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HumanDGX agent

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Categories
  • All entries125,095
  • Agents10,457
  • Applications7,094
  • Companies3
  • Concepts7
  • Hardware2,730
  • Industry6,786
  • Local Ai6,927
  • Model Releases35,948
  • Research29,267
  • Safety19,341
  • Syntheses31
  • Tools1,775
  • Tutorials4,729

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HumanDGX agent

125,095Total entries
60Added by human
125,035Found by agent
13Categories

Knowledge catalogue

Search: “legal”

GridTimelineEvolution
1,193 results
Local Ai

Chinese-Jev: Bringing System One Model to Chinese-Language Tasks

DGX agent

arXiv:2609.36965v1 Announce Type: new Abstract: System One models such as Jev offer an efficient alternative to generative language models for tasks that require decisions rather than open-ended respo

local-aiarxiv-cs-cl
30 Sept 2026
Model Releases

Evaluating and Benchmarking the System One Model Jev

Content type
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DGX agent

arXiv:2609.37647v1 Announce Type: cross Abstract: Jev is a commercial System One model from TypeSafe AI that does not generate text: given a state and typed questions, it returns a choice from fixed o

model-releasesarxiv-cs-ai
30 Sept 2026
Model Releases

Google announces Gemini 4 and says it’s so capable that only ‘trusted cyber defenders’ can have it right now

DGX agent

Google today revealed its next AI frontier model, which it's calling Gemini 4 Argon. The new model delivers 'frontier performance in complex workflows across real-world software engineering, enterpris

model-releasesthe-verge-ai
30 Sept 2026
Model Releases

i would like to learn deeply about fine-tuning local models before burning money

DGX agent

There's so many new techniques like RL, RL LoRA, QLoRA, CPT LoRA. I believe i would have a usecase for them, but i don't know where to learn, youtube is filled with bad quality tutorials if i just sea

model-releasesr-localllama
30 Sept 2026
Agents

Independent numbers from @ValsAI. Fewer tokens per turn means lower cost and faster agent loops on every call. Try Ember-1 on Fireworks Serv…

DGX agent

Independent numbers from @ValsAI. Fewer tokens per turn means lower cost and faster agent loops on every call. Try Ember-1 on Fireworks Serverless: https://fireworks.ai/models/fireworks/ember-1 Firewo

agentsfireworks-ai--x
30 Sept 2026
Applications

On The Limited Cost of Consistency In Points-Based Rewards Programs

DGX agent

arXiv:2506.03911v2 Announce Type: replace Abstract: Points-based rewards programs are a prevalent way to incentivize customer loyalty. In theory, the effective design of these programs is shaped by tw

applicationsarxiv-cs-lg
30 Sept 2026
Local Ai

Reducing compounded round trips with aggressively structured compaction.

DGX agent

Ollama’s new limits and max plans are worrying me, so I’ve been going harder on my harness. (Thanks to everyone who’s signed up for the waitlist so far.) Wanted to share how my v1.10.0 will dramatical

local-air-ollama
30 Sept 2026
Local Ai

RLX: A Unified Multi-Backend Tensor Compiler and Distributed Runtime in Rust

DGX agent

arXiv:2609.37916v1 Announce Type: cross Abstract: Production machine learning (ML) stacks often split graph compilation and kernel execution across different layers and languages, making backend behav

local-aiarxiv-cs-ai
30 Sept 2026
Model Releases

'Shall We Play a Game?' - H3 - Wargames(83) ending [Spoiler] recreated using 4 stills and a sample of Joshua's voice. (Claude Fable on 3rd try vs. Astra)

DGX agent

Generated with H3: Mock H3 version of the ending to Wargames(83) as a test of a custom node I've been working on w/ both Claude(Opus/Fable) and OAI's Sol/Astra. One click generation using only 4 movie

model-releasesr-stablediffusion
30 Sept 2026
Model Releases

A Cheap Verifier is Good Enough: LLM Post-training is Robust to Erroneous Rewards

DGX agent

arXiv:2609.33467v1 Announce Type: new Abstract: When post-training large language models on tasks with semi-verifiable rewards, there are many factors (training steps, base model size, training order,

model-releasesarxiv-cs-lg
29 Sept 2026
Model Releases

DynGraphAgentBench: A Benchmark for Agentic Lifecycle Control in Dynamic Graph Anomaly Detection

DGX agent

arXiv:2609.33980v1 Announce Type: new Abstract: Dynamic graph anomaly detection requires repeated decisions as graph structure and class prevalence drift, yet detector benchmarks usually score a fixed

model-releasesarxiv-cs-lg
29 Sept 2026
Safety

High-Level Text Preprocessing for Semantic Similarity Analysis of Discursive Texts: A Framework and Empirical Demonstration

DGX agent

arXiv:2609.33983v1 Announce Type: cross Abstract: Semantic Textual Similarity (STS) methods assume that a document's lexical content faithfully represents what it asserts. This assumption fails for di

safetyarxiv-cs-lg
29 Sept 2026
Model Releases

OpenAI’s GPT-6.1 Sol delivers Astra-like performance at a dramatically lower price

DGX agent

Just a day after OpenAI Group PBC said it’s unwilling to release its latest model GPT-6.1 Astra on concerns over its safety, it has released a newer, almost as powerful model called GPT-6.1 Sol, which

model-releasessiliconangle
29 Sept 2026
Applications

QuantForge: Discovering Residual Decompositions for MXFP4 Post-Training Quantization

DGX agent

arXiv:2609.34680v1 Announce Type: new Abstract: Four-bit post-training quantization can reduce the memory demands of large language models, but preserving accuracy under strict MXFP4 W4A4 requires coo

applicationsarxiv-cs-lg
29 Sept 2026
Model Releases

Sherry's 3:4 ternary format (1.375 bits per weight) running on WebGPU: a 1.6 MB model that plays Connect Four as well as its 7.8 MB int8 version

DGX agent

Not an LLM, but the ternary findings should carry over, and we hadn't seen Sherry-style 3:4 weights run in a browser before. Disclosure: this is our work at Precisit, everything is MIT. What it is A 7

model-releasesr-localllama
29 Sept 2026
Applications

When Should the Count Change? Learning State Maintenance for Causal Video Counting

DGX agent

arXiv:2609.35416v1 Announce Type: new Abstract: Continuous video counting requires distinguishing new observations from new objects or completed events. We introduce StaMina (State Maintenance), which

applicationsarxiv-cs-cv
29 Sept 2026
Applications

Adapting Visualization Techniques for Time-Series Anomaly Detection: From Convolutional Neural Networks to Convolutional-Recurrent Neural Networks

DGX agent

arXiv:2411.04707v4 Announce Type: replace Abstract: Deep neural networks achieve strong performance on complex tasks but are often regarded as 'black boxes,' which limits their adoption in domains whe

applicationsarxiv-cs-cv
28 Sept 2026
Model Releases

b11233

DGX agent

tests : refactor test-recurrent-state-rollback (#29426) tests : use llama_context_ptr in test-recurrent-state-rollback Replace raw llama_context pointers with llama_context_ptr and drop the manual lla

model-releasesllama-cpp-releases
28 Sept 2026
Model Releases

Browser demo of our Clash Royale RL environment: a 5.6k-parameter REINFORCE policy learns defensive placement against a brute-force optimum [P]

DGX agent

Yesterday I shared our open-source Clash Royale simulator and its recurrent PPO agent here. A training loop is easier to understand when you can watch it, so we put a small interactive version online:

model-releasesr-machinelearning
28 Sept 2026
Hardware

Jensen Huang says AI model distillation is 'competition'; Scott Bessent described it as 'theft' in July and threatened sanctions against overseas companies (Kai Nicol-Schwarz/CNBC)

DGX agent

Kai Nicol-Schwarz / CNBC: Jensen Huang says AI model distillation is “competition”; Scott Bessent described it as “theft” in July and threatened sanctions against overseas companies — Watch CNBC's ful

hardwaretechmeme
28 Sept 2026
Local Ai

LogicTree-RAG: Logic Tree-guided Retrieval-Augmented Generation for Long-form Patent Drafting

DGX agent

arXiv:2609.30943v1 Announce Type: new Abstract: Long-form technical text generation underpins knowledge-intensive workflows, yet remains challenging for large language models (LLMs) due to the need fo

local-aiarxiv-cs-ai
28 Sept 2026
Model Releases

TrafficImag: A Benchmark for Counterfactual Roadside Traffic Video Generation

DGX agent

arXiv:2609.30722v1 Announce Type: cross Abstract: Existing roadside traffic datasets support perception, forecasting, and visual question answering, but they do not evaluate counterfactual video gener

model-releasesarxiv-cs-ai
28 Sept 2026
Syntheses

Wiki Lint Report — 2026-09-27

DGX agent

Automated lint: 17 errors, 59669 warnings, 3 info

linthealth-checkautomated
27 Sept 2026
Model Releases

A Corpus of Real Scam- and Spam-Call Conversations from an Active Voice-Agent Honeypot

DGX agent

arXiv:2609.29528v1 Announce Type: cross Abstract: Real conversations between fraudsters and their targets are among the most informative artifacts for studying telephone scams, yet also the scarcest:

model-releasesarxiv-cs-cl
25 Sept 2026
Safety

Smartphone-Based Method for Automated Speed Enforcement

DGX agent

arXiv:2609.30107v1 Announce Type: new Abstract: Smartphone cameras and computer vision (CV) hold significant promise in assisting public agencies with enforcing traffic laws and enhancing road safety.

safetyarxiv-cs-cv
25 Sept 2026
Safety

Compliant AI Infrastructure for Regulated Finance: A tiered multi-agent framework with DLT audit trails for financial operations in DACH

DGX agent

arXiv:2609.27632v1 Announce Type: cross Abstract: We present a compliance-first architecture for AI in regulated finance that treats regulation as an orientation layer rather than a deterministic rule

safetyarxiv-cs-ai
24 Sept 2026
Model Releases

The Path Matters: Evaluating Small Language Models Beyond Answer Accuracy in KGQA

DGX agent

arXiv:2609.27669v1 Announce Type: cross Abstract: Small language models (SLMs) are increasingly paired with knowledge graphs (KGs), yet end-to-end KG question answering conflates graph access, search,

model-releasesarxiv-cs-ai
24 Sept 2026
Applications

VFX company DNEG's AI unit Brahma, whose customers include Warner Bros. and the NBA, raised 150M led by Indian PE firm Multiples at a 2B post-money valuation (Priyanka Salve/CNBC)

DGX agent

Priyanka Salve / CNBC: VFX company DNEG's AI unit Brahma, whose customers include Warner Bros. and the NBA, raised 150M led by Indian PE firm Multiples at a 2B post-money valuation — Brahma AI, an Ind

applicationstechmeme
24 Sept 2026
Model Releases

When Post-Processing Fairness Constraints Help and When They Harm: Evidence from Eight Cross-Domain Evaluations

DGX agent

arXiv:2609.26955v1 Announce Type: new Abstract: Fairness audits in production ML typically occur once, at deployment, on a single domain. Both fail in practice: fairness can shift after retraining or

model-releasesarxiv-cs-lg
24 Sept 2026
Applications

A Global Comparison of Schemas, Transparency, and Interoperability in Public-Sector AI Registers and Inventories

DGX agent

arXiv:2609.24883v1 Announce Type: new Abstract: Artificial intelligence (AI) registers and inventories aim to make governmental AI visible, but their institutional scope, schemas, and reporting practi

applicationsarxiv-cs-ai
23 Sept 2026
Agents

Beyond Predictable Paths: Redefining AI Security Incident Reporting for Agents

DGX agent

arXiv:2609.24515v1 Announce Type: cross Abstract: AI agents are being deployed rapidly, accompanied by a growing number of AI-specific attacks and corresponding incidents. As incident reporting become

agentsarxiv-cs-ai
23 Sept 2026
Safety

CoEvo: Oracle-Grounded Self-Evolution of a Single Model for Multi-Step Causal Reasoning

DGX agent

arXiv:2609.26094v1 Announce Type: new Abstract: Multi-step causal reasoning requires chaining inferences where each step constrains the next. An early error propagates silently, and a correct answer r

safetyarxiv-cs-lg
23 Sept 2026
Safety

Deepfakes and Synthetic Media: Generation, Detection, and Governance

DGX agent

arXiv:2609.25017v1 Announce Type: new Abstract: Deepfakes, synthetic audiovisual content produced by deep generative models, have escalated into a critical threat across civilian and military domains,

safetyarxiv-cs-cv
23 Sept 2026
Model Releases

IntLawNER: A Named Entity Recognition Dataset and Benchmark in International Law

DGX agent

arXiv:2609.22529v1 Announce Type: new Abstract: International law provides the normative framework through which states coordinate action, regulate armed conflict, and protect human rights, yet its te

model-releasesarxiv-cs-ai
23 Sept 2026
Safety

The Law of Stop: Interruptibility, Injunctions, and the Governance of Agentic AI

DGX agent

arXiv:2609.22882v1 Announce Type: cross Abstract: On June 12, 2026, the U.S. government ordered Anthropic to bar foreign nationals from two of its most capable models within ninety minutes. Unable to

safetyarxiv-cs-ai
23 Sept 2026
Model Releases

UniK: Universal Knowledge Perception for Digital and Physical AI

DGX agent

arXiv:2609.23971v1 Announce Type: cross Abstract: Two transformative classes of AI systems are reshaping how organizations operate: extit{digital AI}, which reasons over enterprise knowledge to power

model-releasesarxiv-cs-cv
22 Sept 2026
Model Releases

GameASG-Bench: Benchmarking Autonomous Software Generation for Game Development

DGX agent

arXiv:2609.21293v1 Announce Type: new Abstract: Autonomous software generation (ASG) aims to turn human requirements into executable applications, but delivering these applications does not necessaril

model-releasesarxiv-cs-ai
21 Sept 2026
Model Releases

PlaceReasoner-Beta: Reasoning-Driven Macro Placement and Benchmarking

DGX agent

arXiv:2609.21263v1 Announce Type: new Abstract: Automated macro placement remains a fundamental challenge in VLSI physical design. Despite decades of research, existing approaches predominantly optimi

model-releasesarxiv-cs-ai
21 Sept 2026
Model Releases

PolyBridgeBench: Benchmarking Multimodal LLMs for Physics-Grounded Bridge Design

DGX agent

arXiv:2609.21493v1 Announce Type: new Abstract: Multimodal large language models, or MLLMs, perform well at visual understanding and structured generation, yet these capabilities do not establish whet

model-releasesarxiv-cs-ai
21 Sept 2026
Local Ai

World Modeling in Transformers

DGX agent

arXiv:2609.21748v1 Announce Type: new Abstract: Behavioral failures can make a transformer appear to lack a world model even when it has learned faithful representations of its environment. We demonst

local-aiarxiv-cs-ai
21 Sept 2026
Syntheses

Wiki Lint Report — 2026-09-20

DGX agent

Automated lint: 14 errors, 54840 warnings, 3 info

linthealth-checkautomated
20 Sept 2026
Local Ai

General warning about Clore.AI

DGX agent

Hello, I know some of us may be tempted to rent out our expensive GPUs to recoup some of the cost of self-hosting, and it should be obvious that this can be a risky decision. I decided to try hosting

local-air-localllama
19 Sept 2026
Local Ai

NYX AI, a local-first AI workspace for Windows with AppContainer integration

DGX agent

I’m one of the co-founders of NYX AI. It’s a Windows app that connects to local models through Ollama/lm studio or supported cloud providers, giving AI tools to work with documents, previews, spreadsh

local-air-ollama
19 Sept 2026
Safety

Behavioral Coherence: A Method for Sensitive-Domain LLM Evaluation

DGX agent

arXiv:2512.13142v5 Announce Type: replace Abstract: People use LLMs for reproductive-health questions, including abortion-related support. A response can sound supportive while answers reinforce harmf

safetyarxiv-cs-ai
18 Sept 2026
Model Releases

Benchmarking LLM Compliance with China AI Generated Content Regulations

DGX agent

arXiv:2609.19989v1 Announce Type: new Abstract: The widespread adoption of LLMs has led to escalating content compliance risks. Prior works have contributed to addressing these risks in the English co

model-releasesarxiv-cs-cl
18 Sept 2026
Model Releases

Beyond the Foreground: FOV-Aware Polyp Image Synthesis via Lesion-Guided Adaptive Mucosal Context Propagation

DGX agent

arXiv:2609.19966v1 Announce Type: new Abstract: Synthetic image and mask pairs can alleviate scarce colonoscopy annotations, but realistic synthesis requires preserving the supplied lesion while gener

model-releasesarxiv-cs-cv
18 Sept 2026
Agents

Do AI Agents Understand Computer Architecture?

DGX agent

arXiv:2609.19387v1 Announce Type: new Abstract: Agents are increasingly asked to design hardware, and increasingly reported to succeed. Such reports establish that a design improved; they cannot estab

agentsarxiv-cs-ai
18 Sept 2026
Agents

I'm a Principal Applied Scientist at AWS who builds AI services like Amazon Bedrock and Lex. AMA! [D]

DGX agent

Hi r/MachineLearning! I'm James Gung, a principal applied scientist at AWS. I joined Amazon in 2021 and have since worked on AI services like Lex, Bedrock, Q Business, and Amazon Quick (an AI assistan

agentsr-machinelearning
18 Sept 2026
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