Open-Source AI
Jun 9, 2026

The Gist
Microsoft's open-source AI development tools were hacked, allowing attackers to steal passwords from AI developers. Researchers released Harness-1, a new open-source AI search tool that outperforms GPT-5.4 at finding relevant information. Multiple technical improvements were made to popular AI tools, making them faster and more efficient for developers.
Today's Stories
- 1
Microsoft's open-source AI tools hacked to steal developer passwords
Hackers targeted Microsoft's open-source development tools used by AI developers, successfully stealing login credentials. The attack specifically focused on tools that developers use to build AI applications, putting sensitive development work at risk.
AI developers using these Microsoft tools need to change their passwords immediately and update to secure versions to protect their projects and accounts.
- 2
New open-source AI search tool Harness-1 outperforms GPT-5.4
Researchers from University of Illinois, UC Berkeley, and Chroma released Harness-1, a 20-billion parameter AI search agent that scored 73% on information retrieval tasks, beating GPT-5.4's 70.9%. The tool is available for free under Apache 2.0 license, allowing anyone to use and modify it.
Developers and companies can now access a powerful AI search tool for free that performs better than expensive commercial alternatives, potentially improving search features in apps and websites.
- 3
Student creates free legal AI workspace for lawyers
An open-source legal AI workspace called AI-Blueprint was launched to help lawyers work with AI tools locally on their computers without sending data to external servers. The tool is designed to be privacy-focused and cost-effective for legal professionals.
Law firms and legal professionals can now use AI assistance while keeping sensitive client information secure on their own computers instead of cloud services.
- 4
JetBrains releases Mellum 2 AI model with improved speed and performance
JetBrains launched Mellum 2, a 12-billion parameter AI model that activates only 2.5 billion parameters at a time, achieving speeds of over 100 tokens per second even with large context windows. The model showed strong performance in coding and tool-calling tasks.
Developers using JetBrains tools may soon get faster AI assistance for coding, debugging, and understanding large software projects.
- 5
Multiple technical improvements boost AI tool performance for developers
Several updates were released for popular AI development tools including llama.cpp (a tool for running AI models locally), with improvements ranging from 2x to 3.7x speed increases. New tools were also created to help developers configure and optimize their AI setups more easily.
Developers running AI models on their own computers will see significantly faster performance and have easier-to-use configuration tools.
What to Watch
More security vulnerabilities may emerge in open-source AI development tools as they become more popular targets for hackers. The release of powerful open-source models like Harness-1 suggests commercial AI companies will face increased competition from free alternatives.
Sources
- Microsoft's open source tools were hacked to steal passwords of AI developers
- Show HN: Open-source, local-first legal AI workspace for lawyers
- Any Free AI Agents for Students? Looking for Affordable Ways to Build Projects and Learn
- 2X tk/s (from 19.4 -> 38.1 tk/s on 1 x MI50) Playing with a hypothesis like speculative decoding.. but instead of an additional side model, exploiting that I can run multiple computations side-by-side AS IF I had Qwen3.6-27B loaded twice in memory - small quants don't use all the available compute
- Here's a llama.cpp CLI Command builder
- ggml-webgpu: Improve prefill speeds for k-quants + refactor matmul for Q4/Q5/Q8 and k-quants by yomaytk · Pull Request #24225 · ggml-org/llama.cpp
- Jetbrains Mellum 2: a really good and performant model
- Quick note on the QAT of recent
- Pipeline parallelism in llama.cpp may be wasting your VRAM
- ers trained an open source AI search agent, Harness-1, that outperforms GPT-5.4 on recalling relevant information
Share this with a friend
Send today's roundup to anyone who wants to keep up.
Get daily AI news free with AIToday
200+ AI sources, summarized in 1 minute. Email / LINE / Slack.
Sign up free