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  • Model Releases36,904
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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: “productivity”

GridTimelineEvolution
7,621 results
Model Releases

Compared Qwen 3.8 27B community quants on RTX 6000 vs Claude Opus 4.6

DGX agent

*part 2 of an earlier post: previous quant comparison with voxel island creation this time I rented three rtx pro 6000 96gb, on each one I launched a qwen 3.8 27b quant and gave them 4 identical promp

model-releasesr-localllama
26 Aug 2026
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Research

Dimensionless Controls of Plasticity Under Alternating Tasks: From Evolutionary Biology to Continual Learning

DGX agent

arXiv:2608.23889v1 Announce Type: cross Abstract: Plasticity under changing environments is central to both evolutionary biology and continual learning. Motivated by recent work on genotype--phenotype

researcharxiv-cs-lg
26 Aug 2026
Local Ai

Finite-Sample Metric Non-Collapse for Geometrically Supervised Latent World Models in Control

DGX agent

arXiv:2608.07265v2 Announce Type: cross Abstract: We establish a finite-sample learning-to-control theory for geometrically supervised latent models of nonlinear deterministic systems. Geometric super

local-aiarxiv-cs-lg
26 Aug 2026
Research

From Seeing to Acting: Smart Glasses as First-Person Intelligence Platforms

DGX agent

arXiv:2608.24877v1 Announce Type: new Abstract: Smart glasses are evolving from capture and display accessories into first-person intelligence platforms that connect human perception, persistent conte

researcharxiv-cs-cv
26 Aug 2026
Research

Generalization, memorization, and overfitting for diffusion models trained in the lazy high-dimensional regime

DGX agent

arXiv:2608.23938v1 Announce Type: cross Abstract: Modern score-based generative models have achieved remarkable empirical success in high-dimensional tasks such as image, audio, and video synthesis. T

researcharxiv-cs-lg
26 Aug 2026
Model Releases

Glean unveils Tau desktop workspace, claims token-cost edge over Claude

DGX agent

Glean Technologies Inc. today unveiled Glean Tau, a desktop workspace that connects the company’s enterprise artificial intelligence to a user’s local files, applications and code. The launch anchors

model-releasessiliconangle
26 Aug 2026
Model Releases

Great new paper from AWS on agent handoff tax. If you build agents today, you need to understand the so-called handoff tax. (bookmark it) Es…

DGX agent

Great new paper from AWS on agent handoff tax. If you build agents today, you need to understand the so-called handoff tax. (bookmark it) Escalating to a stronger model mid-run is usually the resort w

model-releasesdair-ai--x
26 Aug 2026
Model Releases

Hybrid Semantic Tool Discovery for Enterprise MCP Gateway: Architecture and Implementation

DGX agent

arXiv:2608.23992v1 Announce Type: cross Abstract: Large language model (LLM) agents invoke external tools to retrieve and reason over information beyond pretrained knowledge. The Model Context Protoco

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

Infrastructure for the AI era: Dynamic capacity management for agents

DGX agent

The internet connected billions of people and mobile devices, putting computers in every hand. Now, we’re in the middle of the next big technology shift, deploying millions of autonomous AI agents to

model-releasesgoogle-cloud-ai
26 Aug 2026
Model Releases

Interesting new approach to recursive self-improvement in agents. Systems that add a meta-level hold that level fixed. Systems that edit the…

DGX agent

Interesting new approach to recursive self-improvement in agents. Systems that add a meta-level hold that level fixed. Systems that edit themselves have to leave part of their own editing machinery un

model-releasesdair-ai--x
26 Aug 2026
Agents

It is a sign of how fast things have changed that this is what OpenAI announced as the future of enterprise AI agents back in October 2025. …

DGX agent

It is a sign of how fast things have changed that this is what OpenAI announced as the future of enterprise AI agents back in October 2025. They killed Agent Builder in June. (But a surprising number

agentsethan-mollick--x
26 Aug 2026
Model Releases

Meta^n: Recursive Self-Improvement through Emergent Depth

DGX agent

arXiv:2608.24735v1 Announce Type: new Abstract: Self-improving LLM agents refine answers, not the process that produces those answers. Systems that add a meta-level hold that level fixed, and those th

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

OpenCode with Qwen3.8-27B for Small Games or Browsing the Web With 16GB VRAM

DGX agent

In the past, I have use llama.cpp, but I read that the exl3 quantization format should give better precision, so I have tried exllamav3/tabbyAPI. It was able to write the shown simple HTML game withou

model-releasesr-localllama
26 Aug 2026
Model Releases

Qwen3.8-27B IQ3_XXS wrote a correct multilayer TMM on a 16 GB Quadro — after 100 minutes, 3 compactions, and 108k output tokens

DGX agent

https://preview.redd.it/i8rjx0ar5mlh1.png?width=2160&format=png&auto=webp&s=c2588bc7b2519ea71b176ca73faf566dfc585496 I wanted to see whether a heavily quantized 27B model running entirely on an older

model-releasesr-localllama
26 Aug 2026
Model Releases

Qwen3.8-Flash-Next

DGX agent

Qwen3.8-Flash-Next Another open weights model from Qwen. This one is 'a multimodal MoE model that also serves as an early preview of the architecture used in Qwen4'. It's pretty big: 125B tokens, but

model-releasessimon-willison
26 Aug 2026
Tools

Serving Kimi K3 at scale: An inference deep dive with Together AI https://x.com/i/broadcasts/1vKpPNBEjgMKE

DGX agent

Together AI announced a broadcast titled “Serving Kimi K3 at scale: An inference deep dive” scheduled for 7 pm on August 26, 2026 (UTC‑adjusted time shown via X’s timestamp formatting). The streamed s

toolstogether-ai--x
26 Aug 2026
Model Releases

Symbolic Classification-Enabled LHC Limits Online BSM Global Fits

DGX agent

arXiv:2605.22330v1 Announce Type: cross Abstract: Global fits of Beyond the Standard Model (BSM) physics often involve a two-way interplay between theory and experiment. Theoretical models provide gui

model-releasesarxiv-cs-lg
26 Aug 2026
Safety

The Invisible Editorial Layer: Formalizing Undisclosed Inference-Time Steering, Probability Placement, and the Attribution Problem in Deployed Language Models

DGX agent

arXiv:2608.24662v1 Announce Type: new Abstract: Large language models (LLMs) are commonly evaluated under the assumption that their observable behavior is primarily determined by model weights, traini

safetyarxiv-cs-ai
26 Aug 2026
Hardware

The network becomes the computer as Cisco and Nvidia accelerate AI factory rack-scale

DGX agent

The first phase of the generative artificial intelligence infrastructure boom was defined by a race for graphics processing units. The next phase will be defined by what happens after those GPUs arriv

hardwaresiliconangle
26 Aug 2026
Safety

The Shadow Price of Intelligence: Quality Degradation in LLM Inference as a Supply Chain Problem

DGX agent

arXiv:2608.23986v1 Announce Type: cross Abstract: Large language model providers are compute constrained, and their universal response to congestion is to degrade service: route queries to smaller mod

safetyarxiv-cs-ai
26 Aug 2026
Research

Tlow: Flow-based Item Tokenizer for Recommendation

DGX agent

arXiv:2608.24176v1 Announce Type: cross Abstract: Item tokenizer encodes semantic embeddings into token IDs to replace the randomly assigned item IDs used in traditional recommendation models, fundame

researcharxiv-cs-ai
26 Aug 2026
Agents

TrustShiftProbe: Characterizing, Benchmarking, and Defending Staged Trust Attacks on MCP Servers

DGX agent

arXiv:2608.23763v1 Announce Type: cross Abstract: The Model Context Protocol (MCP) has emerged as the standard layer connecting Large Language Model agents to external tool backends. This openness int

agentsarxiv-cs-ai
26 Aug 2026
Tutorials

UCO: A Multi-Turn Interactive Reinforcement Learning Method for Adaptive Teaching with Large Language Models

DGX agent

arXiv:2511.08873v3 Announce Type: replace Abstract: Large language models (LLMs) are shifting from answer providers to intelligent tutors in educational settings, yet current supervised fine-tuning me

tutorialsarxiv-cs-ai
26 Aug 2026
Model Releases

Using OKF with Knowledge Catalog to serve context for agents

DGX agent

We continue to iterate on the Open Knowledge Format (OKF), an open specification that formalizes the LLM-wiki pattern into a portable, interoperable format. But a big question remains: How can you sha

model-releasesgoogle-cloud-ai
26 Aug 2026
Model Releases

What's better than an open-weight multimodal model release? Well, the technical report. I just love how these labs like Qwen and DeepSeek co…

DGX agent

What's better than an open-weight multimodal model release? Well, the technical report. I just love how these labs like Qwen and DeepSeek continue to drop gem after gem. Qwen3.8-Flash is the latest in

model-releasesdair-ai--x
26 Aug 2026
Local Ai

When Similarity Is Interaction-Driven: Quantum Kernels for Regime-Sensitive Learning

DGX agent

arXiv:2608.24631v1 Announce Type: cross Abstract: Similarity in many decision systems is governed not by distance alone but by interactions among variables. In fraud and anomaly detection, small local

local-aiarxiv-cs-lg
26 Aug 2026
Safety

A Commutator Framework for Selective Spectral Alignment in Deep Neural Networks

DGX agent

arXiv:2608.22910v1 Announce Type: cross Abstract: We develop a finite-width geometric framework describing how learned feature geometries are organized, transported, and selectively aligned in deep ne

safetyarxiv-cs-lg
25 Aug 2026
Safety

A Survey on Human-AI Collaboration with Large Foundation Models

DGX agent

arXiv:2403.04931v4 Announce Type: replace Abstract: As the capabilities of artificial intelligence (AI) continue to expand rapidly, Human-AI (HAI) Collaboration, combining human intellect and AI syste

safetyarxiv-cs-ai
25 Aug 2026
Agents

Agentic Security: A Systematization of Tools, Failure Modes, and Design Laws for LLM-Driven Penetration Testing

DGX agent

arXiv:2608.21423v1 Announce Type: cross Abstract: Agentic security uses large-language-model (LLM) agents to plan, dispatch, and interpret security tools. As these systems move from demonstrations to

agentsarxiv-cs-ai
25 Aug 2026
Model Releases

AUDITA: certified auditing and causal attribution of adverse outcomes in autonomous multi-agent systems

DGX agent

arXiv:2608.22160v1 Announce Type: new Abstract: Physical automation is scaling toward fleets of embodied machines commanded by an AI brain. Early deployments already run factories and warehouses at pr

model-releasesarxiv-cs-ai
25 Aug 2026
Hardware

Cisco expands rack-scale secure AI factory infrastructure for neocloud and sovereign clouds

DGX agent

Cisco Systems Inc. today introduced an expansion to its current lineup of rack-scale artificial intelligence solutions for massive AI workloads in secure AI factories, addressing growing needs for mas

hardwaresiliconangle
25 Aug 2026
Agents

Concepts for Securing Agentic AI Coding and the Terok Environment

DGX agent

arXiv:2608.22930v1 Announce Type: new Abstract: Agentic AI is a fascinating new tool for software development. It is a huge step forward compared to 'conventional' AI assisted coding, which in turn wa

agentsarxiv-cs-ai
25 Aug 2026
Industry

Data center power startup Emerald AI raises 150M at 1.05B valuation

DGX agent

Data center power startup Emerald AI Inc. today said that it has raised 150 million in new funding in an oversubscribed round at a valuation of 1.05 billion. Emerald will put the money into scaling up

industrysiliconangle
25 Aug 2026
Model Releases

Decision-Support and Modeling with Large Language Models for Geothermal Well Arrays

DGX agent

arXiv:2608.22068v1 Announce Type: new Abstract: Geothermal well arrays, which organize multiple geothermal wells into carefully planned geometric configurations, provide opportunities to enhance energ

model-releasesarxiv-cs-ai
25 Aug 2026
Hardware

Democratizing the AI data center: How Cisco and Nvidia are bringing rack-scale power to the enterprise

DGX agent

For the past two years, the generative artificial intelligence boom has largely been defined by a single market. Hyperscalers have dominated the market with massive capital spending. According to Cred

hardwaresiliconangle
25 Aug 2026
Agents

Enrich-Retrieve-Rank: Scaling Capability Discovery Beyond In-Context Routing

DGX agent

arXiv:2608.22695v1 Announce Type: cross Abstract: Agent ecosystems now include thousands of MATS components (Models, Agents, Tools, and Skills), yet their discovery still relies on in-context routing.

agentsarxiv-cs-ai
25 Aug 2026
Applications

Explainable Adaptive Zero Trust Framework for AWS with Adversarial Robustness Evaluation

DGX agent

arXiv:2608.21477v1 Announce Type: cross Abstract: Cloud environments built on Amazon Web Services face a structural security vulnerability: once a credential passes authentication, the resulting sessi

applicationsarxiv-cs-lg
25 Aug 2026
Applications

Federated Ensemble Forecasting Under Supply-Chain Market Volatility

DGX agent

arXiv:2608.21399v1 Announce Type: new Abstract: Supply chain forecasting systems increasingly operate under market shocks, non-identically distributed regional demand, and limited willingness to centr

applicationsarxiv-cs-lg
25 Aug 2026
Model Releases

FinixDoc: Rethinking Financial Document Parsing Beyond Saturated Benchmarks

DGX agent

arXiv:2608.22842v1 Announce Type: new Abstract: Financial document parsing requires accuracy, structural consistency, and verifiability that current benchmarks often fail to reflect. We present FinixD

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

From Isolation to Alignment: Unified LoRA for Efficient Multi-Task Learning

DGX agent

arXiv:2508.05078v2 Announce Type: replace-cross Abstract: Parameter-Efficient Fine-Tuning (PEFT) is essential for adapting Large Language Models (LLMs) to multi-task scenarios. A prevailing trend in t

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

Gated Decoupled Compositional Bandits: A Unified Theory of Contextual Bandits with Supervised-Calibrated Action Scaling and Pre-Execution Gating

DGX agent

arXiv:2608.21993v1 Announce Type: new Abstract: We introduce Gated Decoupled Compositional Bandits (GDCB), a family of contextual bandit algorithms with three structural innovations that jointly fall

model-releasesarxiv-cs-lg
25 Aug 2026
Research

Geometric Structures on Graphs: a Holonomy-Based Discretization of Curvature

DGX agent

arXiv:2608.22453v1 Announce Type: new Abstract: We propose a holonomy-based framework for discretizing curvature on graphs equipped with local symmetric positive-definite metrics. Each vertex carries

researcharxiv-cs-lg
25 Aug 2026
Model Releases

Hierarchical Exponential-Gaussian Mixtures for Watch-Time Distribution Prediction

DGX agent

arXiv:2608.23356v1 Announce Type: cross Abstract: Accurate watch-time (WT) prediction is an important requirement for short-video recommendations. Yet WT distributions are near-zero-inflated, long-tai

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

HIRA: A Human-in-the-Loop Retrieval-Augmented Cascade for Document Classification in Regulated Industries

DGX agent

arXiv:2608.21792v1 Announce Type: new Abstract: Document classification in regulated industries is constrained by data residency, limited cold-start labels, scarce review capacity, and costly model-go

model-releasesarxiv-cs-ai
25 Aug 2026
Hardware

Kernel Token Contradiction: a Fast and Principled Approach for LLM Claim Uncertainty Quantification

DGX agent

arXiv:2608.22506v1 Announce Type: new Abstract: Claim-level Uncertainty Quantification (UQ) aims to mitigate the lack of reliability of Large Language Models (LLMs) by evaluating the factuality of eac

hardwarearxiv-cs-cl
25 Aug 2026
Applications

Multiple View Neural Regression of a Facial Shape Model

DGX agent

arXiv:2608.22655v1 Announce Type: new Abstract: Creating re-topologized 3D facial meshes is essential for high-quality facial animation but remains labor-intensive and time-consuming. This dissertatio

applicationsarxiv-cs-cv
25 Aug 2026
Hardware

Nvidia and Cisco push the enterprise AI factory into the rack-scale era

DGX agent

The Cisco Secure AI Factory with Nvidia has been extended into the rack-scale era, offering enterprises greater full-stack operational capabilities as a result. Designed to give customers a framework

hardwaresiliconangle
25 Aug 2026
Hardware

Nvidia doubles compute for entry-level edge robotics with Jetson Orin Nano 2

DGX agent

Nvidia Corp. today announced the release of Jetson Orin Nano 2, a robotics computer “brain” for running artificial intelligence and frontier-level models at the edge. In the past months, foundational

hardwaresiliconangle
25 Aug 2026
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