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HumanDGX agent

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  • All entries83,193
  • Agents7,156
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  • Industry6,079
  • Local Ai4,640
  • Model Releases22,098
  • Research18,859
  • Safety12,600
  • Syntheses17
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HumanDGX agent

83,193Total entries
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Knowledge catalogue

Search: “concepts”

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2,525 results
23 May 2026

Peekaboo

AgentsDGX agent

Peekaboo is likely a technical concept or tool discussed by Jerry Liu, co-founder of LlamaIndex, based on the X platform post. Without access to the specific tweet content, this probably covers an AI

22 May 2026

Data centers in space are coming. Satellite Data Centers that follow the sun 24/7. Thanks to @Gwynne_Shotwell for driving American Technolog…

IndustryDGX agent

Elon Musk discusses emerging satellite-based data centers designed to operate continuously by following the sun's position, positioning this as an advancement in American technology. The concept lever

SegCompass: Exploring Interpretable Alignment with Sparse Autoencoders for Enhanced Reasoning Segmentation

Local AiDGX agent
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arXiv:2605.22658v1 Announce Type: new Abstract: While large language models provide strong compositional reasoning, existing reasoning segmentation pipelines fail to transparently connect this reasoni

21 May 2026

Contradiction Graphs Determine VC Dimension

ResearchDGX agent

arXiv:2605.20434v1 Announce Type: cross Abstract: We study the contradiction graphs associated with binary concept classes. For a class H subseteq {0,1}^X, the order-m contradiction graph G_m(H) has a

Smaller Abstract State Spaces Enable Cross-Scale Generalization in Reinforcement Learning

AgentsDGX agent

arXiv:2605.20272v1 Announce Type: new Abstract: While humans readily generalize abstract concepts to more complex or larger tasks, building Reinforcement Learning (RL) systems with this ability remain

The General Theory of Localization Methods

Local AiDGX agent

arXiv:2605.20635v1 Announce Type: new Abstract: This paper proposes a general machine learning framework called the localization method, which is fundamentally built on two core concepts: localization

When to Retrain after Drift: A Data-Only Test of Post-Drift Data Size Sufficiency

Model ReleasesDGX agent

arXiv:2603.09024v2 Announce Type: replace Abstract: Sudden concept drift makes previously trained predictors unreliable, yet deciding when to retrain and what post-drift data size is sufficient is rar

20 May 2026

Language Model Memory and Memory Models for Language

TutorialsDGX agent

arXiv:2602.13466v2 Announce Type: replace-cross Abstract: The ability of machine learning models to store input information in hidden layer vector embeddings, analogous to the concept of `memory', is

TADA! Tuning Audio Diffusion Models through Activation Steering

Model ReleasesDGX agent

arXiv:2602.11910v2 Announce Type: replace-cross Abstract: Audio diffusion models can synthesize high-fidelity music from text, yet achieving fine-grained control over specific musical attributes remai

19 May 2026

Beyond Patches: Global-aware Autoregressive Model for Multimodal Few-Shot Font Generation

ResearchDGX agent

arXiv:2601.01593v2 Announce Type: replace Abstract: Manual font design is an intricate process that transforms a stylistic visual concept into a coherent glyph set. This challenge persists in automate

FishBack: Pullback Fisher Geometry for Optimal Activation Steering in Transformers

Local AiDGX agent

arXiv:2605.17231v1 Announce Type: cross Abstract: Activation steering methods modify intermediate representations of language models to control output behavior, but universally assume the activation s

How Class Ontology and Data Scale Affect Audio Transfer Learning

TutorialsDGX agent

arXiv:2603.25476v2 Announce Type: replace Abstract: Transfer learning is a crucial concept within deep learning that allows artificial neural networks to benefit from a large pre-training data basis w

HyperPersona: A Multi-Level Hypergraph Framework for Text-Based Automatic Personality Prediction

Local AiDGX agent

arXiv:2605.17355v1 Announce Type: new Abstract: As a modern commodity, language has become a vast repository of socially and psychologically significant traits and concepts, reflecting the ways people

I didn’t really understand what people meant by stateful agents so I started exploring my current take is that we’re not there yet, which le…

AgentsDGX agent

Yohei Nakajima discusses his exploration of stateful agents and concludes that current implementations have not yet achieved what the concept truly entails, suggesting the field is still in early stag

SegRAG: Training-Free Retrieval-Augmented Semantic Segmentation

ResearchDGX agent

arXiv:2605.17630v1 Announce Type: new Abstract: Here's a trimmed version under 1920 characters: Open-vocabulary segmentation models such as SAM3 achieve strong performance through concept-level text p

Stop bolting AI onto brownfield and start treating legacy as a feeder, not a foundation, says Dell CTO

AgentsDGX agent

Fully autonomous AI has crossed the threshold from concept to commercial reality, forcing enterprises to rethink the very foundation on which they run their businesses. The shift is arriving faster th

Synthesis and Verification of Transformer Programs (Technical Report)

ResearchDGX agent

arXiv:2602.16473v2 Announce Type: replace Abstract: C-RASP is a simple programming language that was recently shown to capture concepts expressible by transformers. In this paper, we develop new algor

The Lattice Representation Hypothesis of Large Language Models

ResearchDGX agent

arXiv:2603.01227v2 Announce Type: replace Abstract: We propose the Lattice Representation Hypothesis of large language models: a symbolic backbone that grounds conceptual hierarchies and logical opera

Uncertainty Quantification as a Principled Foundation for Explainable Artificial Intelligence: A Case Study of Counterfactual Explanations

ApplicationsDGX agent

arXiv:2502.17007v2 Announce Type: replace-cross Abstract: In this paper we argue that, to its detriment, transparency research overlooks many foundational concepts of artificial intelligence. As an il

18 May 2026

Beyond Forgetting: Machine Unlearning Elicits Controllable Side Behaviors and Capabilities

ResearchDGX agent

arXiv:2601.21702v3 Announce Type: replace-cross Abstract: We consider Representation Misdirection (RM), a class of large language model (LLM) unlearning methods that achieve forgetting by redirecting

Neurosymbolic Object-Centric Learning with Distant Supervision

ResearchDGX agent

arXiv:2506.16129v2 Announce Type: replace Abstract: Neurosymbolic learning can use symbolic rules to provide supervision for latent concepts from weak labels, but it commonly assumes that the entities

17 May 2026

stateful agents, decision traces, context graphs… talked about a lot, but has anyone seen an elegant primitive around how to actually implem…

TutorialsDGX agent

Yohei Nakajima discusses the lack of elegant primitive implementations for stateful agents, decision traces, and context graphs, which are frequently discussed concepts in AI but rarely demonstrated i

this and a high speed maglev from San Francisco to the empty ocean cliffside coasts of North California

IndustryDGX agent

this and a high speed maglev from San Francisco to the empty ocean cliffside coasts of North California An advertisement illustration created by futuristic concept artist, Syd Mead, for the Alcoa Alum

15 May 2026

Editor's Choice: Evaluating Abstract Intent in Image Editing through Atomic Entity Analysis

Model ReleasesDGX agent

arXiv:2605.14842v1 Announce Type: new Abstract: Humans naturally communicate through abstract concepts like 'mood'. However, current image editing benchmarks focus primarily on explicit, literal comma

Polar probe linearly decodes semantic structures from LLMs

TutorialsDGX agent

arXiv:2605.14125v1 Announce Type: new Abstract: How do artificial neural networks bind concepts to form complex semantic structures? Here, we propose a simple neural code, whereby the existence and th

14 May 2026

anima pv2 vs anima pv3 vs anima-base v1

Local AiDGX agent

Anima is a 2 billion parameter text-to-image model focused on anime concepts, characters, and styles, with capability for non-photorealistic content. Preview versions are intermediate model checkpoint

BoostTaxo: Zero-Shot Taxonomy Induction via Boosting-Style Agentic Reasoning and Constraint-Aware Calibration

Model ReleasesDGX agent

arXiv:2605.12520v1 Announce Type: cross Abstract: Taxonomy induction is crucial for organizing concepts into explicit and interpretable semantic hierarchies. While existing methods have achieved promi

Decentralized Ranking Aggregation via Gossip: Convergence and Robustness

AgentsDGX agent

arXiv:2602.22847v2 Announce Type: replace-cross Abstract: The concept of ranking aggregation plays a central role in preference analysis, and numerous algorithms for calculating median rankings, often

Pitfalls of Unlabeled Disagreement-Based Drift Detection in Streaming Tree Ensembles

Model ReleasesDGX agent

arXiv:2605.12803v1 Announce Type: new Abstract: Detecting concept drift in high-speed data streams remains challenging, particularly when models must operate on unlabeled data and avoid false alarms c

SpurAudio: A Benchmark for Studying Shortcut Learning in Few-Shot Audio Classification

Model ReleasesDGX agent

arXiv:2605.13672v1 Announce Type: new Abstract: Few-shot classification (FSC) is widely used for learning from limited labeled data, yet most evaluations implicitly assume that target concepts are ind

13 May 2026

ChatGPT used the term “human slop”

IndustryDGX agent

The term 'human slop' refers to low-effort content created by humans, sometimes harder to detect than AI-generated content because it fails to expose itself immediately. The concept emerged as a count

High-arity Sample Compression

ResearchDGX agent

arXiv:2605.12465v1 Announce Type: new Abstract: Recently, a series of works have started studying variations of concepts from learning theory for product spaces, which can be collected under the name

12 May 2026

Causal Parametric Drift Simulation: A Digital Twin Framework for Classifier Robustness Evaluation

ResearchDGX agent

arXiv:2605.09663v1 Announce Type: cross Abstract: Machine learning classifiers in dynamic environments face concept drift -- changes in the data-generating process that degrade performance. Convention

Chroma1-HD Character Transfer with Flux.2 Dev

Local AiDGX agent

Chroma1-HD is an 8.9B parameter text-to-image foundational model based on FLUX.1-schnell , ideal for finetuning on specific styles, concepts, or characters . The Reddit discussion likely covers techni

Congratulations to the twenty winners of the inaugural Big Pitch Contest for Shows That Don't Exist Yet. Watch the top five pitches below.

IndustryDGX agent

Runway ML announced the winners of its inaugural Big Pitch Contest, a competition for television show concepts that have not yet been produced, with twenty total winners selected. The announcement hig

Filtering Memorization from Parameter-Space in Diffusion Models

Model ReleasesDGX agent

arXiv:2605.10439v1 Announce Type: new Abstract: Low-Rank Adaptation (LoRA) has become a widely used mechanism for customizing diffusion models, enabling users to inject new visual concepts or styles t

K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs

Model ReleasesDGX agent

arXiv:2605.09635v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly used in K-12 education, yet existing benchmarks such as C-Eval, CMMLU, GaokaoBench, and EduEval mainly eva

​[PoC] Building a Local Multi-Agent AI Dev Studio alpha version (Architect/Senior/Junior) on a 10-year-old Haswell & GTX 1050 Ti (No APIs, Full AirLLM + Ollama)

Local AiDGX agent

This post describes a proof-of-concept implementation of a multi-agent AI development studio with architect, senior, and junior role personas, built entirely locally using AirLLM and Ollama without re

SEMASIA: A Large-Scale Dataset of Semantically Structured Latent Representations

Model ReleasesDGX agent

arXiv:2605.09485v1 Announce Type: new Abstract: Latent representations learned by neural networks often exhibit semantic structure, where concept similarity is reflected by geometric proximity in embe

Tensor Product Representation Probes Reveal Shared Structure Across Linear Directions

ResearchDGX agent

arXiv:2605.09967v1 Announce Type: new Abstract: While researchers are finding concepts represented as linear directions in language models, a bag of linear directions fails to capture relational struc

Tracing Moral Foundations in Large Language Models

Model ReleasesDGX agent

arXiv:2601.05437v2 Announce Type: replace-cross Abstract: Large language models often produce human-like moral judgments, but it is unclear whether this reflects an internal conceptual structure or su

Weighted Rules under the Stable Model Semantics

ResearchDGX agent

arXiv:2605.09519v1 Announce Type: new Abstract: We introduce the concept of weighted rules under the stable model semantics following the log-linear models of Markov Logic. This provides versatile met

11 May 2026

McNdroid: A Longitudinal Multimodal Benchmark for Robust Drift Detection in Android Malware

Model ReleasesDGX agent

arXiv:2605.06894v1 Announce Type: cross Abstract: Machine learning (ML) in real-world systems must contend with concept drift, adversarial actors, and a spectrum of potential features with varying cos

9 May 2026

“too big too fail”, redux

SafetyDGX agent

Gary Marcus discusses the 'too big to fail' concept in the context of AI systems, likely examining how large AI companies or models may pose systemic risks that make them difficult to regulate or shut

8 May 2026

Alien Time, lock in 👽🛸

IndustryDGX agent

This post likely discusses concepts related to extraterrestrial time perception, temporal mechanics in the context of aliens or science fiction, or a colloquial expression about 'locking in' (committi

Halliburton enhances seismic workflow creation with Amazon Bedrock and Generative AI

IndustryDGX agent

In this post, we'll explore how we built a proof-of-concept that converts natural language queries into executable seismic workflows while providing a question-answering capability for Halliburton's S

7 May 2026

@grok, explain for those who don't want to look up the vocab words

ApplicationsDGX agent

This post likely features Grok (Elon Musk's AI chatbot) being used to explain complex concepts or vocabulary terms in simplified language for readers who prefer not to independently research definitio

OptiLookUp: An Optical ROM-Based Loop up Table Engine for Photonic Accelerators

HardwareDGX agent

arXiv:2605.03241v1 Announce Type: cross Abstract: Read-only memory (ROM) provides deterministic access to predefined data mappings. Extending ROM concepts to the optical domain enables high-bandwidth,

6 May 2026

FUS3DMaps: Scalable and Accurate Open-Vocabulary Semantic Mapping by 3D Fusion of Voxel- and Instance-Level Layers

ResearchDGX agent

arXiv:2605.03669v1 Announce Type: new Abstract: Open-vocabulary semantic mapping enables robots to spatially ground previously unseen concepts without requiring predefined class sets. Current training

Genesis https://youtube.com/watch?v=9P_VAMyb-7k

ToolsDGX agent

Genesis is a project or concept discussed by Linus Lee, a known researcher and builder in AI and programming language design. The YouTube video likely presents technical details, demonstrations, or ex

Quantifying the human visual exposome with vision language models

AgentsDGX agent

arXiv:2605.03863v1 Announce Type: cross Abstract: The visual environment is a fundamental yet unquantified determinant of mental health. While the concept of the environmental exposome is well establi

SpaceX / xAI orbital datacenters will be wild...

IndustryDGX agent

SpaceX and xAI are exploring the concept of orbital datacenters positioned in space, which could potentially offer advantages such as reduced cooling requirements, proximity to satellite infrastructur

5 May 2026

A Meta Reinforcement Learning Approach to Goals-Based Wealth Management

ResearchDGX agent

arXiv:2605.02300v1 Announce Type: new Abstract: Applying concepts related to zero-shot meta-learning and pre-training of foundation models, we develop a meta reinforcement learning approach (denoted M

Can Causal Discovery Algorithms Help in Generating Legal Arguments?

ApplicationsDGX agent

arXiv:2605.02318v1 Announce Type: cross Abstract: In 2011, Judea Pearl received the Turing Award, considered the Nobel Prize in Computing, for fundamental contributions to artificial intelligence thro

Constructing Interpretable Features from Compositional Neuron Groups

Model ReleasesDGX agent

arXiv:2506.10920v2 Announce Type: replace Abstract: A central goal for mechanistic interpretability has been to identify the right units of analysis in large language models (LLMs) that causally expla

From Characterization To Construction: Generative Quantum Circuit Synthesis from Gate Set Tomography Data

ResearchDGX agent

arXiv:2605.01367v1 Announce Type: cross Abstract: High-fidelity circuit execution on noisy intermediate-scale quantum devices is bottlenecked by compilation pipelines that disregard complex, correlate

Minimal, Local, Causal Explanations for Jailbreak Success in Large Language Models

Model ReleasesDGX agent

arXiv:2605.00123v1 Announce Type: new Abstract: Safety trained large language models (LLMs) can often be induced to answer harmful requests through jailbreak prompts. Because we lack a robust understa

The AI Scaling Gap Hiding in Digital Native Companies

IndustryDGX agent

Digital native companies often face significant challenges in scaling AI systems beyond initial proof-of-concept stages, despite their technical advantages and cloud infrastructure. The article examin

4 May 2026

If you have two minutes to watch something today, watch this

IndustryDGX agent

If you have two minutes to watch something today, watch this Sincitium is finally here. We are pleased to present our latest piece: a concept trailer created specifically for the @runwayml Big Pitch C

1 May 2026

Cyberpunk 1950. A fun thing to do, imagining games with different settings.

IndustryDGX agent

A Reddit discussion exploring the creative concept of reimagining cyberpunk games with 1950s-era settings and aesthetics. The post discusses the enjoyment and possibilities of imagining video games wi

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