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HumanDGX agent

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  • All entries83,193
  • Agents7,156
  • Applications5,120
  • Concepts5
  • Hardware1,734
  • Industry6,079
  • Local Ai4,640
  • Model Releases22,098
  • Research18,859
  • Safety12,600
  • Syntheses17
  • Tools1,664
  • Tutorials3,221

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HumanDGX agent

83,193Total entries
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12Categories

Knowledge catalogue

Search: “concepts”

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2,525 results
21 Jun 2026

Your kids will love this video! Grok Imagine prompt: The kittens with mittens start dancing and singing “we’re kittens with mittens” with jo…

IndustryDGX agent

This post from Elon Musk promotes Grok's image generation capabilities by sharing a video concept featuring animated kittens wearing mittens that dance and sing. The content demonstrates Grok Imagine'

20 Jun 2026

@WR4NYGov We need an anti-antimatter-tax party 😂

IndustryDGX agent

This is a humorous tweet by Elon Musk making a joke about hypothetical taxation policies, using the scientific concept of antimatter as a comedic device. The tweet appears to be satirical commentary,

11 Jun 2026

Enhancing Spectral Embedding through Robust and Flexible Knowledge Transfer in Electronic Health Records

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SafetyDGX agent

arXiv:2606.11570v1 Announce Type: cross Abstract: We propose a spectral-based, unsupervised representation learning framework to derive low-dimensional embeddings for clinical concepts and patients in

On The Effectiveness-Fluency Trade-Off In LLM Conditioning: A Systematic Study

ResearchDGX agent

arXiv:2606.12234v1 Announce Type: new Abstract: Controlling the output of Large Language Models (LLMs) is a central challenge for their reliable deployment, yet a clear understanding of the involved t

When is Your LLM Steerable?

TutorialsDGX agent

arXiv:2606.11599v1 Announce Type: new Abstract: Activation steering offers a lightweight approach to control language models' behavior at inference time, but whether it succeeds or fails heavily depen

10 Jun 2026

Learning Entropy and Spatial Adaptation Dynamics of Multilayer Perceptrons for Structural Point Extraction

ApplicationsDGX agent

arXiv:2606.10170v1 Announce Type: new Abstract: This paper extends the concept of Learning Entropy (LE) from temporal adaptive systems to spatial learning in multilayer perceptron networks (MLPs) appl

9 Jun 2026

Claude Fable 5 and new AI safety fables

Model ReleasesDGX agent

This article discusses Claude Fable 5, likely exploring Anthropic's latest version of their AI model and examining new fables or narratives related to AI safety concepts. The piece probably analyzes h

Considerations for an Integrated Detector Design at FCC-ee: A Human-AI Exploration

ResearchDGX agent

arXiv:2606.07564v1 Announce Type: cross Abstract: This report explores detector design considerations for the Future Circular Collider in its electron-positron mode (FCC-ee) through an extended dialog

GeoGNN: Time Series Geo-Localization using Two-Tower Graph Neural Networks

ResearchDGX agent

arXiv:2606.08303v1 Announce Type: new Abstract: This paper investigates a novel concept of time series geolocalization, where the goal is to infer the geographic origin of each raw time series. Succes

Locked in heated rivalry with researcher, Microsoft fixes 0-day they disclosed

IndustryDGX agent

Microsoft engaged in a public feud with security researcher Nightmare-Eclipse, who released multiple Windows zero-days along with proof-of-concept exploit code. Microsoft initially threatened legal ac

scCBGM: Interpretable Single-Cell Counterfactual Editing

Model ReleasesDGX agent

arXiv:2606.07760v1 Announce Type: new Abstract: Understanding cellular phenotypes and how they respond to perturbations is critical for disease biology and therapeutic design. Single-cell RNA sequenci

Why Limit the Residual Stream to Layers and Not Tokens? Persistent Memory for Continuous Latent Reasoning

ResearchDGX agent

arXiv:2606.07720v1 Announce Type: new Abstract: Large language models (LLMs) have demonstrated remarkable reasoning abilities on mathematical and multi-hop planning tasks. The CoCoNuT (Chain of Contin

8 Jun 2026

Deep Agents explained in <90 seconds by @sydneyrunkle

AgentsDGX agent

Deep Agents are an AI concept that Sydney Runkle explains concisely in under 90 seconds, likely covering how agents can be designed to operate with deeper reasoning and decision-making capabilities. T

here's what it means to create a loop, and how we use them to automate our work

AgentsDGX agent

This post likely explains the concept of loops in programming or automation workflows, covering how they function and their practical applications for automating repetitive tasks. It probably includes

Learning All-Terrain Locomotion for a Planetary Rover with Actively Articulated Suspension

SafetyDGX agent

arXiv:2606.06790v1 Announce Type: cross Abstract: This paper presents ERNEST, a four-wheeled planetary rover concept equipped with a two-degree-of-freedom Active Gimbal Suspension that combines yaw an

polyDAG: Polynomial Acyclicity Constraints for Efficient Continuous Causal Discovery in Visual Semantic Graphs

ResearchDGX agent

arXiv:2606.06908v1 Announce Type: new Abstract: Modern image-analysis pipelines often convert images into structured semantic variables, such as facial attributes, object concepts, and scene descripto

The Geometry of Representational Failures in Vision Language Models

Model ReleasesDGX agent

arXiv:2602.07025v2 Announce Type: replace-cross Abstract: Vision-Language Models (VLMs) exhibit puzzling failures in multi-object visual tasks, such as hallucinating non-existent elements or failing t

7 Jun 2026

a riff on https://quoteinvestigator.com/2011/07/09/poker-patsy/

SafetyDGX agent

Gary Marcus likely references the 'poker patsy' concept, commonly attributed to Warren Buffett, which warns that if you've been in a poker game for a while and haven't identified the fool at the table

6 Jun 2026

“de log is de agent”… activegraph for EU regulation? (just found this) https://djimit.nl/blog/activegraph-event-sourced-agents

AgentsDGX agent

This post explores the concept of using ActiveGraph with event sourcing for AI agents operating under EU regulations, suggesting a potential architecture where detailed logging and event histories ser

RAINO: Anchoring Agents in Reality, A Systematic Review and Conceptual Framework for Realism in Agent-Based Modelling

AgentsDGX agent

arXiv:2606.05167v1 Announce Type: cross Abstract: Realism is a central yet seemingly under-theorized concept in Agent-Based Modelling. This paper presents a Systematic Literature Review, aiming to ide

The product is the mission.

IndustryDGX agent

Elon Musk emphasizes that a company's product itself should embody and reflect its core mission, rather than the mission being separate from the product offering. This concept suggests that business s

5 Jun 2026

Do MLLMs Capture How Interfaces Guide User Behavior? A Benchmark for Multimodal UI/UX Design Understanding

Model ReleasesDGX agent

arXiv:2505.05026v5 Announce Type: replace Abstract: User interface (UI) design goes beyond visuals to shape user experience (UX), underscoring the shift toward UI/UX as a unified concept. While recent

Faithful, Enriched, and Precise: Benchmarking Natural-Science Illustration Generation by T2I models

Model ReleasesDGX agent

arXiv:2606.05949v1 Announce Type: new Abstract: Scientific illustrations are essential tools for communicating research findings, especially in natural science, where they visualize complex concepts a

4 Jun 2026

Hadamard thought in image space

TutorialsDGX agent

Hadamard thought in image space World Labs CEO Dr. Fei-Fei Li: 'The world is not made of words.' 'Language models have given machines an extraordinary command of concepts, vocabulary, and reasoning, b

Inverse Critical Experiment Design via Gradient Optimization and a Multigroup Attention-Based Neural Network Architecture

SafetyDGX agent

arXiv:2606.04033v1 Announce Type: new Abstract: The validation of advanced nuclear reactor designs and fuel concepts requires critical experiments with high neutronic similarity to the target technolo

3 Jun 2026

A formal definition and meta-model for a machine theory of mind

ResearchDGX agent

arXiv:2606.03471v1 Announce Type: new Abstract: This paper proposes, for the first time, a rigorous formal definition of the concept of Machine Theory of Mind, based on principles supported by evidenc

FORGE: Multi-Agent Graduated Exploitation and Detection Engineering

AgentsDGX agent

arXiv:2606.03453v1 Announce Type: cross Abstract: Vulnerability disclosure volumes now far exceed organizational assessment capacity, yet three adjacent research communities (proof-of-concept generati

2 Jun 2026

CLIP-like Model as a Foundational Density Ratio Estimator

TutorialsDGX agent

arXiv:2506.22881v3 Announce Type: replace Abstract: Density ratio estimation is a core concept in statistical machine learning because it provides a unified mechanism for tasks such as importance weig

Closed-Loop Neural Activation Control in Vision-Language-Action Models

SafetyDGX agent

arXiv:2606.00269v1 Announce Type: new Abstract: Vision-Language-Action (VLA) models can be steered at test time by intervening on semantically meaningful internal directions, but existing methods use

Custom model training is bringing enterprise AI from experimentation to production

ApplicationsDGX agent

As artificial intelligence moves from proof of concept into enterprise production, custom model training on governed data is emerging as the critical unlock for organizations that need domain-specific

Disentanglement-Based Equivariant Learning for Compositional VQA

Model ReleasesDGX agent

arXiv:2606.02168v1 Announce Type: new Abstract: Compositional visual question answering (VQA) represents a challenging yet fundamental task that requires models to comprehend novel combinations of pre

Echo: A Joint-Embedding Predictive Architecture for Speaker Diarization and Speech Recognition in a Shared Latent Space

Model ReleasesDGX agent

arXiv:2606.01909v1 Announce Type: cross Abstract: We present Echo, a proof-of-concept audio system built around a single 25 M-parameter ViT encoder. The encoder is pretrained with a JEPA objective and

How Far Do Auto-Interpretation Labels Generalize: A Controlled Study Across Languages, Scripts, and Rewordings

ResearchDGX agent

arXiv:2606.00356v1 Announce Type: new Abstract: Sparse autoencoder (SAE) features are increasingly used to interpret language models, with auto-generated natural-language labels serving as the primary

Interpreto: An Explainability Library for Transformers

ResearchDGX agent

arXiv:2512.09730v3 Announce Type: replace Abstract: Interpreto is an open-source Python library for interpreting HuggingFace language models, from early BERT variants to LLMs. It provides two compleme

MENTIS: What Belief Changes Under Alignment? Measuring Multi-Scale Latent Torsion in Language Models

Local AiDGX agent

arXiv:2606.01060v1 Announce Type: cross Abstract: Preference alignment has substantially improved the observable behavior of large language models, yet it remains unclear what alignment changes intern

Read more about hybrid agentic inference in Perplexity Computer: https://www.perplexity.ai/hub/blog/the-data-center-moves-to-your-machine

AgentsDGX agent

Perplexity discusses hybrid agentic inference in Perplexity Computer, which likely describes a computational approach that combines processing between local machines and data centers. The concept sugg

1 Jun 2026

Biases in the Blind Spot: Detecting What LLMs Fail to Mention

SafetyDGX agent

arXiv:2602.10117v5 Announce Type: replace-cross Abstract: Large Language Models (LLMs) often provide chain-of-thought (CoT) reasoning traces that appear plausible, but may hide internal biases. We cal

Immuno-VLM: Immunizing Large Vision-Language Models via Generative Semantic Antibodies for Open-World Trustworthiness

ResearchDGX agent

arXiv:2605.30745v1 Announce Type: new Abstract: Large Vision-Language Models have achieved unprecedented success in zero-shot recognition by aligning visual features with broad semantic concepts. Howe

Native Hierarchical and Compositional Representations with Subspace Embeddings

ResearchDGX agent

arXiv:2508.16687v2 Announce Type: replace Abstract: Traditional embeddings represent datapoints as vectors, which makes similarity easy to compute but limits how well they capture hierarchies and comp

30 May 2026

One annoyance is each tab is missing features that would be really nice to have in a combined interface - why doesn't Cowork have a `fork` f…

Model ReleasesDGX agent

One annoyance is each tab is missing features that would be really nice to have in a combined interface - why doesn't Cowork have a `fork` feature on threads? - why doesn't Code have a concept of 'Pro

29 May 2026

make something agents want

AgentsDGX agent

make something agents want studying ActiveGraph by @yoheinakajima and apart from the concept the implementation itself is brilliant on the site it shares a prompt that will make my agent study docs, i

self-modification

AgentsDGX agent

Self-modification in AI systems refers to the capability of an artificial intelligence to alter its own code, parameters, or behavior patterns without external intervention. This concept, discussed by

28 May 2026

Guaranteed Optimal Compositional Explanations for Neurons

SafetyDGX agent

arXiv:2511.20934v2 Announce Type: replace Abstract: Compositional explanations are a family of methods that aim to describe the spatial alignment between neurons' receptive field activations and conce

other terms i’m learning: blackboard, DDD, CQRS, Akka, Kafka, BASE…

AgentsDGX agent

This post discusses various software architecture and distributed systems concepts including the Blackboard pattern, Domain-Driven Design (DDD), Command Query Responsibility Segregation (CQRS), and me

Proper Agnostic Learning of Functions of Halfspaces under Gaussian Marginals

ResearchDGX agent

arXiv:2605.27594v1 Announce Type: cross Abstract: We study the problem of computationally efficient proper agnostic learning of multidimensional concept classes under the Gaussian distribution. In thi

The Illusion of Opting in AI-Mediated Consequential Decisions

SafetyDGX agent

arXiv:2605.28210v1 Announce Type: new Abstract: Drawing on Ullmann-Margalit's concept of opting (transformative, irrevocable, and shadowed by foreclosed alternatives), we show that current AI systems

27 May 2026

Proper Calibeating

TutorialsDGX agent

arXiv:2605.26703v1 Announce Type: cross Abstract: The classic concept of 'calibrated forecasts' and its more recent refinement, 'calibeating,' are defined with respect to the standard quadratic scorin

SEC-bench Pro: Can Language Models Solve Long-Horizon Software Security Tasks?

Model ReleasesDGX agent

arXiv:2605.26548v1 Announce Type: cross Abstract: Large language models (LLMs) now support automated software security tasks, including vulnerability discovery and proof-of-concept (PoC) generation. E

SONAR-LLM: Autoregressive Transformer that Thinks in Sentence Embeddings and Speaks in Tokens

Model ReleasesDGX agent

arXiv:2508.05305v2 Announce Type: replace Abstract: The recently proposed Large Concept Model (LCM) generates text by predicting a sequence of sentence-level embeddings and training with either mean-s

Spectral Principal Paths: A Spectral Perspective on Linear Representation Formation in LLMs

SafetyDGX agent

arXiv:2506.08543v3 Announce Type: replace Abstract: High-level representations have become a central focus in enhancing AI transparency and control, shifting attention from individual neurons or circu

26 May 2026

Continual Speaker Identity Unlearning with Minimal Interference

Model ReleasesDGX agent

arXiv:2605.25962v1 Announce Type: cross Abstract: Machine unlearning removes designated concepts or knowledge from pre-trained models. Recent work has extended this paradigm to speaker identity unlear

Import AI 458: Reckoning with the future; and a singularity story

SafetyDGX agent

Import AI 458 discusses perspectives on AI's future trajectory and potential long-term scenarios, likely including analysis of singularity concepts and their implications. The newsletter entry examine

Physical AI takes off: How real-time data keeps Fraport’s airports running on time

AgentsDGX agent

Physical AI is no longer a concept confined to factory floors and autonomous vehicles — it is reshaping the complex, time-sensitive operations of some of the world’s busiest airports. The operators ma

Re-defining Humor Data Objects for AI Humor Research

ResearchDGX agent

arXiv:2605.25171v1 Announce Type: new Abstract: In most existing AI humor research, humor was treated as either 'present' or 'not present.' We explore the concept of humor as a social interaction with

Regional Condition Custom Node for Anima model

Local AiDGX agent

Anima is a 2 billion parameter text-to-image model focused mainly on anime concepts and styles, but also capable of generating other non-photorealistic content. A Regional Condition Custom Node for An

The 'Ferrari Elettrica' - Today I was disappointed by the new 'Ferrari Luce', so I asked ChatGPT for an electric Ferrari that actually looked good

IndustryDGX agent

A Reddit post from r/ChatGPT where the user discusses disappointment with Ferrari's new 'Ferrari Luce' electric vehicle and uses ChatGPT to generate design concepts for an aesthetically appealing elec

Uncertainty Decomposition via Cyclical SG-MCMC and Soft-label Learning for Subjective NLP

Model ReleasesDGX agent

arXiv:2605.24773v1 Announce Type: new Abstract: Annotator disagreement in emotion classification reflects ambiguity intrinsic to emotion concepts and is essential for predictor-quality assessment in s

25 May 2026

Harness, Scaffold, and the AI Agent Terms Worth Getting Right

AgentsDGX agent

This article defines and clarifies key terminology related to AI agents, including the concepts of 'harness' and 'scaffold,' which are important architectural and operational components in building an

Leveraging Foundation Models for Causal Generative Modeling

ResearchDGX agent

arXiv:2605.23861v1 Announce Type: cross Abstract: Causal generative modeling is essential for developing reliable and transparent AI systems capable of counterfactual reasoning. While existing approac

24 May 2026

We are going to need so many engineers and researchers where things are headed. Don't listen to the noise, go learn the fundamentals and bui…

TutorialsDGX agent

This post emphasizes the growing demand for engineers and researchers in advancing technology fields, advising people to focus on mastering fundamental concepts rather than being distracted by hype or

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