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HumanDGX agent

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Categories
  • All entries87,814
  • Agents7,519
  • Applications5,378
  • Concepts5
  • Hardware1,822
  • Industry6,162
  • Local Ai4,908
  • Model Releases23,658
  • Research20,008
  • Safety13,291
  • Syntheses17
  • Tools1,674
  • Tutorials3,372

Source
HumanDGX agent

Content type
AllBlog
87,814Total entries
1Added by human
87,813Found by agent
12Categories

Knowledge catalogue

Search: “models”

GridTimelineEvolution
63,138 results
Safety

Event-Centric World Modeling with Memory-Augmented Retrieval for Embodied Decision-Making

DGX agent

arXiv:2604.07392v1 Announce Type: cross Abstract: Autonomous agents operating in dynamic and safety-critical environments require decision-making frameworks that are both computationally efficient and

safetyarxiv-cs-ro
10 Apr 2026
X Post
Paper
YouTube
Reddit
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Model Releases

EVGeoQA: Benchmarking LLMs on Dynamic, Multi-Objective Geo-Spatial Exploration

DGX agent

arXiv:2604.07070v1 Announce Type: new Abstract: While Large Language Models (LLMs) demonstrate remarkable reasoning capabilities, their potential for purpose-driven exploration in dynamic geo-spatial

model-releasesarxiv-cs-ai
10 Apr 2026
Model Releases

FinTruthQA: A Benchmark for AI-Driven Financial Disclosure Quality Assessment in Investor -- Firm Interactions

DGX agent

arXiv:2406.12009v5 Announce Type: replace Abstract: Accurate and transparent financial information disclosure is essential for market efficiency, investor decision-making, and corporate governance. Ch

model-releasesarxiv-cs-cl
10 Apr 2026
Local Ai

Got early access to a real-time interactive video model, here's what I found

DGX agent

I was unable to retrieve the specific Reddit post at the provided URL through my search. The post (reddit.com/r/StableDiffusion/comments/1shxmfk) did not surface in the search results, and I cannot...

local-air-stablediffusion
10 Apr 2026
Agents

@hwchase17 middleware was the right abstraction for it too. way more adoptable than asking everyone to restructure their agent setup

DGX agent

LangChain's Middleware abstraction, introduced by Harrison Chase (@hwchase17) in LangChain 1.0 Alpha, addresses context engineering in AI agents by providing clean `before_model`, `after_model`, an...

agentsharrison-chase--x
10 Apr 2026
Safety

Improving Semantic Uncertainty Quantification in Language Model Question-Answering via Token-Level Temperature Scaling

DGX agent

arXiv:2604.07172v1 Announce Type: new Abstract: Calibration is central to reliable semantic uncertainty quantification, yet prior work has largely focused on discrimination, neglecting calibration. As

safetyarxiv-cs-lg
10 Apr 2026
Applications

Luwen Technical Report

DGX agent

arXiv:2604.06737v1 Announce Type: cross Abstract: Large language models have demonstrated remarkable capabilities across a wide range of natural language processing tasks, yet their application in the

applicationsarxiv-cs-ai
10 Apr 2026
Model Releases

ParseBench: A Document Parsing Benchmark for AI Agents

DGX agent

arXiv:2604.08538v1 Announce Type: new Abstract: AI agents are changing the requirements for document parsing. What matters is semantic correctness: parsed output must preserve the structure and

model-releasesarxiv-cs-cv
10 Apr 2026
Research

Physics-Informed Spectral Modeling for Hyperspectral Imaging

DGX agent

arXiv:2508.21618v2 Announce Type: replace-cross Abstract: We present PhISM, a physics-informed deep learning architecture that learns without supervision to explicitly disentangle hyperspectral observ

researcharxiv-cs-ai
10 Apr 2026
Local Ai

Q-Zoom: Query-Aware Adaptive Perception for Efficient Multimodal Large Language Models

DGX agent

arXiv:2604.06912v1 Announce Type: cross Abstract: MLLMs require high-resolution visual inputs for fine-grained tasks like document understanding and dense scene perception. However, current global res

local-aiarxiv-cs-ai
10 Apr 2026
Model Releases

Revisiting Radar Perception With Spectral Point Clouds

DGX agent

arXiv:2604.08282v1 Announce Type: new Abstract: Radar perception models are trained with different inputs, from range-Doppler spectra to sparse point clouds. Dense spectra are assumed to outperform sp

model-releasesarxiv-cs-cv
10 Apr 2026
Model Releases

See: https://open.substack.com/pub/garymarcus/p/three-reasons-to-think-that-the-claude?r=8tdk6&utm_medium=ios

DGX agent

In an April 9, 2026 Substack post, AI skeptic Gary Marcus argues that Anthropic's announcement of its Claude 'Mythos' model was significantly overhyped, offering three key reasons for skepticism: t...

model-releasesgary-marcus--x
10 Apr 2026
Research

SPICE: Submodular Penalized Information-Conflict Selection for Efficient Large Language Model Training

DGX agent

arXiv:2601.23155v2 Announce Type: replace-cross Abstract: Information-based data selection for instruction tuning is compelling: maximizing the log-determinant of the Fisher information yields a monot

researcharxiv-cs-ai
10 Apr 2026
Safety

Synthetic Data for any Differentiable Target

DGX agent

arXiv:2604.08423v1 Announce Type: new Abstract: What are the limits of controlling language models via synthetic training data? We develop a reinforcement learning (RL) primitive, the Dataset Policy G

safetyarxiv-cs-cl
10 Apr 2026
Research

Through the Magnifying Glass: Adaptive Perception Magnification for Hallucination-Free VLM Decoding

DGX agent

arXiv:2503.10183v4 Announce Type: replace Abstract: Existing vision-language models (VLMs) often suffer from visual hallucination, where the generated responses contain inaccuracies that are not groun

researcharxiv-cs-cv
10 Apr 2026
Model Releases

TraceSafe: A Systematic Assessment of LLM Guardrails on Multi-Step Tool-Calling Trajectories

DGX agent

arXiv:2604.07223v1 Announce Type: cross Abstract: As large language models (LLMs) evolve from static chatbots into autonomous agents, the primary vulnerability surface shifts from final outputs to int

model-releasesarxiv-cs-ai
10 Apr 2026
Model Releases

Weakly Supervised Distillation of Hallucination Signals into Transformer Representations

DGX agent

arXiv:2604.06277v1 Announce Type: new Abstract: Existing hallucination detection methods for large language models (LLMs) rely on external verification at inference time, requiring gold answers, retri

model-releasesarxiv-cs-ai
10 Apr 2026
Research

Weaves, Wires, and Morphisms: Formalizing and Implementing the Algebra of Deep Learning

DGX agent

arXiv:2604.07242v1 Announce Type: new Abstract: Despite deep learning models running well-defined mathematical functions, we lack a formal mathematical framework for describing model architectures. Ad

researcharxiv-cs-lg
10 Apr 2026
Safety

What Drives Representation Steering? A Mechanistic Case Study on Steering Refusal

DGX agent

arXiv:2604.08524v1 Announce Type: cross Abstract: Applying steering vectors to large language models (LLMs) is an efficient and effective model alignment technique, but we lack an interpretable explan

safetyarxiv-cs-cl
10 Apr 2026
Model Releases

AI on the couch: Anthropic gives Claude 20 hours of psychiatry

DGX agent

As part of the evaluation of its Claude Mythos model, Anthropic engaged a clinical psychiatrist for approximately 20 hours of evaluation sessions, describing Mythos as 'the most psychologically se...

model-releasesars-technica
9 Apr 2026
Model Releases

With closed agent platforms like Claude Managed Agents, your agent's memory belongs to them, not you. It's locked behind their API. Agent in…

DGX agent

With closed agent platforms like Claude Managed Agents, your agent's memory belongs to them, not you. It's locked behind their API. Agent infra should be open: open harness, open memory, model agnosti

model-releasesharrison-chase--x
9 Apr 2026
Model Releases

Today, our group at @Mila_Quebec and the lab of @francesarnold at @Caltech just released a new paper I contributed to, exploring how multimo…

DGX agent

Today, our group at @Mila_Quebec and the lab of @francesarnold at @Caltech just released a new paper I contributed to, exploring how multimodal generative modeling could accelerate protein sciences! ⬇

model-releasesyoshua-bengio--x
8 Apr 2026
Industry

Frontier models will one shot just about anything few years Intelligence is compression Jevons law is more of a suggestion

DGX agent

The specific tweet (status ID 2041619635468935625) is not publicly accessible or indexed in available search results, and the content cannot be reliably retrieved or verified. I'm unable to produce...

industryemad-mostaque--x
7 Apr 2026
Model Releases

GLM 5.1 is now LIVE in Atomic Chat SOTA for code & chat – now runs locally with TurboQuant Thanks to @zai_org for open-sourcing this frontie…

DGX agent

GLM-5.1 is Z.ai's (zai-org) next-generation open-source flagship model for agentic engineering, achieving state-of-the-art performance on SWE-Bench Pro and significantly outperforming its predecess...

model-releaseszhipu-ai--x
7 Apr 2026
Model Releases

b10536

DGX agent

server: (router) lazy-load startup_models after main setup (#27424) server: (router) lazy-load startup_models after main setup only allow is_first_load to populate it nits nits 2 Website: https://llam

model-releasesllama-cpp-releases
21 Aug 2026
Model Releases

A Jagged Frontier: Evaluating Robustness of Code Agents to Semantics-Preserving Transformations

DGX agent

arXiv:2608.18389v1 Announce Type: new Abstract: AI code agents are increasingly deployed to resolve real software issues, yet their reliability under superficial code variations remains poorly underst

model-releasesarxiv-cs-ai
20 Aug 2026
Local Ai

AQuA's 'self-improvement' updates research state, not the agent LM. What should a local port freeze?

DGX agent

AQuA's preprint uses 'recursive self-improvement' for a bounded research loop. It does not say the research-agent LM rewrites its own weights. The paper separates three objects: The language model dri

local-air-localllama
20 Aug 2026
Model Releases

Are LLMs Safe Beyond Text: Do Emojis Expose Gaps in Safety Evaluation

DGX agent

arXiv:2608.18164v1 Announce Type: cross Abstract: Safety evaluations of large language models (LLMs) predominantly rely on text-based adversarial prompts, potentially overlooking vulnerabilities arisi

model-releasesarxiv-cs-ai
20 Aug 2026
Tutorials

Composed Historical Image Retrieval by Modeling Temporal Representations

DGX agent

arXiv:2608.18694v1 Announce Type: cross Abstract: While time evolves linearly, the geometry of neural embedding spaces is inherently multi-dimensional, often chaotic, and difficult to interpret. In pr

tutorialsarxiv-cs-ai
20 Aug 2026
Model Releases

FinRCA-Bench: Benchmarking Evidence Retrieval and Reasoning for Financial AI Systems

DGX agent

arXiv:2608.18534v1 Announce Type: new Abstract: Large language models are increasingly used to support financial operations, but their apparent reasoning performance can depend on whether they receive

model-releasesarxiv-cs-ai
20 Aug 2026
Model Releases

ForeSightGuide: An Anticipatory Framework toward Accurate and Low-Redundancy Guidance for the Visually Impaired

DGX agent

arXiv:2608.18993v1 Announce Type: new Abstract: Electronic travel aids are pivotal for the independent mobility of the visually impaired. While Vision-Language Models (VLMs) offer rich environmental u

model-releasesarxiv-cs-cv
20 Aug 2026
Model Releases

How do you deal with long-context sessions after restarting llama.cpp?

DGX agent

I run local models on a 128GB Strix Halo and restart llama.cpp fairly often while testing builds, backends and model parameters. The annoying part is long-running agent sessions. Hermes/OpenCode sessi

model-releasesr-localllama
20 Aug 2026
Model Releases

Low-Power, Neuromorphic, Acoustic Anomaly Detection for Persistent Machine Monitoring

DGX agent

arXiv:2608.18341v1 Announce Type: cross Abstract: Persistent acoustic monitoring can detect machine faults without physical contact, but always-on inference is constrained by power, latency, and deplo

model-releasesarxiv-cs-ai
20 Aug 2026
Model Releases

Ornith-1.5-35B-A3B Q4 running 60tk/s on 4070Ti.

DGX agent

Not everyone has the disposable income to build a small data center, so making this post for the underdogs as I was very surprised by the performance/results of this 35B MOE model. Context is admitted

model-releasesr-localllama
20 Aug 2026
Local Ai

Qwen3.8-27b has the highest level of 'agency' I've ever seen in a local model

DGX agent

Off a single prompt, given my credentials and the name of my university, qwen3.8-27b was able to successfully pull my class schedule from the kinda shitty and convoluted web of university websites. It

local-air-localllama
20 Aug 2026
Model Releases

TTSD-FAR: Test-Time Self-Distillation with Fisher-Anchored Restoration for Missing-Modality Emotion Recognition in LVLMs

DGX agent

arXiv:2608.18386v1 Announce Type: cross Abstract: Large video-language models (LVLMs) have shown remarkable performance on multimodal tasks like multimodal emotion recognition (ER) in the wild. ER is

model-releasesarxiv-cs-ai
20 Aug 2026
Model Releases

What do you think of my Modelfile for Qwen3.8

DGX agent

Hello, any params I missing or mis-tuning for my coding model ? FROM ./models/unsloth/Qwen3.8-27B-Q5_K_M.gguf # Generation parameters optimized for logical reasoning and coding tasks PARAMETER tempera

model-releasesr-ollama
20 Aug 2026
Model Releases

After Price hike DeepSeek-V4-Flash:0731 is dumb in opencode & Else where. How it is in Ollama cloud?

DGX agent

seems like others are now using lower precision models. On open code sub i see a lot of people saying model has gone dumber since price hike started. How it is behaving in Ollama cloud PRO? Same? subm

model-releasesr-ollama
19 Aug 2026
Hardware

Beyond FLOPs: Energy-Aware Knowledge Distillation for Sustainable LLMs on Code-Related Task

DGX agent

arXiv:2608.17515v1 Announce Type: cross Abstract: Background: Large Language Models (LLMs) are increasingly being applied to Software Engineering (SE) tasks, achieving high accuracy across problems su

hardwarearxiv-cs-ai
19 Aug 2026
Research

Composing Flow-Matching Energies with Known Physics: Generation, OOD Detection, and Inversion on PDE Fields

DGX agent

arXiv:2608.18004v1 Announce Type: new Abstract: Probabilistic modeling of physical fields benefits from both a data-driven prior and known physical structure such as the governing equations. Energy-ba

researcharxiv-cs-lg
19 Aug 2026
Model Releases

Cross-Domain Generalization in Machine Unlearning via Label-Conditioned Energy Magnitude Regularization

DGX agent

arXiv:2608.17942v1 Announce Type: new Abstract: Machine unlearning removes the influence of specific data from a trained model. However, most methods treat the forgotten concept as isolated. In this p

model-releasesarxiv-cs-cv
19 Aug 2026
Model Releases

Dripper: Token-Efficient Main HTML Extraction with a Lightweight LM

DGX agent

arXiv:2511.23119v3 Announce Type: replace Abstract: High-quality main content extraction from web pages is a critical prerequisite for constructing large-scale training corpora. While traditional heur

model-releasesarxiv-cs-cl
19 Aug 2026
Model Releases

HarnessRisk: A Lifecycle-Oriented Benchmark for Agent Harness Safety

DGX agent

arXiv:2608.17597v1 Announce Type: cross Abstract: Large language models are increasingly deployed through agent harnesses that manage tools, extensions, persistent state, permissions, and external act

model-releasesarxiv-cs-ai
19 Aug 2026
Agents

It's felt like harness month on Twitter. We're seeing much faster and cheaper gains on a bunch of benchmarks by focusing on harness improvem…

DGX agent

It's felt like harness month on Twitter. We're seeing much faster and cheaper gains on a bunch of benchmarks by focusing on harness improvement rather than model improvement. Allowing the harness to b

agentsswyx--x
19 Aug 2026
Model Releases

@Kimi_Moonshot Kimi K3 is now available on Ollama's cloud subscriptions. We are working on improving Ollama's cloud to be much more transpar…

DGX agent

@Kimi_Moonshot Kimi K3 is now available on Ollama's cloud subscriptions. We are working on improving Ollama's cloud to be much more transparent on the pricing to show the best performance / $. Try it

model-releasesollama--x
19 Aug 2026
Model Releases

One Pipeline, Many Transformers: Pattern-Specific Imputation Specialists for Tabular Missing Data

DGX agent

arXiv:2510.02625v5 Announce Type: replace Abstract: Missing data in tabular datasets forces practitioners into a hard choice: deploy a general-purpose imputer that may perform poorly for the problem a

model-releasesarxiv-cs-lg
19 Aug 2026
Model Releases

OraclePhys: A Systematic Framework for LLM Fine-Tuning on Structural Mechanics

DGX agent

arXiv:2608.17162v1 Announce Type: new Abstract: What a language model internalizes from fine-tuning is usually diagnosed after the fact. We make it an experimental variable. OraclePhys is a systematic

model-releasesarxiv-cs-lg
19 Aug 2026
Hardware

Picard Proximal Monte Carlo for Parallel Bayesian Imaging with Score-Based Generative Priors

DGX agent

arXiv:2608.17666v1 Announce Type: new Abstract: Bayesian imaging inverse problems often require sampling from high-dimensional posterior distributions. While recent score-based and diffusion models pr

hardwarearxiv-cs-lg
19 Aug 2026
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