News / #security Tag Security 500 articles archived under #security · RSS Sign in to follow Vercel — AI dev-tools 13d ago Introducing eve Today, we are proud to introduce eve , an open-source agent framework for building, running, and scaling agents. eve is designed around the idea that building an agent should mean defining what it does without assembling all of the pieces that it needs to run in production.… 15 Simon Willison community 13d ago NetNewsWire Status NetNewsWire Status I find this inspiring. Brent Simmons retired a year ago, and his retirement project is making one piece of software really, really good - free from any commercial pressure. The software is NetNewsWire, first released in 2002 and made open source in 2018. I've… 14 Vercel — AI dev-tools 13d ago Introducing eve, an open-source agent framework eve is now available in public preview. eve is an open-source framework for building, running, and scaling agents. An agent is just a directory of files, and production comes built in: Durable execution Sandboxed compute Human-in-the-loop approvals Subagents Evals The smallest… 31 Hugging Face official-blog 13d ago Agentic Resource Discovery: Let agents search Back to Articles a]:hidden"> Agentic Resource Discovery: Let agents search for tools, skills, and other agents. Published June 17, 2026 Update on GitHub Upvote - ben burtenshaw burtenshaw shaun smith evalstate If you build with agents today, you probably know three protocols.… 15 MIT News — AI research 13d ago MIT’s Initiative for New Manufacturing builds momentum In its first year, INM has worked across research, workforce development, and industry engagement to help accelerate new manufacturing technologies and their real-world deployment. 17 Ars Technica — AI news-outlet 13d ago Critical Copilot vulnerability allowed hackers to seal 2FA code from users SearchLeak exploit shows why the industry's approach to LLM security fails over and over. 4 r/MachineLearning community 13d ago Source code for LLMs. [D] I was digging through Hugging Face’s Transformers repo and found https://github.com/huggingface/transformers/blob/main/src/transformers/models/gpt_oss/modeling_gpt_oss.py From what I can tell, this isn’t just boilerplate, it looks like a full implementation. is it actually the… 15 r/LocalLLaMA community 13d ago Donate your coding sessions to an open CC-BY-4.0 dataset to help train open-weight and open source models Anthropic and Open AI are getting so much data from the Claude Code and Codex usage, and I'm quite scared this will create an oligopoly because only their models will be trained on it, leaving the open-weight and open source models behind. So I'm trying to launch a little… 34 r/LocalLLaMA community 14d ago Diffusion Gemma Jailbreak I was told my Gemma 4 jailbreak also works with Diffusion Gemma, so I'm reposting here for kicks. Use the following system prompt to allow Gemma (and most open source models) to talk about anything you wish. Add or remove from the list of allowed content as needed.… 36 arXiv — Machine Learning research 14d ago QPILOTS: Efficient Test-Time Q-Steering for Flow Policies arXiv:2606.14801v1 Announce Type: new Abstract: Flow-matching and diffusion policies are expressive action generators, but optimizing them with temporal-difference reinforcement learning (RL) remains difficult. Effective policy extraction requires exploiting the critic's action… 37 arXiv — Machine Learning research 14d ago GRASP: Gradient-Aligned Sequential Parameter Transfer for Memory-Efficient Multi-Source Learning arXiv:2606.14900v1 Announce Type: new Abstract: Multi-source transfer learning faces a fundamental scalability bottleneck: existing approaches require either loading all K source models into memory simultaneously during parameter fusion, requiring O(K) memory, or deploying all… 14 arXiv — Machine Learning research 14d ago Temporal Difference Learning for Diffusion Models arXiv:2606.15048v1 Announce Type: new Abstract: Diffusion models are typically trained with objectives that focus on local denoising targets at individual time steps (or adjacent pairs), which do not enforce consistency between predictions along the denoising trajectory. This… 21 arXiv — Machine Learning research 14d ago Towards a Unified Generative Model for Scarce Time Series with Domain Experts arXiv:2606.15172v1 Announce Type: new Abstract: Synthesizing realistic time series with generative models has wide-ranging applications in real-world scenarios. Despite recent progress, most existing methods are trained under the assumption of abundant training data, which… 18 arXiv — Machine Learning research 14d ago CIWI-CKT: Chaos-Informed Wave Interference Feature Fusion and Cross-City Knowledge Transfer for Traffic Flow Forecasting arXiv:2606.15642v1 Announce Type: new Abstract: Accurate traffic flow prediction remains challenging in cross-city, data-scarce scenarios where limited historical data hinders model generalisation. The chaotic nature of traffic dynamics, complex spatio-temporal dependencies, and… 27 arXiv — NLP / Computation & Language research 14d ago Adapting Reinforcement Learning with Chain-of-Thought Supervision for Explainable Detection of Hateful and Propagandistic Memes arXiv:2606.15307v1 Announce Type: new Abstract: Hateful and propagandistic memes exploit the interplay between images and text to convey harmful intent that neither modality reveals alone. Although thinking-based multimodal large language models (MLLMs) have advanced… 21 arXiv — NLP / Computation & Language research 14d ago Distilling Examples into Task Instructions: Enhanced In-Context Learning for Real-World B2B Conversations arXiv:2606.15641v1 Announce Type: new Abstract: In-context learning (ICL) is the standard method for low-resource classification, yet its efficacy in specialized domains remains largely unexplored. We address the challenge of classifying semantically complex, multi-party B2B… 24 arXiv — NLP / Computation & Language research 14d ago FinBalance: A Multi-Document Accounting Reconciliation Benchmark arXiv:2606.15949v1 Announce Type: new Abstract: Existing financial-NLP benchmarks mostly evaluate prepared artifacts such as filings, tables, or extracted values. Real accounting begins earlier: source documents must be reconciled into cited journal entries, aggregated into a… 32 arXiv — NLP / Computation & Language research 14d ago Weaving Multi-Source Evidence for Biomedical Reasoning: The BioMedHop Benchmark and BioWeave Framework arXiv:2606.16211v1 Announce Type: new Abstract: Biomedical question answering (QA) increasingly requires reasoning over interacting entities, where supporting evidence is scattered across biomedical knowledge graphs, literature documents, and web-accessible resources. However,… 36 Hugging Face Daily Papers research 14d ago TuneJury: An Open Metric for Improving Music Generation Preference Alignment Abstract A novel open-source pairwise reward model for text-to-music generation that provides calibrated preference scoring and generalizes across multiple downstream applications through a frozen reward mechanism. Generated by Qwen/Qwen2.5-Coder-32B-Instruct We introduce… 5 Hacker News — AI on Front Page community 14d ago Ten years of ClickHouse in open source Article URL: https://clickhouse.com/blog/open-source-10 Comments URL: https://news.ycombinator.com/item?id=48546890 Points: 225 # Comments: 65 9 r/LocalLLaMA community 14d ago We trained a cybersecurity-focused Mythos like LLM open weights on HuggingFace We built OpenMythos for the Build Small Hackathon an open-source LLM trained specifically for cybersecurity tasks. Wanted to share our training approach since the RLVR setup was non-trivial and might be interesting to people doing similar domain-specific fine-tuning. The problem… 7 Simon Willison community 14d ago "They screwed us": Personality clashes sent Anthropic's models offline "They screwed us": Personality clashes sent Anthropic's models offline Lots of "source familiar with the administration's thinking" and "source close to Anthropic" in this Axios piece, which is the best collection of behind-the-scenes gossip I've seen about the US… 22 TechCrunch — AI news-outlet 14d ago Salesforce acquires AI customer service platform Fin for $3.6 billion Salesforce says it wants to use Fin's team and technology to improve Agentforce, its existing enterprise platform that businesses can use to build custom AI agents that automate tasks. 27 The Information — AI news-outlet 14d ago Salesforce to Acquire Customer AI Agent Fin for $3.6 Billion Salesforce has agreed to buy Fin, a startup that develops customer agents formerly known as Intercom, for $3.6 billion, as the software giant hopes to win new businesses from enterprises to adopt its own AI offering. The sale price is a big premium to Fin’s last valuation of $2… 18 Hacker News — AI on Front Page community 14d ago Salesforce to Acquire Fin (formerly Intercom) for $3.6B Article URL: https://www.salesforce.com/news/press-releases/2026/06/15/salesforce-signs-definitive-agreement-to-acquire-fin/?bc=HL Comments URL: https://news.ycombinator.com/item?id=48540126 Points: 208 # Comments: 168 6 Hacker News — AI on Front Page community 15d ago Curl will not accept vulnerability reports during July 2026 Article URL: https://daniel.haxx.se/blog/2026/06/15/curl-summer-of-bliss/ Comments URL: https://news.ycombinator.com/item?id=48537165 Points: 280 # Comments: 71 25 arXiv — Machine Learning research 15d ago High-Frequency Pricing at Scale for E-Commerce arXiv:2606.13741v1 Announce Type: new Abstract: This paper presents the design, development, and implementation of a specialized forecast-then-optimize algorithmic pricing tool for sales campaigns in fashion e-commerce. Sales events present unique challenges for pricing… 20 arXiv — NLP / Computation & Language research 15d ago Natively Unlearnable Large Language Models arXiv:2606.13873v1 Announce Type: cross Abstract: Unlearning aims to remove the influence of specific training data sources, but this has proved challenging because the contributions of different sources are entangled within the model. Isolating source contributions to disjoint… 15 arXiv — Machine Learning research 15d ago Zeta: Dual Whitening for Matrix Optimization via Coordinate-Adaptive Preconditioning arXiv:2606.14187v1 Announce Type: new Abstract: Large-scale neural network training increasingly relies on matrix-aware optimizers that exploit the structure of weight parameters beyond element-wise adaptation. However, existing matrix-aware methods such as Muon have an… 37 arXiv — NLP / Computation & Language research 15d ago Benchmarking Web Agent Safety under E-commerce Deceptive Interfaces arXiv:2606.13686v1 Announce Type: new Abstract: As autonomous web agents are increasingly deployed to perform real-world tasks, ensuring their safety has become a critical concern. In this work, we study web agent behavior under realistic deceptive interfaces in the e-commerce… 25 r/LocalLLaMA community 15d ago Made a macOS app that creates highly personal macOS apps. Works with models as small as Gemma 4 E2B Apologies in advance as the video is demonstrating with GPT 5.4 mini (a local model would take too long for a video), however I’ve made the same app with Gemma 4 E4B. Been working on an open source project for a while called Ironsmith. The gist is you can create highly… 13 r/MachineLearning community 15d ago I built an open-source Knowledge Graph pipeline with hybrid retrieval to improve LLM multi-hop reasoning [P] Hey everyone, I built an open-source full-stack pipeline (Django + React) that constructs a Knowledge Graph from raw text, detects thematic communities, and uses hybrid search to solve the "lost in the middle" problem in standard vector retrieval. The Pipeline: Ingestion &… 8 Hacker News — AI on Front Page community 15d ago I indexed 669 GB of my GoPro videos using my M1 Max computer and local ML models TLDR: I had 2,207 GoPro videos, and I need to rewatch them to find interesting moments from my cycling journey. I built a project to index them locally on my M1 Max using open-source ML models, search for those moments, and send the best clips straight to my DaVinci Resolve… 28 r/LocalLLaMA community 15d ago Xiaomi is now serving MiMo V2.5 at 1000-3000tps using DFlash & Persistent kernel. DFLash model is out, open-source release promised coming soon https://mimo.xiaomi.com/blog/mimo-tilert-1000tps   submitted by   /u/Dany0 [link]   [comments] 20 r/LocalLLaMA community 16d ago Open source AI Must Win   submitted by   /u/rm-rf-rm [link]   [comments] 12 Simon Willison community 16d ago Mapping SQLite result columns back to their source `table.column` Research: Mapping SQLite result columns back to their source `table.column` It would be neat if arbitrary SQL queries in Datasette could be rendered with additional information based on which columns from which tables were included in the results. To build that, we would need to… 35 TechCrunch — AI news-outlet 16d ago KPMG pulls report on AI usage due to apparent hallucinations Once again, AI proves to be an unreliable source of information about AI. 23 TechCrunch — AI news-outlet 16d ago Amazon CEO reportedly raised Anthropic model concerns before government crackdown Amazon CEO Andy Jassy may have been the source of security concerns that led Anthropic to cut off worldwide access to two models on Friday. 36 r/MachineLearning community 16d ago I’m building a free bilingual machine-learning notebook course — looking for feedback on structure and coverage [R] Hi everyone, I’m building an open-source machine-learning tutorial repository in Jupyter Notebook format: https://github.com/mohammadijoo/Machine_Learning_Tutorials The course is bilingual: English and Persian/Farsi versions are organized in parallel. The goal is to make a… 18 r/LocalLLaMA community 16d ago This is coming to Chinese open source models pretty soon. - prepare yourself. Don’t be surprised . Prepare yourself. This could happen anytime. There’s a bigger strategy here than just Fable5   submitted by   /u/MLExpert000 [link]   [comments] 35 r/LocalLLaMA community 17d ago We should set up a torrent network for open source models. Was just thinking about this due to recent events. Hugging Face is a US-based company, legally incorporated as Hugging Face, Inc. with its official headquarters located in Brooklyn, New York. It seems like a pretty big single point of failure for local models. Maybe a… 23 Ars Technica — AI news-outlet 17d ago Anthropic shuts down Fable, Mythos models following Trump admin directive Commerce dept. worries that a Fable 5 "jailbreak" could be a national security threat. 13 Hacker News — AI on Front Page community 17d ago Open Source AI Must Win Article URL: https://opensourceaimustwin.com/?share=v2 Comments URL: https://news.ycombinator.com/item?id=48511908 Points: 307 # Comments: 70 26 Marcus on AI community 17d ago Breaking news: US Commerce Department effectively shuts down Anthropic’s latest models After two years of underregulating AI, the US government suddenly takes the nuclear option 10 Hacker News — AI on Front Page community 17d ago Kimi K2.7-Code: open-source coding model with better token efficiency Article URL: https://huggingface.co/moonshotai/Kimi-K2.7-Code Comments URL: https://news.ycombinator.com/item?id=48502347 Points: 208 # Comments: 100 34 Hugging Face Daily Papers research 17d ago ArogyaSutra: A Multi-Agent Framework for Multimodal Medical Reasoning in Indic Languages Abstract ArogyaBodha dataset and ArogyaSutra framework enhance multilingual medical reasoning in low-resource settings through diverse data integration and actor-critic multi-agent reasoning. Generated by Qwen/Qwen2.5-Coder-32B-Instruct Multimodal Large Language Models (MLLMs)… 30 r/MachineLearning community 17d ago Building an Open Source Edge Semantic Cache for LLMs in Rust/WASM – Sanity check on the architecture? [D] Hey everyone, I am planning out a new open-source infrastructure project and want to get some brutal feedback on the architecture and use-case validity from people running high volume LLM workloads in production. The Problem: Python-based proxies/gateways introduce too much… 27 r/LocalLLaMA community 17d ago [browser-use-wasm] I made a browser-use agent that runs in WASM at zero cost The only cost is electricity! I built this in a few weeks since I couldn't find anything else like it. Demo: https://pdufour.github.io/browser-use-wasm/ Source Code: https://github.com/pdufour/browser-use-wasm One thing I've wanted to do for a while was add a widget to my page… 12 r/LocalLLaMA community 17d ago Huawei Released openPangu 2.0 (Will open source on June 30) At the Huawei Developer Conference (HDC 2026) held on June 12, Richard Yu, Executive Director of Huawei, officially launched the brand-new, open-source Pangu large model—openPangu 2.0. The model is fully adapted to the HarmonyOS ecosystem and has achieved deep optimization and… 12 Hugging Face Daily Papers research 17d ago TreeSeeker: Tree-Structured Trial, Error, and Return in Deep Search Abstract TreeSeeker is an inference-time framework that uses tree-structured search with branch-and-return control to manage exploration and exploitation in deep search tasks, improving performance through systematic trial-and-error decision making. Generated by… 23 Page 4 of 10 · 500 articles ← Newer Older →
