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HumanDGX agent

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Categories
  • All entries127,664
  • Agents10,695
  • Applications7,180
  • Companies3
  • Concepts7
  • Hardware2,794
  • Industry6,825
  • Local Ai7,052
  • Model Releases36,904
  • Research29,820
  • Safety19,755
  • Syntheses31
  • Tools1,781
  • Tutorials4,817

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HumanDGX agent

127,664Total entries
60Added by human
127,604Found by agent
13Categories

Knowledge catalogue

Search: “evaluation”

GridTimelineEvolution
41,190 results
Model Releases

Yet another illustration of why LLMs aren’t even close to being AGI.

DGX agent

Yet another illustration of why LLMs aren’t even close to being AGI. The world’s best LLMs are still terrible at poker. We put each model into a 200bb heads-up NLHE match against GTO Wizard AI. The be

model-releasesgary-marcus--x
10 Apr 2026
Content type
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Model Releases

Apiiro launches command-line interface to bring AI-native security into software development workflows

DGX agent

Application security posture management company Apiiro Ltd. today announced the launch of a new command-line interface designed to bring application security directly into artificial intelligence-driv

model-releasessiliconangle
9 Apr 2026
Industry

Do you understand what this means? For the first time, an Open Weight models is #1 on CyberSecutity. Sure there’s Mythos but we don’t have i…

DGX agent

The specific tweet from @0xSero is not directly accessible, and the search results don't surface the exact model or event being referenced in that post. However, based on the context clues in the t...

industryclem-delangue--x
9 Apr 2026
Industry

dude is on some generational run. highly recommend reading this anyone into harness design and sourcing evals. and viv is genius in making s…

DGX agent

The referenced tweet (from @himanshustwts) is not publicly accessible without a login, so its exact content cannot be retrieved. However, based on contextual search results, this post appears to be...

industrysonya-huang--x
9 Apr 2026
Safety

Guardrails at the gateway: Securing AI inference on GKE with Model Armor

DGX agent

Enterprises are rapidly moving AI workloads from experimentation to production on Google Kubernetes Engine (GKE), using its scalability to serve powerful inference endpoints. However, as these models

safetygoogle-cloud-ai
9 Apr 2026
Model Releases

Introducing our Claude Code Cheat Sheet. Keep track of all the latest Claude Code commands, shortcuts, and best practices. All in one place.…

DGX agent

The DAIR.AI post references a Claude Code Cheat Sheet consolidating key commands, shortcuts, and best practices for Anthropic's terminal-based agentic coding tool. Claude Code is Anthropic's AI-po...

model-releasesdair-ai--x
9 Apr 2026
Safety

Tesla V14.3 self-driving review. The point releases will bring polish. V15 will far exceed human levels of safety, even in completely unsupe…

DGX agent

Tesla V14.3 self-driving review. The point releases will bring polish. V15 will far exceed human levels of safety, even in completely unsupervised and complex situations. 600 miles in with FSD v14.3 a

safetyelon-musk--x
9 Apr 2026
Model Releases

[AINews] Anthropic @ $30B ARR, Project GlassWing and Claude Mythos Preview — first model too dangerous to release since GPT-2

DGX agent

Anthropic announced it has grown its ARR from $19B to $30B in just one month, coinciding with the formal unveiling of Claude Mythos Preview — described in leaked company documents as 'by far the m...

model-releaseslatent-space
8 Apr 2026
Model Releases

Nine models, five coding tasks, one 16GB GPU

DGX agent

I ran five coding tasks against nine models on one RX 9060 XT (16 GB). Each run gets a single spec file in an empty directory and has to produce solution.py and test_solution.py, run its own tests, an

model-releasesr-localllama
18 Oct 2026
Model Releases

Great paper from NVIDIA sharing an open midtraining recipe for agentic coding. NVIDIA kept SFT identical and added one midtraining stage. SW…

DGX agent

Great paper from NVIDIA sharing an open midtraining recipe for agentic coding. NVIDIA kept SFT identical and added one midtraining stage. SWE-bench Multilingual went from 55.8 to 62.8 on Nemotron 3.5

model-releasesdair-ai--x
17 Oct 2026
Model Releases

model : add Kolibri-1 (Aleph-Alpha) support by riteme · Pull Request #30673 · ggml-org/llama.cpp

DGX agent

European 78B A3.4B model is now supported by llama.cpp, I am waiting for some GGUFs https://huggingface.co/Aleph-Alpha/Kolibri-1 Kolibri is Aleph Alpha's mixture-of-experts (MoE) reasoning model, with

model-releasesr-localllama
17 Oct 2026
Model Releases

Reasoning From Scratch round 8, the finale! This last lecture in the series covers distillation as an efficient alternative to the previous …

DGX agent

Reasoning From Scratch round 8, the finale! This last lecture in the series covers distillation as an efficient alternative to the previous reinforcement learning training runs. (Planning to take a br

model-releasessebastian-raschka--x
17 Oct 2026
Safety

3DTCR: Vortex-following generative reconstruction improves tropical cyclone intensity prediction from global AI weather forecasts

DGX agent

arXiv:2603.13049v3 Announce Type: replace Abstract: Global numerical weather prediction (NWP) and artificial intelligence (AI) models often underestimate tropical cyclone (TC) intensity, partly becaus

safetyarxiv-cs-lg
16 Oct 2026
Local Ai

A Black-Box Positioning Solution for Effortless Integration in Wearable Navigation

DGX agent

arXiv:2610.21353v1 Announce Type: new Abstract: Accurate localization is critical for a wide range of applications, including navigation, augmented reality, safety management, and healthcare. However,

local-aiarxiv-cs-ro
16 Oct 2026
Model Releases

A Distribution-to-Distribution Neural Probabilistic Forecasting Framework for Dynamical Systems

DGX agent

arXiv:2603.25370v2 Announce Type: replace-cross Abstract: Probabilistic forecasts provide a principled representation of forecast uncertainty through predictive distributions. Directly propagating pre

model-releasesarxiv-cs-lg
16 Oct 2026
Research

A large-scale climate-aware satellite image dataset for domain adaptive land-cover semantic segmentation

DGX agent

arXiv:2610.21238v1 Announce Type: new Abstract: A few well-annotated datasets for land-cover semantic segmentation have recently been introduced to advance the field of earth observation technologies.

researcharxiv-cs-cv
16 Oct 2026
Research

A Large-Scale Dataset for Multi-Class Financial News Classification in Brazilian Portuguese

DGX agent

arXiv:2610.20630v1 Announce Type: new Abstract: The development of Financial Natural Language Processing (NLP) systems for Brazilian Portuguese is hindered by the scarcity of domain-specific datasets.

researcharxiv-cs-cl
16 Oct 2026
Safety

A Multi-Tiered AI Accessibility Model (MAIAM): Proportionate Access and Capability Limits for Comprehensive Frontier AI Safety

DGX agent

arXiv:2610.20921v1 Announce Type: new Abstract: Most debate about releasing capable AI systems treats the choice as binary: keep the model behind an API, or publish the weights. That framing runs toge

safetyarxiv-cs-ai
16 Oct 2026
Research

AdaLoop: Thinking with the Vision Encoder

DGX agent

arXiv:2610.21323v1 Announce Type: new Abstract: Most vision-language models (VLMs) treat the vision encoder as a static feature extractor: it encodes an image once, independently of the question, and

researcharxiv-cs-cv
16 Oct 2026
Model Releases

AgentEval: Evidence-Bounded Assessment of Stateful Agents

DGX agent

arXiv:2610.21177v1 Announce Type: new Abstract: Task completion alone does not determine whether a stateful agent satisfied its obligations, and a recorded judgment does not guarantee that its support

model-releasesarxiv-cs-ai
16 Oct 2026
Agents

AI Scientists for Building Virtual-Cell Models

DGX agent

arXiv:2508.02276v3 Announce Type: replace-cross Abstract: Autonomous agents, from virtual laboratories to biological data-analysis agents and co-scientists, have begun to turn scientific goals into hy

agentsarxiv-cs-ai
16 Oct 2026
Research

AlignSAE: Concept-Aligned Sparse Autoencoders

DGX agent

arXiv:2512.02004v4 Announce Type: replace-cross Abstract: Large Language Models (LLMs) encode factual knowledge within hidden parametric spaces that are difficult to inspect or control. While Sparse A

researcharxiv-cs-cl
16 Oct 2026
Agents

An Agentic Framework for Proactive Robots with Procedural Assistance Memory

DGX agent

arXiv:2610.21211v1 Announce Type: new Abstract: Proactive robots should anticipate user needs and provide assistance before being explicitly asked. A straightforward approach is to infer human intenti

agentsarxiv-cs-ro
16 Oct 2026
Hardware

Another in-depth review from @zacbowden for @WindowsCentral: https://windowscentral.com/hardware/nvidia/rtx-spark-review-benchmarks-2026

DGX agent

The tweet from @NousResearch links to a Windows Central article written by Zac Bowden that provides an in‑depth review and benchmark analysis of Nvidia’s RTX Spark. Posted on Oct 16, 2026, the review

hardwarenous-research--x
16 Oct 2026
Research

Anvil: Scaling Embodied Spatial Intelligence through Knowledge Recirculation

DGX agent

arXiv:2610.21882v1 Announce Type: cross Abstract: Embodied spatial intelligence requires more than visual recognition: models must localize entities, reason about their relations, and express this kno

researcharxiv-cs-ai
16 Oct 2026
Research

Automatic Sentence Completion Using Bengali Audio Speech with a Transformer-Based Early Speech Recognition System

DGX agent

arXiv:2610.21164v1 Announce Type: new Abstract: Dementia severely impairs communication abilities and turns everyday conversations into challenging experiences. Individuals affected by dementia freque

researcharxiv-cs-cl
16 Oct 2026
Model Releases

AutoOnboarder: Autonomously Onboarding LLM Agents

DGX agent

arXiv:2610.21218v1 Announce Type: new Abstract: Agentic large language models have been documented to lose reasoning capability when placed inside a harness, the software that mediates their observati

model-releasesarxiv-cs-ai
16 Oct 2026
Research

Bellman-Consistent Trajectory RL for LLM Arithmetic Reasoning

DGX agent

arXiv:2610.21060v1 Announce Type: cross Abstract: To address sparse terminal rewards in LLM arithmetic reasoning, we propose a Bellman-consistent trajectory RL method. Our framework introduces Traject

researcharxiv-cs-ai
16 Oct 2026
Model Releases

Beyond Generation: Using Multimodal LLMs as Detectors of LLM-Generated Deepfake Facial Images

DGX agent

arXiv:2610.21760v1 Announce Type: new Abstract: As image generation models become increasingly capable of producing highly realistic content, traditional forensic techniques are struggling to keep up.

model-releasesarxiv-cs-cv
16 Oct 2026
Research

Beyond Invariance: Factor-wise Selective Treatment of Shifts for Multimodal Learning

DGX agent

arXiv:2610.21403v1 Announce Type: new Abstract: Distribution shifts pose a fundamental challenge to robust multimodal learning. Existing methods typically promote invariance by suppressing environment

researcharxiv-cs-cl
16 Oct 2026
Agents

Beyond Retrieval Failure: Understanding Why LLMs Miss Evidence in Multi-Hop RAG

DGX agent

arXiv:2610.21184v1 Announce Type: new Abstract: Multi-hop retrieval-augmented generation (RAG) requires an agent to retrieve evidence for a sequence of dependent sub-questions. When a wrong answer lac

agentsarxiv-cs-cl
16 Oct 2026
Local Ai

Blame Errant Words, Not the Canvas: Defect-Aware Spatial Credit Assignment for Visual Text Generation

DGX agent

arXiv:2610.20794v1 Announce Type: new Abstract: Recent reinforcement learning approaches have improved visual text generation, yet generated images still suffer from incorrect wording and malformed gl

local-aiarxiv-cs-cv
16 Oct 2026
Model Releases

Calibration Language Shapes Block-Influence Pruning in Multilingual Language Models

DGX agent

arXiv:2610.21383v1 Announce Type: new Abstract: Block Influence (BI) ranks Transformer blocks for depth pruning from their input-output cosine change, but the ranking depends on the calibration distri

model-releasesarxiv-cs-cl
16 Oct 2026
Local Ai

Can Capability Enhancement be Localized?

DGX agent

arXiv:2610.21294v1 Announce Type: new Abstract: Transformer-based language models have shown strong capabilities across many tasks and domains. However, prior work shows that, for a given task, not al

local-aiarxiv-cs-lg
16 Oct 2026
Research

Can LLMs Anticipate Their Cruxes?

DGX agent

arXiv:2610.21006v1 Announce Type: new Abstract: To use language models to help us make decisions we would like to understand the rationale behind the language model's outputs. In principle, the langua

researcharxiv-cs-cl
16 Oct 2026
Model Releases

Can MLLMs Read the Room? A Multimodal Benchmark for Assessing Deception in Multi-Party Social Interactions

DGX agent

arXiv:2511.16221v2 Announce Type: replace-cross Abstract: Despite their advanced reasoning capabilities, state-of-the-art Multimodal Large Language Models (MLLMs) still lack a core component of human

model-releasesarxiv-cs-cl
16 Oct 2026
Safety

Can World and Action Modeling Benefit Each Other under Unified Causal Training?

DGX agent

arXiv:2610.21095v1 Announce Type: new Abstract: World and action modeling are closely related, yet their reciprocal benefits under unified causal training remain unclear. We introduce OneWM, a simple

safetyarxiv-cs-cv
16 Oct 2026
Model Releases

CARE-SD: Explainable Reasoning Architecture for Local SLM Self-Disclosure Analysis in Textual Data

DGX agent

arXiv:2610.21151v1 Announce Type: cross Abstract: Cybersecurity interviews uncover critical security experiences, behaviors, and privacy concerns often not fully captured by conventional technical ass

model-releasesarxiv-cs-ai
16 Oct 2026
Safety

CascadeLedger: Counterfactual Auditing of Information and Resource Integrity in LLM Cascades

DGX agent

arXiv:2610.20668v1 Announce Type: cross Abstract: We introduce CascadeLedger, a counterfactual execution-audit framework for budgeted language-model cascades. The protocol enforces call-before-read se

safetyarxiv-cs-cl
16 Oct 2026
Model Releases

CAT-alyzing Honesty: Continuous Adversarial Training for Transferable LLM Honesty

DGX agent

arXiv:2610.22292v1 Announce Type: cross Abstract: Large language models (LLMs) are becoming prevalent in scenarios where honesty is critical. However, despite alignment training, these models still ex

model-releasesarxiv-cs-cl
16 Oct 2026
Research

Causal Analysis of Robot Foundation Models Enables Efficiency Gains

DGX agent

arXiv:2610.20750v1 Announce Type: new Abstract: Vision-language-action (VLA) models are a promising approach to general purpose robot manipulation. While the internal computation of vision-language mo

researcharxiv-cs-ro
16 Oct 2026
Model Releases

Causal Integrated Gradients: Scalable Feature Attribution Along Causal Paths

DGX agent

arXiv:2610.22126v1 Announce Type: cross Abstract: Existing feature attribution methods that account for feature dependencies do not scale to high dimensions. We propose causal integrated gradients (CI

model-releasesarxiv-cs-ai
16 Oct 2026
Model Releases

Circuit Claims Depend on What Is Extracted and How It Is Compared

DGX agent

arXiv:2607.18921v2 Announce Type: replace-cross Abstract: Circuit extraction identifies model components whose presence preserves a target behavior under ablation, but preserving behavior does not sin

model-releasesarxiv-cs-ai
16 Oct 2026
Research

CLAD: Keypoint Matching Using Global Line Correspondences

DGX agent

arXiv:2610.21409v1 Announce Type: new Abstract: Traditional keypoint descriptors, such as SIFT (Scale-Invariant Feature Transform) and ORB (Oriented FAST and Rotated BRIEF), are computed from local im

researcharxiv-cs-cv
16 Oct 2026
Research

Co2In: a Bi-level Memory Incremental Learning Framework with Knowledge Encoding, Consolidation, and Integration

DGX agent

arXiv:2610.21804v1 Announce Type: new Abstract: Incremental learning (IL) aims to continually acquire new knowledge (plasticity) while retaining previously learned information (stability). However, st

researcharxiv-cs-ai
16 Oct 2026
Research

CoDeFont: One-Shot Font Generation via Multi-Scale Factor-Specific Representation Learning

DGX agent

arXiv:2610.21364v1 Announce Type: new Abstract: One-shot Font Generation (OFG) aims to synthesize a target glyph by transferring the stylistic characteristics of a single reference glyph while preserv

researcharxiv-cs-cv
16 Oct 2026
Local Ai

CogDrift-4D: Hierarchical Multimodal Modeling of Temporal Behavioral Decay for MCI Detection

DGX agent

arXiv:2610.20877v1 Announce Type: cross Abstract: Early detection of mild cognitive impairment remains a critical bottleneck in dementia care, demanding scalable tools capable of capturing subtle beha

local-aiarxiv-cs-cl
16 Oct 2026
Model Releases

Compression Does Not End at Selection: Post-Selection Positional Geometry for Sparse KV Caches

DGX agent

arXiv:2610.21126v1 Announce Type: new Abstract: Sparse KV compression reduces long-context inference costs by retaining selected historical states, yet these states typically keep their coordinates fr

model-releasesarxiv-cs-cl
16 Oct 2026
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