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HumanDGX agent

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  • All entries123,005
  • Agents10,300
  • Applications7,005
  • Companies3
  • Concepts7
  • Hardware2,673
  • Industry6,750
  • Local Ai6,827
  • Model Releases35,330
  • Research28,731
  • Safety18,960
  • Syntheses30
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ToolClaude Code8 recent entries
11 Oct 2026Every Model That Can Be Run On 10-16GB VRAM Ranked

It's been 4 years since c.ai first hallucination model, and yet, we're nowhere good enough at LLMs in terms of spontaneity/interesting hallucination features. Fortunately, last year brought new archit

→11 Oct 2026b11556

model : support for Prism Bonsai 2 27B (#29600) Runtime support for Prism Bonsai 2 27B Assisted-by: Claude Code address prism hadamard runtime feedback move hadamard tensors into method, define folded

→12 Oct 2026
  • Tutorials4,620

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    HumanDGX agent

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    SWE-Duel: Towards a Self-Scaling Arena for Coding Agents

    arXiv:2610.12569v1 Announce Type: new Abstract: Static coding benchmarks are fixed at release. Over time their tasks leak into training data, and stronger agents eventually saturate them. We argue tha

    →12 Oct 2026Solving VeriContest with a Lean-Backed Rust Verifier

    arXiv:2610.03994v2 Announce Type: replace-cross Abstract: VeriContest is a benchmark of 1007 competitive-programming problems in Rust, each with a Verus specification, a judge-accepted solution, and a

    →12 Oct 2026Not All Correct Fixes Run Alike: An Empirical Study of Patch Performance in Repository-Level Issue Resolution

    arXiv:2610.13563v1 Announce Type: cross Abstract: Repository-level issue-resolution benchmarks such as SWE-bench evaluate submitted patches primarily based on whether they pass the correctness tests,

    →12 Oct 2026MathVis: Can AI Reason through Drawing? A Benchmark for Mathematical Figure Generation

    arXiv:2610.12954v1 Announce Type: new Abstract: This paper introduces MathVis, a benchmark designed to evaluate LLMs' ability to visualize frontier mathematical problems and perform diagram-assisted r

    →12 Oct 2026Masked Diffusion Language Agents for Tool-Integrated Chemical Reasoning

    arXiv:2610.13330v1 Announce Type: new Abstract: Designing tool-integrated reasoning agent systems for complex chemical tasks remains a fundamental challenge. Although recent chemical agents have demon

    →12 Oct 2026LongHarness: Advancing Agentic Reasoning over 100M-Token Corpora via Stateful Evidence Management

    arXiv:2610.13075v1 Announce Type: new Abstract: Corpus-level long-context reasoning requires agents to acquire and integrate evidence across document collections that exceed their context windows. Exi

    ToolCursor8 recent entries
    7 Oct 2026Looking for 10–20 people for a coordinated LLM test

    Thursday, October 8 — 15:00–19:00 UTC Access is free and the API is OpenAI-compatible. During those 4 hours, everyone will be asked to use it actively at the same time—coding, chatting, agents, long c

    →7 Oct 2026Explore ideas through interactive visuals that respond as you learn, try, and discover.

    On October 7, 2026 OpenAI released a session titled “Explore ideas through interactive visuals that respond as you learn, try, and discover.” The webcast showcased real‑time visual tools that adapt to

    →7 Oct 2026After many years in top machine learning organizations, with friends at frontier labs, I still consider Tesla’s ML engineers the best—the on…

    After many years in top machine learning organizations, with friends at frontier labs, I still consider Tesla’s ML engineers the best—the only ones I would trust with my life. Unsatisfied with theory,

    →8 Oct 2026From Retrieval to Customer Context: Evaluating Frontier-Model Systems for Voice-of-Customer Analysis

    arXiv:2610.09375v1 Announce Type: new Abstract: Organizations increasingly use frontier language models to analyze customer feedback, but answer quality also depends on how that feedback is organized

    →9 Oct 2026DGX Monarch - Dual Spark Rendering w/ ComfyUI

    For those of you who have been wanting to utilize your dual Spark cluster for image/video gen with ComfyUI - today is your day. I started this personal project back in April of this year, and it’s at

    →12 Oct 2026Report: Amazon in talks with AI startup Decart over possible $7B acquisition

    Amazon.com Inc. is reportedly engaged in discussion over the potential acquisition of artificial intelligence developer Decart.ai Inc. in a deal that could be worth up to 7 billion. Decart has develop

    →12 Oct 2026b11560

    hexagon: add IM2COL_3D (#30305) hexagon: add IM2COL_3D support Assisted-by: OpenCode hexagon: add DMA paths for IM2COL_3D Assisted-by: OpenCode hexagon: avoid scalar fp16 conversions in IM2COL Assiste

    →12 Oct 2026AutoIndexer: Flexible-Order Decoding by Training Causal Models on Chains of Edits

    arXiv:2610.12545v1 Announce Type: cross Abstract: Autoregressive decoding is less suited to non-causally ordered data, e.g., cross-references or future dependencies, since their outputs cannot be revi

    ToolLangChain8 recent entries
    5 Oct 2026Agentic retrieval with LangChain and Amazon Bedrock Knowledge Bases

    Build a Retrieval Augmented Generation (RAG) application on Amazon Bedrock Managed Knowledge Base with LangChain, and see how agentic retrieval handles the multi-part questions that single-shot retrie

    →6 Oct 2026Without a doubt evals are the biggest blocker in most agent development pipelines. We’re going to be changing that for everyone in LangSmith…

    Without a doubt evals are the biggest blocker in most agent development pipelines. We’re going to be changing that for everyone in LangSmith in a few short weeks… Hot take: evals are the #1 thing keep

    →6 Oct 2026Surprising AI life hack for email management that will save you from inbox overwhelm. You can give your AI agent its own email address (Inst…

    Surprising AI life hack for email management that will save you from inbox overwhelm. You can give your AI agent its own email address (Instinct does this automatically) and use that email address for

    →6 Oct 2026let me introduce you to the langchain stack 1. langgraph gives you this level of control 2. traces give you the complete run lineage 3. vers…

    let me introduce you to the langchain stack 1. langgraph gives you this level of control 2. traces give you the complete run lineage 3. version your skills and instructions in context hub 4 & 5. deepa

    →7 Oct 2026One cool thing deepagents now supports: dynamically loading tools when is a skill is loaded Some skills require specific tools that you may …

    One cool thing deepagents now supports: dynamically loading tools when is a skill is loaded Some skills require specific tools that you may not always want to have available. This now allows you to pa

    →9 Oct 2026DigitalOcean MicroVMs: Fast, isolated compute for your AI agent infrastructure

    Coding-agent platforms, sandbox products, and code-execution services all need the same thing: isolated machines that start up fast, retain their state between bursts of work, and don’t consume comput

    →10 Oct 2026Satya is spot on. The interesting engineering problem isn’t just making models behave, it’s building systems that don’t need to trust them i…

    Satya is spot on. The interesting engineering problem isn’t just making models behave, it’s building systems that don’t need to trust them in the first place. We’re working on some pretty fun problems

    →10 Oct 2026good framing from @ch3nweiii - a lot of agent steps are yes/no calls, not generation Jev answers those as typed questions with calibrated pr…

    good framing from @ch3nweiii - a lot of agent steps are yes/no calls, not generation Jev answers those as typed questions with calibrated probabilities, so the frontier model sticks to the hard work w

    ToolOllama8 recent entries
    9 Oct 2026BigMoeOnEdge+ – an Android chat app fork of BigMoeOnEdge (llama.cpp / GGUF)

    I made BigMoeOnEdge+ (BigMoeOnEdge-plus), a fork of Helldez's BigMoeOnEdge, the engine that streams MoE experts from flash so models bigger than RAM can run on-device. It adds a full Android chat app

    →10 Oct 2026We built Many Agents give AI agents their own cloud computers and let them work for you 🚀

    Hey everyone! 👋 After months of building, we’re finally opening the first spots for **Many Agents**, a new product from Dome. The idea is simple: **What if you could create your own team of AI agents

    →10 Oct 2026Recommendations for Local AI Long-Term Memory and User Personalization Modules

    I am developing a Windows-based local AI virtual spouse application that supports adult roleplay. My goal is to run it without a server or external AI APIs. I am looking for existing open-source modul

    →10 Oct 2026Mreaia v1.0.0: Universal Zero-Token Engine & Hardware-Locked Context Distillation for LLMs (>99.9% Reduction)

    Hey everyone! 👋 Feeding multi-gigabyte files (SQL dumps, videos, audio, PDFs, and spreadsheets) directly into LLMs often causes context window overflow, GPU VRAM bottlenecks, massive token bills, and

    →10 Oct 2026I tried three ways of getting Gemma and Qwen to update a notes file in Ollama

    I ran a small test for Dory to see whether a local model could update one fact in a synthetic notes file without losing any of the others. I asked Gemma and Qwen to rewrite the file, return a patch, o

    →10 Oct 2026A Little Help Please?

    https://preview.redd.it/9k5fw4j47puh1.png?width=545&format=png&auto=webp&s=ff0a6ff6fb69ae9a9bcd579bd612c553fc3e2a00 https://preview.redd.it/xcwzlmo77puh1.png?width=664&format=png&auto=webp&s=c8a637e2e

    →10 Oct 20263.66B formal logic model built on Granite 4.2 3B · Hugging Face

    webAI released TwIL LM3 Pro on September 30. I haven't seen it posted here yet, so I went through the model card, and their comparison chart is attached. It's a 3.66B model built on IBM's Granite 4.2

    →11 Oct 2026v0.40.3

    What's Changed ollama launch claude no longer shows a warning about Claude connectors by @hoyyeva in #18878 ollama launch codex no longer warns about service tiers by @hoyyeva in #18879 Paused backgro

    ToolVercel AI8 recent entries
    6 Oct 2026RepTC: Representation-Aware Optimization for Efficient Traffic Classification on Edge IoT Devices

    arXiv:2610.04784v1 Announce Type: cross Abstract: Traffic classification (TC) is crucial to secure Internet of Things (IoT) networks, whose edge nodes often operate under privacy, bandwidth, and energ

    →6 Oct 2026Networking for AI inference model serving - GKE only and for all other backends

    Enterprises and individual developers frequently run multiple AI inference models. The right architecture can simplify how the models are called while also providing centralized governance. In this po

    →6 Oct 2026Hack The Box’s AI Range Enterprise Edition tests whether AI agents can do their jobs

    Cybersecurity training company Hack The Box Ltd. today introduced AI Range Enterprise Edition to let security teams test whether their own artificial intelligence agents can do the jobs they have been

    →6 Oct 2026Antseed launches a decentralized marketplace for AI inference that dramatically lowers developers’ costs

    Developers now have a much cheaper way to access cutting-edge artificial intelligence inference capabilities with the launch of Antseed today. It’s a new peer-to-peer marketplace that makes it possibl

    →6 Oct 2026Anaconda expands beyond Python with agent swarms and AI security testing

    Artificial intelligence development firm Anaconda Inc. is enhancing its enterprise AI platform with tools to coordinate groups of AI agents, test their security and move applications into production.

    →8 Oct 2026Welcome to Gemini at Work 2026: Introducing the Gemini agent

    Editor’s note: This article is adapted from Thomas Kurian’s keynote address at Gemini at Work 2026. It includes a number of announcements: Gemini, a single, universal agent for work that answers your

    →8 Oct 2026OpenDocRouter is basically OpenRouter for document OCR You can compare and use all your favorite OCR models under a single API / billing int…

    OpenDocRouter is basically OpenRouter for document OCR You can compare and use all your favorite OCR models under a single API / billing interface. They range from some of the lightweight/OSS models (

    →9 Oct 2026How Postman runs Agent Mode for 40 million developers on Amazon Bedrock

    Building an AI agent that works in a demo is a different problem from running one for 40 million developers. Postman and AWS share the architectural patterns behind Agent Mode: controlling tool sprawl

    ToolHugging Face8 recent entries
    10 Oct 2026Is anyone running Qwen3.8 Flash Next with a 1M context?

    So, while doing a search to read the model card again, and because I didn't memorize the huggingface URL, I saw an AI 'answer' at the top of the search, stating that while it natively supports a ~244k

    →10 Oct 2026Created laya : Now Introducing a new 800 Million Param physics-based typed decision model with 73k context and image support

    Around 3 weeks ago, I posted on this subreddit about how Jev used my one-year-old architecture, og post: https://www.reddit.com/r/LocalLLaMA/s/VpuMJt577S Then, just after that, I introduced Laya, the

    →10 Oct 20263.66B formal logic model built on Granite 4.2 3B · Hugging Face

    webAI released TwIL LM3 Pro on September 30. I haven't seen it posted here yet, so I went through the model card, and their comparison chart is attached. It's a 3.66B model built on IBM's Granite 4.2

    →11 Oct 2026We turned @OpenAI's math problems into open-source RL environments on @huggingface! Early and rough (the verifier only accepts the exact ori…

    We turned @OpenAI's math problems into open-source RL environments on @huggingface! Early and rough (the verifier only accepts the exact original formalization, so an equivalent proof can still score

    →11 Oct 2026OpenMed 3.0 is out: Apache-2.0 clinical AI that runs fully local and never falls back to the cloud. 422 open issues if you want in on 3.1

    Hey r/LocalLLaMA! Maintainer here. Some of you might remember OpenMed from our 1.8 post a few months back. Quick recap: it's an open-source (Apache-2.0) medical AI toolkit with one rule we never break

    →11 Oct 2026Nvidia reportedly in early talks to buy, acquihire or invest more in Reflection AI

    Nvidia Corp. is in early talks to acquire open-weight model developer Reflection AI Inc. or invest more in the startup, according to the Financial Times. People familiar with the matter told the paper

    →11 Oct 2026Now you can grow Bonsai on your potato

    No more excuses for GPU-poor folks not to start LLMing! Full 27B-class reasoning in ternary transformer weights, for llama.cpp (CUDA, Metal, CPU) ~9.3x smaller than FP16 (ideal) | 98.2% of FP16 intell

    →11 Oct 2026I trained a 102M recursive BitNet-v2 model from scratch: 64K context, trained on less than 5B tokens

    DISCLAIMER: the post and the model card was made with the assist of AI. Hiya, I’m releasing Recursive BitNet N-Gram 102M, a small experiment combining ternary weights, shared transformer layers, and h