • Tools1,664
  • Tutorials3,236

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HumanDGX agent
83,773Total entries
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12Categories

Knowledge catalogue

Search: “engineering”

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5,413 results
12 Aug 2026

Causality Sum Rules in Conventional Scattering Matrices

ResearchDGX agent

arXiv:2608.10427v1 Announce Type: cross Abstract: Scattering matrices are the standard experimental and computational description of photonic and electromagnetic devices. Passivity is explicit in the

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design

AgentsDGX agent

arXiv:2608.10299v1 Announce Type: new Abstract: Agentic systems are increasingly expected to improve after deployment, yet single-entity self-evolution is often bounded by a static learning context, s

Comprendia: AI-Augmented Code Comprehension

ResearchDGX agent

arXiv:2608.10290v1 Announce Type: cross Abstract: Comprendia is an Eclipse plugin that integrates structural dependency visualization with LLM-powered code explanation on a shared interactive graph fo


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Hidden Reasoning from Claude and GPT are Decoded, and it is interesting

Model ReleasesDGX agent

Yesteday a paper showed a gap that allows to see 100% of the reasoning tokens form ALL Claude and GPT models Stealing Reasoning Traces from Proprietary LLM APIs. check it out, they have published lots

HyWA: Architecture-Preserving Personalized Voice Activity Detection for Full-Duplex Voice Assistants

HardwareDGX agent

arXiv:2510.12947v3 Announce Type: replace-cross Abstract: Voice activity detection (VAD) serves as an early gate in voice-assistant pipelines for smart devices. Because conventional VADs respond to sp

I ran DeepSeek V4 Flash 284B + DSpark on one RTX PRO 6000. The drafter was faster in RAM than VRAM.

Model ReleasesDGX agent

Hey guys, Just finished benchmarking DeepSeek V4 Flash 284B + DSpark on a single RTX PRO 6000 96GB. Short version: DSpark: ~15–17% faster generation on my coding workload On this setup, the DSpark dra

Logit-Boundary Geometric Belief Interfaces and Sparse Sheaf-Enclave Protocols: A Self-Contained Substrate for Secure Network Electronic Health Record (EHR) Interoperability

Model ReleasesDGX agent

arXiv:2608.10300v1 Announce Type: new Abstract: Electronic health-record interoperability is a boundary problem: legacy systems, generative models, terminology services, identity systems, and human re

MIRA: Medical Image Reflection for Agentic Diagnosis

AgentsDGX agent

arXiv:2608.10827v1 Announce Type: cross Abstract: Medical visual agents can use tools to inspect images and retrieve external knowledge, but indiscriminate tool use may introduce noisy or misleading e

Never Stop Speaking: a Denial-of-Service Attack on End-to-End Speech Language Models

SafetyDGX agent

arXiv:2608.10405v1 Announce Type: cross Abstract: Many studies have shown that specially crafted inputs can induce large language models (LLMs) to generate excessively long outputs, resulting in signi

Optimistic Rates for Multiclass PAC Learning

ResearchDGX agent

arXiv:2608.10869v1 Announce Type: new Abstract: Worst-case multiclass bounds do not become smaller when the best classifier is already nearly correct: what is missing is an optimistic rate, a guarante

Partially Observable Learning for Multi-Platform Dispatch Optimization

SafetyDGX agent

arXiv:2608.10897v1 Announce Type: new Abstract: Instant delivery platforms have become a critical component of urban logistics, increasingly relying on crowdsourced couriers to fulfill highly dynamic

Quoting Florian Herrengt

Model ReleasesDGX agent

But then users start to report a weird bug. It's the 4th time your team has been trying to fix it. I mean... asking AI to fix it. Unfortunately, it seems like not even Fable can figure it out. You go

RAG for regular users?

Local AiDGX agent

One of the reasons I got into local LLMs was the possibility of getting answers using my own documents and books (a few hundreds) instead of having to search through them manually. However since I'm n

Seeing above the waves: A modular sensing framework for data acquisition at sea

AgentsDGX agent

arXiv:2608.10997v1 Announce Type: new Abstract: Advancing autonomy for surface vessels requires systematic evaluation of their sensing and perception subsystems. Yet, maritime environments impose uniq

Smart Enough to Go Extinct? An Evolutionary Challenge to the Value of General Intelligence and Its Ethical Implications for AGI

SafetyDGX agent

arXiv:2608.10730v1 Announce Type: cross Abstract: The pursuit of artificial general intelligence (AGI) rests on a seemingly self-evident premise: that general intelligence, the kind of flexible, domai

The CASE Framework: A Multi-Disciplinary Control Architecture for Governing Enterprise Agentic AI

SafetyDGX agent

arXiv:2608.10153v1 Announce Type: new Abstract: Enterprises are deploying autonomous AI agents faster than they can govern them, and prevailing approaches stretch a single discipline, typically DevSec

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

AgentsDGX 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

11 Aug 2026

Accurate Ensembles, Fragile Narratives: Multi-Scale Stacking and a Fidelity Audit of LLM-Generated Explanations for Credit Risk

ResearchDGX agent

arXiv:2608.08126v1 Announce Type: cross Abstract: Credit scoring increasingly relies on models whose decision logic cannot be read off their parameters, in tension with supervisory expectations that a

Application of Artificial Intelligence for Fraudulent Banking Operations Recognition

ResearchDGX agent

arXiv:2608.07471v1 Announce Type: cross Abstract: This study considers the task of applying artificial intelligence to recognize bank fraud. In recent years, due to the COVID19 pandemic, bank fraud ha

Blumira launches Hearth, an AI command center that spans rival security tools

Model ReleasesDGX agent

Security operations platform startup Blumira Inc. today launched Hearth, a vendor-agnostic artificial intelligence command center that lets security teams investigate and act across their existing too

Carnot: Interpretable, Interactive, and Optimized Execution of Deep Research Queries

ApplicationsDGX agent

arXiv:2608.09532v1 Announce Type: cross Abstract: Enterprises increasingly seek to query data lakes using natural language via AI-driven tools like semantic operators or deep research agents. However,

Causal Falsification of Digital Twins

SafetyDGX agent

arXiv:2301.07210v5 Announce Type: replace-cross Abstract: Digital twins are simulation-based models designed to predict how a real-world process will evolve in response to interventions. This modellin

CEAA: A Cognitive Embodied Agents Architecture for Interactive Computing Systems

AgentsDGX agent

arXiv:2608.09848v1 Announce Type: new Abstract: The development of embodied Intelligent Virtual Agents (IVAs) that have cognitive capabilities in real-time interactive virtual environments remains a c

DeepFreqMark: End-To-End Learnable Frequency-Domain Watermarking with Spherical Attack Simulation for Latent Diffusion Models

ApplicationsDGX agent

arXiv:2608.08999v1 Announce Type: cross Abstract: The proliferation of AI-generated images produced by Latent Diffusion Models (LDMs) has raised critical concerns regarding copyright infringement and

DeepSeek V4 Flash 0731 is now available to fine-tune on Together AI. Specialize it for coding, tool use, and your own domain with SFT or DPO…

Model ReleasesDGX agent

DeepSeek V4 Flash 0731 is now available to fine-tune on Together AI. Specialize it for coding, tool use, and your own domain with SFT or DPO, then deploy the fine-tuned model on Together AI for produc

Distribution-Free Conformal Prediction for Steel Fatigue Strength: Marginal Validity Is Not Enough

SafetyDGX agent

arXiv:2608.07589v1 Announce Type: cross Abstract: Predicting fatigue failure in steel components experimentally is costly because it requires testing across multiple compositions and processing condit

Evo-Bench: Can Language Models Improve Agent Harness?

Model ReleasesDGX agent

arXiv:2608.09096v1 Announce Type: new Abstract: Large Language Models (LLMs) have driven rapid progress in autonomous agents, yet standard evaluations remain confined to static task solving. An emergi

First Orion accelerates QA automation using Amazon Nova Act

TutorialsDGX agent

Learn how First Orion, a branded communications company, shifted from brittle script-based UI testing to AI-driven QA automation with Amazon Nova Act. By describing tests in plain English instead of m

From Benchmark Performance to Tool Deployment: Human-in-the-Loop Anomaly Detection

Model ReleasesDGX agent

arXiv:2608.07770v1 Announce Type: cross Abstract: Automated anomaly detection methods often report strong performance on curated academic benchmarks, but their behavior under real-world industrial con

From Manuals to Maintenance: Fine-Tuning MedGemma for Multi-Modal Imaging System Support in Low-Resource Settings

Model ReleasesDGX agent

arXiv:2608.08896v1 Announce Type: new Abstract: Imaging device downtime is a major barrier to healthcare delivery in low- and middle-income countries (LMICs), often driven by limited access to special

From Values to Benchmarks: Evaluating Large Language Models for Governmental Use in Dutch

Model ReleasesDGX agent

arXiv:2608.09925v1 Announce Type: cross Abstract: Large language models are increasingly being deployed in governmental settings, yet few existing evaluation frameworks jointly reflect the values of p

Frontier AI raises the cybersecurity bar: Why prediction must become prevention

IndustryDGX agent

Artificial intelligence is a double-edged sword when it comes to cybersecurity. It is giving defenders new ways to sift through vast amounts of telemetry, identify anomalous behavior and automate rout

I put Gemma 4 E4B and E2B into an e-reader so I can ask my weird questions and share my thoughts in private directly in app.

Model ReleasesDGX agent

Here's how it works in the app: Framework: Runs on LiteRT-LM (like Google's AI Edge). Models: Downloads either the E2B (~2.5 GB) or E4B (~3.6 GB) INT4 quantized models directly from ungated litert-com

I ran Muse Glimmer @ 1M context - All tests passed.

Model ReleasesDGX agent

Heeeey all! I just completed some fun tests with Muse Glimmer, I thought I'd let you know. In fact, the summary below was written by Muse itself! I ran a 2× DGX Spark cluster and got Meta's day-old Mu

IDRAAK: From Multi-Agent NLP to Few-Shot Prompting for Semantic Drift Detection in Technical Requirements

AgentsDGX agent

arXiv:2608.08801v1 Announce Type: new Abstract: Translating technical requirements across languages can introduce semantic drift, altering numerical constraints, polarities, modalities, or other speci

Instruction Set and Language for Hypergraphs

Model ReleasesDGX agent

arXiv:2607.10194v2 Announce Type: replace-cross Abstract: We present IsalHG, a method for representing the structure of any finite, connected hypergraph of bounded hyperedge arity as a string over a c

I’ve been thinking about how agents can learn inside world models for years. We decided to scale up our RSI Lab to bridge recursive self-imp…

TutorialsDGX agent

I’ve been thinking about how agents can learn inside world models for years. We decided to scale up our RSI Lab to bridge recursive self-improvement with physical AI and robotics. We are looking for f

KGCache: Amortized Subgraph Retrieval for KG Reasoning with LLMs

SafetyDGX agent

arXiv:2608.07954v1 Announce Type: new Abstract: Large language models can answer knowledge-intensive questions more reliably when they are grounded with knowledge graphs, but systems such as Think-on-

Large Language Models Align with the Human Brain during Creative Thinking

Model ReleasesDGX agent

arXiv:2604.03480v2 Announce Type: replace-cross Abstract: Creative thinking is a fundamental aspect of human cognition, and divergent thinking-the capacity to generate novel and varied ideas-is widely

[llama.cpp PR #26608] Ling-3.0 support (unmerged)

Model ReleasesDGX agent

aetherbird has done some great work getting Ling-3.0 to work in llama.cpp. The architecture is generally identical to deepseekv2. I recently added a microscopic 40 line PR to his that adds support for

LLM within MCP Matters: Measuring Inefficient Resource Utilization Driven by LLMs

Model ReleasesDGX agent

arXiv:2608.08467v1 Announce Type: new Abstract: The Model Context Protocol (MCP) standardizes how servers expose data and tools to Large Language Models (LLMs). A common server design embeds frequentl

LLMVisor: A Real-Time Latency Attribution Model for Multi-Tenant LLM Serving

Model ReleasesDGX agent

arXiv:2608.08382v1 Announce Type: new Abstract: As LLM inference shifts to multi-tenant GPU clusters, co-batching improves throughput but obscures per-tenant usage and limits control. Enabling fractio

Mechanistic Interpretability-Guided Selective Fine-Tuning of Vision-Language Models for Centimeter-Level Flood Depth Estimation

Model ReleasesDGX agent

arXiv:2608.07562v1 Announce Type: new Abstract: Urban flooding poses an escalating threat to transportation infrastructure, yet no operational system provides real-time, street-level flood-depth estim

MetaSpace: Metamorphic Testing for Spatial Cognition in Embodied Agents

Model ReleasesDGX agent

arXiv:2608.07533v1 Announce Type: new Abstract: An embodied agent is an intelligent entity that interacts with its environment through a physical body. Currently, the evaluation of embodied agents pri

Motif 3: Technical Report

SafetyDGX agent

arXiv:2608.09119v1 Announce Type: new Abstract: We introduce Motif 3, a decoder-only Mixture-of-Experts language model with 314 billion total parameters and 13.2 billion activated per token. Each spar

Neural Operators for Immersed-Boundary Soft Swimmers Locomotion

Model ReleasesDGX agent

arXiv:2608.07722v1 Announce Type: new Abstract: High-fidelity immersed-boundary simulation resolves the coupled motion of a deforming swimmer and its surrounding flow, but the resulting cost limits re

PhysX-CoT: Structured Physical Reasoning from a Single Image to Simulation-Ready 3D Assets

ResearchDGX agent

arXiv:2608.08053v1 Announce Type: cross Abstract: Simulation-ready 3D assets are central to robotics and embodied AI. Generating them from a single image is usually framed as a vision-language model t

ProbSPARQL: Querying Knowledge Graphs with Multi-dimensional, Uncertain Numeric Data

ResearchDGX agent

arXiv:2607.18262v2 Announce Type: replace Abstract: The SFB 1574 Circular Factory is building a shared knowledge graph infrastructure for integrating data about returned products. A central challenge

Same Question, Different Answer? Measuring and Mitigating Prompt Privilege for Equitable AI Access

Model ReleasesDGX agent

arXiv:2608.08942v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly integrated into healthcare, education, public services, and everyday decision making. They should provide

Scaling Inherently Interpretable Language Models

ResearchDGX agent

arXiv:2608.07594v1 Announce Type: cross Abstract: Interpretability is often treated as a tax on capability: language models are trained as opaque systems, then explained after the fact, with methods w

Sci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science Domains

Model ReleasesDGX agent

arXiv:2608.09873v1 Announce Type: cross Abstract: We introduce Sci-VBench, a comprehensive benchmark for evaluating knowledge- and reasoning-intensive video generation across scientific domains. It co

Search over the Visual World: Persistent Visual Memory, Layered Indexes, and Source-Grounded Evidence

ApplicationsDGX agent

arXiv:2608.08075v1 Announce Type: cross Abstract: Most video-retrieval systems assume a bounded corpus and return ranked files or timestamps. Agents operating over cameras, screens, streams, and archi

SiriusDeliver: Automating Data Warehouse Delivery at Tencent

AgentsDGX agent

arXiv:2608.09185v1 Announce Type: cross Abstract: Enterprise data warehouses (DWs) support business-critical analytics, but warehouse task delivery remains a complicated production process involving c

SPA: A Simple but Tough-to-Beat Baseline for Knowledge Injection

ResearchDGX agent

arXiv:2603.22213v2 Announce Type: replace-cross Abstract: While large language models (LLMs) are pretrained on massive amounts of data, their knowledge coverage remains incomplete in specialized, data

Sparks of Cooperative Reasoning: LLMs as Strategic Hanabi Agents

Model ReleasesDGX agent

arXiv:2601.18077v3 Announce Type: replace Abstract: Cooperative reasoning under incomplete information remains challenging for both humans and multi-agent systems. The card game Hanabi embodies this c

Symbolic Attack Chain Generation from Atomic Red Team Techniques: An Empirical Study of Predicate Representation Granularity

SafetyDGX agent

arXiv:2608.00143v2 Announce Type: replace-cross Abstract: Automated attack chain generation is critical for modern cybersecurity, yet manual construction fails to scale as adversary behaviors expand.

TeXFix-Bench: An Empirically Grounded Multi-Format Benchmark for LLM-Based Document Source Repair

Model ReleasesDGX agent

arXiv:2608.07617v1 Announce Type: new Abstract: Scientific and technical writing depends on markup sources that must compile: LaTeX, Typst, and Markdown pipelines fail on missing delimiters, mismatche

The Capability Ladder: A Curriculum-Modernization Framework for Workforce Readiness in the AI Era

AgentsDGX agent

arXiv:2608.07779v1 Announce Type: new Abstract: Artificial intelligence is changing the task composition of computing work faster than curricula and training typically adapt. This is a curriculum-fram

The Download: the next big thing in LLMs and how AI academic research is shifting

ResearchDGX agent

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. These startups are chasing the next big thing in LLMs Nine yea

The Theory of Strategic Evolution: Games with Endogenous Players and the Seven Laws of Strategic Replicators

SafetyDGX agent

arXiv:2512.07901v4 Announce Type: replace-cross Abstract: Von Neumann founded both game theory and the theory of self-reproducing automata, but the two programs never merged. Rational players do not c

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