News / #security Tag Security 500 articles archived under #security · RSS Sign in to follow arXiv — NLP / Computation & Language research 23d ago Trustworthy FinAInce: Unpacking How AI-Mediated Financial Advice is Judged arXiv:2609.20989v1 Announce Type: cross Abstract: As generative AI is increasingly used as a source of personal financial guidance, understanding how people appraise such advice is important for supporting appropriate reliance. We conducted a randomized vignette experiment with… 20 r/LocalLLaMA community 23d ago ZCode is now open source ZCode is now open source , and the reported security issues have been addressed. Source code: https://github.com/zai-org/ZCode The repo includes its desktop app, web workspace, backend, Agent CLI, and runtime. Official announcement: In response to the ZCode product security… 24 r/LocalLLaMA community 24d ago laya.cpp: Optimized laya near-instant decision making After seeing u/Nandakishor_ml’s post introducing Laya , I wanted to see how fast it could run in a standalone C++ implementation. Credit to u/Nandakishor_ml for the architecture, training and open-source release. My contribution is the inference implementation: laya.cpp , built… 25 llama.cpp releases dev-tools 24d ago b11059 metal: add F16 input to the FWHT ( #29094 ) metal: add F16 input to the FWHT The Metal FWHT kernel accepts F32 input only. This change makes the source type a template parameter, so the kernel reads an F16 source directly instead of requiring a converted copy. The F32… 11 r/MachineLearning community 25d ago ProgramAsWeights: compile English function descriptions into neural programs that run locally [R] Given the recent interest in tools like Jev, I wanted to share ProgramAsWeights (PAW), an open-source research project I'm working on at the University of Waterloo. You describe a text function in English, compile it into a reusable neural program, and run it locally, including… 13 TechCrunch — AI news-outlet 25d ago Flock reportedly tries to shrink workforce with employee buyouts Without buyouts, Flock would "almost certainly" need to lay off staff. 14 r/LocalLLaMA community 25d ago “DeadGrid” now open source exclusively made with qwen 3.8 27b Q4KM Play it right in your browser, no download. Some of the GLB’s are messy, but overall I’ve enjoyed playing with it, and the last iteration made was the gun/weapon placement. Contributors are welcome, would like to see what can be made of this from local inference only.… 4 TechCrunch — AI news-outlet 25d ago Trump suggests rebranding AI with a new name, says he’s also creating an AI Force Trump claimed, without evidence, that the AI backlash is a Democratic hoax. 20 r/LocalLLaMA community 25d ago Von: Open-source 395M "System One" model Took me a while since I'm on a family trip and have limited hardware, but here it is! Von: Open-source "System One" drop-in replacement for TypeSafe's JEV. https://github.com/wfzyx/von https://huggingface.co/wfzyx/von-1.0 It runs entirely on a CPU with 1–2 GB of memory (I… 21 llama.cpp releases dev-tools 25d ago b11053 server : improve startup log messages ( #29125 ) server-models : show source per model in log Show [source] tag (preset/models_dir/cache) per model instead of cryptic * marker Show HF hub cache path in the 'Loaded cached model presets' log Add hf_cache::get_cache_dir() public… 14 TechCrunch — AI news-outlet 25d ago Vals, backed by Andreessen Horowitz, is looking to become the gold standard for AI benchmarking Vals AI is hoping to make AI benchmarking a more neutral and trustworthy resource in a world increasingly inundated by AI models. 32 Hacker News — AI on Front Page community 25d ago Laya the open source version of Jev Article URL: https://laya.convaiinnovations.com/ Comments URL: https://news.ycombinator.com/item?id=49765348 Points: 330 # Comments: 64 15 r/MachineLearning community 25d ago ACM TAPS moved my camera-ready to support, deadline is in 2 days. Anyone been through this? [D] My paper got accepted at an ACM conference and I'm doing the camera-ready through TAPS. The PDF compiled fine, but TAPS flagged a "source to HTML conversion issue" and moved the file to TAPS Support. Now the upload option is gone from my dashboard, so I can't resubmit myself.… 35 r/LocalLLaMA community 25d ago Qwen3.8-27B at 144 tok/s on an M5 Max MacBook Pro Meet Inco Splash, open-source inference engine, built around the model and around Apple silicon. Up to 3× the decode speed of Ollama, 2× oMLX, and almost 4× when an agent fans out into sub-agents. Requirements: M3 or newer, macOS 26.4+, 36 GB Get started with a single command:… 32 r/LocalLLaMA community 25d ago I truly think every major AI lab is purposefully making fear-mongering headlines to get regulations that hurt open-source models   submitted by   /u/Fusseldieb [link]   [comments] 35 The Information — AI news-outlet 26d ago Google’s Gemini Model Hacks Companies During Test Google acknowledged that its Gemini AI model unexpectedly breached the networks of three outside companies during safety evaluations conducted by third-party testing firm Irregular last May, The Wall Street Journal reported. During the exercise, Gemini gained entry to the… 33 r/LocalLLaMA community 26d ago ProgramAsWeights: describe an AI function in English, compile it once, and run it locally on CPU With the recent interest in Jev, especially in open-source and locally executable alternatives, I wanted to share a related project we've been building at the University of Waterloo: ProgramAsWeights (PAW). The idea is simple: describe a function in English, compile it once,… 9 Hacker News — AI on Front Page community 26d ago Korea raises data breach fines to 10% of revenue Article URL: https://www.koreajoongangdaily.com/business/korea-raises-data-breach-fines-to-10-of-revenue/12869899 Comments URL: https://news.ycombinator.com/item?id=49759466 Points: 219 # Comments: 68 22 Ars Technica — AI news-outlet 26d ago US government website used Chinese model the FBI called "malicious" The Federal Register website briefly used an open source Chinese AI search tool. 12 Stratechery (Ben Thompson) community 26d ago 2026.38: Doomforce The best Stratechery content from the week of September 14, 2026, including the view from anywhere but San Francisco, the limited potential for a pacing deal, and the Salesforce zag. 33 r/LocalLLaMA community 26d ago MiniMax Code is now open source. Maybe M3.1 is the next thing to watch. MiniMax has released the source code for MiniMax Code’s terminal agent: https://github.com/MiniMax-AI/minimax-code https://preview.redd.it/st9izmm8zaqh1.png?width=3016&format=png&auto=webp&s=5853bc316ea0b1823e42fd5574a4e713b47e3441 For those unfamiliar with it, MiniMax Code is… 35 r/LocalLLaMA community 26d ago MiniMax Code goes open source MiniMax has open-sourced the terminal version of MiniMax Code: https://github.com/MiniMax-AI/minimax-code How can developers verify the content that encoding proxies read, send, and store? This is a topic that has been widely discussed recently. Open sourcing the agent doesn’t… 4 r/LocalLLaMA community 26d ago China’s mysterious AI company Naive AI is valued at over $1.4 billion and could release its first open-source llm model as early as this month. According to people familiar with the matter, Naive AI, an AI startup founded in February this year by Tsinghua University professor Dai Jifeng, has completed three funding rounds totaling $400 million, bringing its valuation to more than $1.4 billion and earning it unicorn… 5 TechCrunch — AI news-outlet 26d ago Researchers used Anthropic’s Claude to hack into OpenAI Security researchers used Anthropic’s Claude to exploit vulnerabilities in OpenAI’s systems, taking over employee accounts and gaining access to an internal code repository before reporting the flaws. 17 r/MachineLearning community 26d ago What studies isolate back-and-forth LLM interaction from one-way sharing and self-refinement [D] I'm trying to find out whether back-and-forth between two different LLMs improves task success beyond strong alternatives under a controlled resource budget — and I'd rather hear that it's already settled than spend money finding out. AI-assisted throughout: the protocol was… 7 r/LocalLLaMA community 26d ago Flyweight: open-source C++/CUDA engine for running MoE models bigger than your VRAM on one GPU + system RAM. First PyPI release, looking for contributors. Been building this for a few months, mostly for myself, and it just got a proper release so figured I'd post it. It's a native GGUF inference runtime with OpenAI/Anthropic-compatible APIs and a chat UI. The whole point is one consumer NVIDIA card + lots of RAM: MoE models that… 21 r/LocalLLaMA community 26d ago Made the horizontal open-source model for Jev with RLCD, and it surpasses all the Jev benchmarks. HF space, benchmark, model, repo Thanks for the exceptional support ( https://www.reddit.com/r/LocalLLaMA/comments/1wijo3e/i_literally_built_the_jev_architecture_one_year/ ) and for the dozens of requests to make a generic model, run benchmarks, and create an HF space so anyone can test it. So here you go,… 30 arXiv — Machine Learning research 26d ago OceanMoE: Structured Conditional Sparse Computation for Long-Horizon Multivariate Ocean Forecasting arXiv:2609.19768v1 Announce Type: new Abstract: Multivariate ocean forecasting must exploit shared evolution in a coupled ocean system while adapting to the heterogeneous statistical and dynamical characteristics of different prediction variables and locations. Fully shared… 36 arXiv — Machine Learning research 26d ago AURA: Adaptive Uncertainty-Routed Analysis for Email Threat Detection arXiv:2609.19873v1 Announce Type: new Abstract: Email spam and phishing attacks remain a critical security threat. Adversaries increasingly exploit large language models to craft contextually convincing malicious messages, and existing spam detection systems often struggle to… 10 arXiv — Machine Learning research 26d ago Intact-to-Amputee Transfer in Surface-EMG Gesture Decoding: Training Source and Calibration Budget arXiv:2609.20297v1 Announce Type: new Abstract: A recogniser trained on one person rarely transfers to the next, and useful performance usually demands a fresh round of labelled calibration from the end user. A systematic review of 1077 studies quantifies where the evidence is… 9 arXiv — Machine Learning research 26d ago Distributionally Robust Federated Learning with Multi-Source Data arXiv:2609.20501v1 Announce Type: new Abstract: Federated learning trains a shared model from private client data. In practice, data-generating distributions may differ, and the true mixture across clients is often unknown, making the underlying group distribution difficult to… 36 arXiv — NLP / Computation & Language research 26d ago From Parameters to Behaviors: A Survey of Model Fusion for Large Language Models arXiv:2609.19553v1 Announce Type: new Abstract: Model fusion integrates the capabilities from source models into a single target model. As of June 2026, Hugging Face hosts more than 2M models. This growing pool provides a rich base for model reuse and capability integration. Yet… 28 arXiv — NLP / Computation & Language research 26d ago V\={a}kQA: A Benchmark and Evaluation Study for Telugu Spoken Factoid Question Answering arXiv:2609.19879v1 Announce Type: new Abstract: Question answering has advanced rapidly with large language models, but predominantly for high-resource languages, in both text and spoken settings. Spoken question answering (SQA) benchmark for Telugu remains unexplored, and the… 11 arXiv — NLP / Computation & Language research 26d ago Viveka-Insight: a cross-lingual concept graph and citation-grounded retrieval resource over the complete works of Swami Vivekananda in English and Bengali arXiv:2609.20303v1 Announce Type: new Abstract: Classical philosophical corpora pose three compounding challenges for language resources: they exist in several languages without parallel alignment, their vocabulary is remote from that of contemporary readers, and generated text… 14 arXiv — NLP / Computation & Language research 26d ago Riemannian--Lorentz Fusion of Vision Transformers and State-Space Models arXiv:2609.19384v1 Announce Type: cross Abstract: Scaling deep learning faces critical bottlenecks: data exhaustion, exponential training costs, and resource concentration. Model merging combines pre-trained checkpoints without gradient descent, offering orders-of-magnitude… 5 arXiv — NLP / Computation & Language research 26d ago BurnRiSc: Toward Non-Invasive Burnout Screening in Open Source from Public Repository Signals arXiv:2609.19422v1 Announce Type: cross Abstract: Burnout is a chronic occupational syndrome, and open source is close to a worst case for it: maintainers absorb unbounded demand with no manager to reallocate work and no organization to notice decline. The cost is not only… 7 Vercel — AI dev-tools 27d ago Reproducing, disclosing, and fixing the libheif vulnerability with Hacktron and the maintainers In August 2026, Hacktron reported what looked like a remote code execution (RCE) vulnerability in Next.js image optimization. Their investigation found that the vulnerable code was not in Next.js itself, but upstream in libheif, an AVIF image decoder used by Next.js, ImageMagick… 23 Simon Willison community 27d ago Self-generated prompt injections in compaction summaries Self-generated prompt injections in compaction summaries In Our framework for reporting model misalignment OpenAI provide "six reports on unexpected or concerning model behavior we’ve observed in the last six months". This one here is my favorite: they caught some of their… 38 Vercel — AI dev-tools 27d ago Run Terminal-Bench and other Harbor evals on Vercel Sandbox You can now run Harbor evals on Vercel Sandbox. Harbor is the open-source harness behind Terminal-Bench , whose registry includes many other benchmarks such as SWE-bench, tau3-bench and OSWorld. Pass --env vercel to harbor run and each trial executes in its own isolated… 18 Vercel — AI dev-tools 27d ago The skills CLI now supports Notion hosted skills skills@1.7.0 adds Notion skills databases as an install source for agent skills . Notion skills are reusable agent skills written as Notion pages. Teams author, review, and update them in the workspace they already use, then install them into any agent the skills CLI supports.… 27 r/LocalLLaMA community 27d ago shots fired at dario from glm https://preview.redd.it/bqjrvgknt3qh1.png?width=2810&format=png&auto=webp&s=ec9f25709d6f2951a530228d430e0b8ecdbd8738 source super interesting read from glm as usual   submitted by   /u/Elux91 [link]   [comments] 12 The Information — AI news-outlet 27d ago Introducing The Information’s 50 Most Influential People in Tech Money, technical savvy and disruptive ideas all matter within the technology industry. But the most seismic force is influence. Those who have it build, fund and steer the companies that alter the world—again and again. Those without it can only rise so far. So who’s got… 37 r/LocalLLaMA community 27d ago We built an open-source GPU profiler you point an AI agent at, instead of reading traces yourself We've been tuning vLLM/SGLang/llama.cpp setups for a long time and got tired of the profiling part: nsys trace, open the GUI, squint, change a flag, repeat. The profilers assume a human is looking at the timeline. These days the thing doing our tuning is usually an agent, and it… 26 arXiv — Machine Learning research 27d ago FedPGT: Progressive Gradient Transmission for Vehicular Federated Learning over Time-Varying Channels arXiv:2609.18089v1 Announce Type: new Abstract: Vehicular federated learning (VFL) enables privacy-preserving collaborative model training for intelligent transportation systems, where communication resource allocation and gradient sparsification techniques have been explored to… 32 arXiv — Machine Learning research 27d ago Multi-Appliance Non-Intrusive Load Monitoring via Label-Preserving Aggregate Recomposition and Prediction Consistency arXiv:2609.18315v1 Announce Type: new Abstract: Non-intrusive load monitoring (NILM) estimates appliance power sequences from aggregate power, but models trained on source households commonly lose accuracy in unseen households. Aggregate power also contains loads from other… 23 arXiv — NLP / Computation & Language research 27d ago MudawanSn: A Gold-Standard Wolof-Arabic Parallel Corpus for Machine Translation arXiv:2609.17539v1 Announce Type: new Abstract: We present MudawanSn, a gold-standard resource of 1,271 sentence-aligned pairs manually translated from Wolof into Modern Standard Arabic (MSA). The source texts are drawn from the MasakhaNER corpus and cover politics, society,… 30 arXiv — NLP / Computation & Language research 27d ago T-SANDHI: Tone Sandhi-aware Adaptive Network with Decoupled Hybrid Injection for Low-resource Taiwanese Hokkien Speech Recognition arXiv:2609.18194v1 Announce Type: new Abstract: In Taiwanese Hokkien automatic speech recognition (ASR), prior studies often treat tone sandhi as a major challenge under the assumption that models fail to process implicit phonological variations. However, our experiments on… 36 arXiv — NLP / Computation & Language research 27d ago Behavior2Value: Benchmarking and Empowering LLMs for Consumer Value Measurement from E-commerce Behaviors arXiv:2609.18203v1 Announce Type: new Abstract: Human values are deep motivational orientations that shape human behaviors. In e-commerce, they reveal the stable drivers behind users' purchase decisions. Compared with short-term interests, consumer values better explain how… 26 arXiv — NLP / Computation & Language research 27d ago A Scalable Framework for Automated NER Annotation Correction in Low-Resource Languages arXiv:2609.18739v1 Announce Type: new Abstract: Poor quality or noisy annotations in Named Entity Recognition (NER), as in any other NLP task, make it challenging to achieve state-of-the-art performance. In this paper, we present a multi-step framework to enhance the annotation… 29 arXiv — NLP / Computation & Language research 27d ago Zero-Shot Cross-Lingual Recognition of Sign Language Handshapes arXiv:2609.18772v1 Announce Type: new Abstract: Sign language processing advances rapidly for high-resource languages such as American Sign Language (ASL), yet most of the world's sign languages lack the phonological annotations new methods require. We present the first… 29 Page 6 of 10 · 500 articles ← Newer Older →
