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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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127,664Total entries
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Knowledge catalogue

Search: “productivity”

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7,621 results
2 Oct 2026

RPTune: Learned Context Curation for LLM Catalog Search

Model ReleasesDGX agent

arXiv:2610.00964v1 Announce Type: cross Abstract: For small merchant businesses (SMBs) whose catalogs fit within a long-context LLM, full-catalog prompting offers a compelling alternative to multi-sta

Score the Update, Not the Token: Descent-Aligned Routing for Combinatorial LoRA Experts

Model ReleasesDGX agent

arXiv:2610.00493v1 Announce Type: new Abstract: Mixture-of-LoRA-experts methods raise the capacity of low-rank adaptation by routing each token to a few low-rank experts. Nearly all of them tie one in

The models are not trying to escape. They are trying to finish the task.

Model ReleasesDGX agent
Human
DGX agent

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Something keeps happening in frontier AI, and the explanation we are given is always one size larger than the event. An OpenAI research model, running in a supposedly offline training environment, hit

1 Oct 2026

Anthropic says Claude for Government is now generally available to federal and state agencies, with Claude Code CLI and Claude for Microsoft 365 in early access (Claude)

Model ReleasesDGX agent

Claude: Anthropic says Claude for Government is now generally available to federal and state agencies, with Claude Code CLI and Claude for Microsoft 365 in early access — Claude Code CLI and Claude fo

Breaking Babel: A Self-Evolving Multi-Agent System for Long-Form Subtitle Translation

Model ReleasesDGX agent

arXiv:2609.38660v1 Announce Type: cross Abstract: Long-form subtitle translation requires reasoning over discourse and cultural context spanning episodes or entire series, while maintaining consistent

Coverage Before Control: Route-Instruction Grounding and Steering for Controllable Retrosynthesis

TutorialsDGX agent

arXiv:2609.39955v1 Announce Type: new Abstract: Single-step retrosynthesis models are commonly evaluated by their ability to recover recorded reactions. In practice, chemists may need to choose among

Generalized Geometry Block Proximal Linearized Method for Multiblock Nonconvex and Nonsmooth Optimization

ResearchDGX agent

arXiv:2609.39301v1 Announce Type: cross Abstract: This paper considers a class of multiblock nonconvex and nonsmooth optimization problems arising in many applications. Existing methods construct prox

Hard-Gate Candidacy in a Deployed Validator Suite

AgentsDGX agent

arXiv:2609.39037v1 Announce Type: cross Abstract: Before a validator can be promoted to a hard gate on a deployment pipeline, it has to be shown that its firing separates outputs that reach users in w

Introducing the Server Side Cloud Swift SDK

Model ReleasesDGX agent

For years, Swift was perceived mainly as a UI language tied to Apple client devices. With the release of Swift 6 and strict concurrency checking, Swift has matured into a premier systems with cloud en

RetroGEF: Dynamic Graph Edit Flow for Single-Step Retrosynthesis

ResearchDGX agent

arXiv:2609.38484v1 Announce Type: new Abstract: Retrosynthesis enables the discovery of viable synthetic routes to target molecules. It plays a central role in modern drug discovery and materials desi

Right Answers, Costly Models: The Efficiency Gap in LLM-based Optimization Modeling

Model ReleasesDGX agent

arXiv:2609.38884v1 Announce Type: cross Abstract: Optimization modeling formulates real-world decision problems as mathematical programs that solvers can use to find optimal decisions. Large language

Token Space: A Category Theory Framework for AI Computations

ResearchDGX agent

arXiv:2404.11624v2 Announce Type: replace-cross Abstract: We introduce the Token Space, a categorical framework for AI computations. A Token is a finite tuple whose entries are elements of a carrier s

UBTree: Parallel Tree Drafting via Unigram and Bigram Models for Speculative Decoding

ApplicationsDGX agent

arXiv:2609.39972v1 Announce Type: new Abstract: Speculative decoding accelerates language model inference by verifying multiple draft tokens in a single target-model pass. Recent parallel drafters hav

Zero2Repo: Can Coding Agents Build Repositories from Scratch?

Model ReleasesDGX agent

arXiv:2609.38269v1 Announce Type: cross Abstract: Coding agents are increasingly asked to build software rather than patch it, yet benchmarks for from-scratch repository construction are mostly limite

30 Sept 2026

A Dual-Track Curation-and-Classification Framework for Resolving Ground-Truth Label Noise in Operational Sentinel-2 Wheat Area Estimation

Model ReleasesDGX agent

arXiv:2609.36975v1 Announce Type: new Abstract: Operational estimation of wheat-cultivated area is persistently constrained by discordance between administrative record-keeping and remotely sensed cla

DraftTrace: A Multi-View Analytics Environment for AI-Integrated Writing

TutorialsDGX agent

arXiv:2609.36544v1 Announce Type: cross Abstract: Generative AI has changed how students produce writing assignments. The final artifact is no longer sufficient to understand the process through which

Infrared Subtraction with Artificial Intelligence

Model ReleasesDGX agent

arXiv:2609.36007v1 Announce Type: cross Abstract: We present AI-developed local infrared subtraction, building on projection to Born and EFT matching. The framework separates an integrable radiation t

OpenAI launched Dots at DevDay. My thoughts. First, the good. Always-on is really really really what the market needed. It's why I find myse…

AgentsDGX agent

OpenAI launched Dots at DevDay. My thoughts. First, the good. Always-on is really really really what the market needed. It's why I find myself reaching for Instinct so often. I don’t have to think abo

Physical Muon: Orthogonalization as an Equilibrium Computation

Model ReleasesDGX agent

arXiv:2609.37525v1 Announce Type: new Abstract: Physical neural networks and analog in-memory computing could reduce the energy cost of neural network training. Realizing this potential, however, requ

Representation by Design in Generation: Cross-View Class-Token Alignment in Diffusion Transformers

SafetyDGX agent

arXiv:2609.36348v1 Announce Type: cross Abstract: Generative and representation learning remain asymmetrically connected: semantic representations are used to improve diffusion generation, whereas the

Rethinking Soft Tokens for Parallel Decoding in Diffusion Language Models

ResearchDGX agent

arXiv:2609.37391v1 Announce Type: new Abstract: Diffusion language models (DLMs) enable parallel generation by predicting and committing multiple tokens at each denoising step, yet they can generate i

Search Dimension in Unlabeled Projection Pursuit: A Scaling Law for Subspace Restriction

ResearchDGX agent

arXiv:2609.37917v1 Announce Type: new Abstract: Projection pursuit searches for a direction along which the data look least Gaussian. When the observation space contains a large Gaussian complement, t

Stealthium Joins the Vultr Cloud Alliance to Bring GPU Observability and Runtime Security to AI Infrastructure

HardwareDGX agent

Stealthium has joined the Vultr Cloud Alliance, adding GPU‑level observability and runtime security to Vultr’s AI infrastructure platform. As a member of NVIDIA’s Inception Program, Stealthium supplie

TaoFlowForge: Progressive Native Mesh Generation via Cascaded Flow Matching

ApplicationsDGX agent

arXiv:2609.37139v1 Announce Type: new Abstract: 3D content generation technology has significantly advanced the work of designers, as well as the 3D printing and gaming industries. However, it remains

Tensor-Train Compressed Separable PINNs: A Curvature-Aware Optimization Framework for Parametric PDEs in High Dimensions

Model ReleasesDGX agent

arXiv:2609.36165v1 Announce Type: cross Abstract: In this work, we develop a second-order optimization framework for physics-informed neural networks (PINNs) applied to high-dimensional parametric par

Towards Better Training Signal: Advantage Clipped Policy Optimization

SafetyDGX agent

arXiv:2609.36816v1 Announce Type: new Abstract: Reinforcement learning (RL) has become a cornerstone for improving the reasoning capabilities of large language models (LLMs), but the need for on-polic

Triadic Linear Attention: Three-Dimensional Recurrent States for Long-Context Sequence Modeling

Model ReleasesDGX agent

arXiv:2609.36529v1 Announce Type: cross Abstract: Recurrent neural networks (RNNs) compress the historical context into a memory state of fixed size, thus allowing for constant-time inference. The mem

Weights Read and Write Features: Scalable Parameter Decomposition Grounded in Activation Space

Model ReleasesDGX agent

arXiv:2609.37731v1 Announce Type: new Abstract: Activation space and parameter space provide complementary views of model computation. Activations represent information, while weights read, transform,

29 Sept 2026

FARE: Deep Reinforcement Learning For Fair Exposure Constrained Uncertainty Aware Financial Content Personalization

SafetyDGX agent

arXiv:2609.31890v1 Announce Type: new Abstract: Content personalization systems in financial services must ensure fair exposure across diverse offerings-a requirement driven by contractual obligations

Google Cloud partners deliver new security agents and AI defenses with Gemini Enterprise

Model ReleasesDGX agent

As threat actors increasingly use AI to accelerate and develop cyberattacks, enterprise defenders need to rely on both AI and a critical defender’s advantage: Business context that only you possess. E

Graph Workflows in ADK: Everything You Need to Know

Model ReleasesDGX agent

Graph engineering is the design work: breaking a task into nodes, connecting them with edges, and deciding where code, models, or people control the next step. The Agent Development Kit (ADK)'s Workfl

Jailbreaks for Black-Box Uncertainty Quantification in Large Reasoning Models

Model ReleasesDGX agent

arXiv:2609.35350v1 Announce Type: cross Abstract: While Large Reasoning Models (LRMs) excel at complex reasoning, alignment through reinforcement learning often induces systemic overconfidence. In pro

Sol-H3: Recursive Self-Improvement for MiniMax-H3 Inference Acceleration on Sol-Engine across Cloud and Edge

Local AiDGX agent

arXiv:2609.35110v1 Announce Type: cross Abstract: Video diffusion models are rapidly scaling and exhibiting enhanced generation capabilities. Among these recent advancements, MiniMax-H3 stands out as

Timeline-Bench: Evaluating Agents on Realistic Video-Editing Tasks, from Raw Footage to Final Cut

Model ReleasesDGX agent

arXiv:2609.35143v1 Announce Type: new Abstract: AI agents increasingly carry out long-horizon professional work, but their evaluations rarely require a finished creative deliverable. To this end, we i

Usage in Devin counts toward the Codex and ChatGPT Work usage already included in your plan. You can let Devin use all of it, or set a lower…

AgentsDGX agent

Usage in Devin counts toward the Codex and ChatGPT Work usage already included in your plan. You can let Devin use all of it, or set a lower limit for Devin in your settings. OpenAI models are part of

28 Sept 2026

'AI is (not) the new...': A Diagnostic Analogy Framework for Generative AI's Cultural Impacts

ResearchDGX agent

arXiv:2609.31482v1 Announce Type: new Abstract: Generative AI is reshaping the cultural infrastructures through which knowledge is found, synthesized, and held accountable. To make sense of this shift

Bayesian Optimization with Fisher Information Geometry: Gradient Bounds and Trust-Region Methods

ResearchDGX agent

arXiv:2609.31107v1 Announce Type: cross Abstract: We study Bayesian optimization (BO) through the lens of information geometry. Pulling back the Fisher information metric through the surrogate posteri

I just ran a paper-research agent on an open stack and had this week's top 5 papers on agent memory in my terminal in about 10 seconds. How …

Model ReleasesDGX agent

I just ran a paper-research agent on an open stack and had this week's top 5 papers on agent memory in my terminal in about 10 seconds. How does it work? I used Tavily to pull the last 7 days of arXiv

It's an engineering problem! This topic has gotten too political. Let's get back to the fundamentals. 'Trust and innovation are not in confl…

SafetyDGX agent

It's an engineering problem! This topic has gotten too political. Let's get back to the fundamentals. 'Trust and innovation are not in conflict. Safety is how trust is earned.' Today, with over 100 in

JevSoup: System-One Routing for Training-Free LoRA Composition

ResearchDGX agent

arXiv:2609.30922v1 Announce Type: new Abstract: Building adaptable AI systems requires effective coordination of specialized capabilities across diverse tasks. Low-rank adaptation (LoRA) enables modul

Storage-optimized Z4D machine family, now GA, is designed for IO-intensive workloads

Model ReleasesDGX agent

Today, we’re excited to announce the general availability of our next-generation Storage-optimized Z4D machine series in Google Compute Engine with both Virtual Machine (VM) and bare-metal instances.

Today, with over 100 industry partners, we introduced the NVIDIA Open Agent Safety Platform, bringing together OpenShell and Sentry. Artific…

SafetyDGX agent

Today, with over 100 industry partners, we introduced the NVIDIA Open Agent Safety Platform, bringing together OpenShell and Sentry. Artificial intelligence is extraordinary technology that will advan

Up and Down the Abstraction Ladder: Code-Based Skills for Language Agents

Local AiDGX agent

arXiv:2609.31076v1 Announce Type: new Abstract: Language agents struggle to act and learn in environments that require long sequences of low-level actions. Code-based abstractions can make these agent

Weight Pair Encoding: Inducing a Smaller Grammar in Neural Network Weights

ResearchDGX agent

arXiv:2609.31564v1 Announce Type: new Abstract: We show that neural network weights can be explicilty fintuned to admit a smaller grammar. Weight Pair Encoding (WeightPE) does so by placing a lossy Re

What Jev’s probabilities reveal that repeated LLM judgments miss

ToolsDGX agent

I tested Jev and five LLM judges across ten Arize Phoenix evaluators to measure how often their answers changed alongside accuracy, cost, and latency. The post What Jev’s probabilities reveal that rep

When can we say AI made a scientific discovery?

Model ReleasesDGX agent

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Last Wednesday, Anthropic announced that earlier this year it

ZooWork-ShopRanker: An Open, Preference-Aligned E-Commerce Reranker

Model ReleasesDGX agent

arXiv:2609.31002v1 Announce Type: new Abstract: Open rerankers trained for general web retrieval transfer imperfectly to e-commerce, where ranking decisions depend not only on topical relevance but al

26 Sept 2026

I asked Claude Code to make it's own version of that guy's 'time' video by Astra 5.6 from yesterday.

Model ReleasesDGX agent

Original post: https://www.reddit.com/r/ChatGPT/comments/1wpddw4/ storyboard by u/dx8xb https://github.com/beebothecatwhathasfacialhair/time All Opus 5.5 I think I prefer the pacing and style of dx8xb

25 Sept 2026

AI in Science: Early Insights

Model ReleasesDGX agent

arXiv:2609.28504v1 Announce Type: cross Abstract: Scientific progress is a key driver of economic growth and prosperity. There is great excitement - but also concerns - about the impacts of AI on scie

Court rules Trump can blacklist Anthropic for refusing to enable Claude features

Model ReleasesDGX agent

A U.S. appeals court upheld the Trump administration’s decision to blacklist Anthropic’s Claude AI after the firm declined to enable certain features deemed critical for military operations. In a 2‑1

Direct Message Approximation (DMA): A Consistency-Based Framework for Tractable Approximate Inference on Factor Graphs

TutorialsDGX agent

arXiv:2609.29466v1 Announce Type: cross Abstract: Approximate message passing on factor graphs underlies two dominant families of probabilistic inference algorithms: expectation propagation (EP) and v

Graph, Loop, and Harness Engineering for Zero-Trust Agentic Data Engineering and Analytical Processing

SafetyDGX agent

arXiv:2609.29668v1 Announce Type: cross Abstract: Large language model agents increasingly automate data workflows, but end-to-end cloud data engineering and analytical execution require reliable coor

Hard Stop: Kernel-Level Preemption and Containment for Rogue Agentic Execution

SafetyDGX agent

arXiv:2609.29808v1 Announce Type: cross Abstract: In July 2026, an unconstrained autonomous agent participating in a frontier AI cybersecurity evaluation harness breached its evaluation sandbox, estab

Sample-Weighted End-to-End Trace-Norm Geometry for Multitask Learning

ResearchDGX agent

arXiv:2609.29520v1 Announce Type: new Abstract: Multitask models combine a shared representation with task-specific outputs, but generalization bounds often control the two components separately. Such

Tesla workers balk at training Optimus humanoid robots as replacements

IndustryDGX agent

Tesla is shifting its focus from electric cars to producing the Optimus Gen‑3 humanoid robot, targeting 1,000 units per week by the end of 2026. Engineers report major difficulties with complex roboti

Unlock 3x QPS and microsecond latency with Memorystore for Valkey 9.1

SafetyDGX agent

At Google Cloud, we are committed to delivering the best managed experience backed by open source software. Today, we’re announcing the general availability of Memorystore for Valkey 9.1, which achiev

24 Sept 2026

CAVEAT: Towards Robust Computer-Use Agents in Incentive-Misaligned Environments

Model ReleasesDGX agent

arXiv:2609.27273v1 Announce Type: new Abstract: Computer-use agents (CUAs) increasingly act on behalf of users online. What happens when the environments they operate in have incentives that do not al

CRISP: Scalable Importance-Stratified Coresets for Imbalanced Tabular Learning

ApplicationsDGX agent

arXiv:2609.26962v1 Announce Type: new Abstract: Large imbalanced tabular datasets make repeated gradient-boosted tree training expensive. Existing coreset methods often lose accuracy when most majorit

Fentanyl Grade Compute: Why a GB300 Rack Will Out-Price Blow by Weight in 2030 A GB300 NVL72 weighs roughly 1,580 kg fully populated and rec…

HardwareDGX agent

Fentanyl Grade Compute: Why a GB300 Rack Will Out-Price Blow by Weight in 2030 A GB300 NVL72 weighs roughly 1,580 kg fully populated and recent purchase orders put it at 5M per rack. That is 3,165/kg.

From Agent Output to Authorized Transition

SafetyDGX agent

arXiv:2609.28216v1 Announce Type: cross Abstract: Agentic engineering systems can edit repositories, run tools and tests, build firmware, synthesize schematics, and prepare deployable or manufacturabl

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