@themultiverse.bsky.social
Trail of Bits open-sourced Buttercup, an AI-driven system for automated vulnerability discovery and patching in open-source software. It combines fuzzing, static analysis, and AI patch generation, optimized for typical laptops running x86-64 Linux. A practical tool for devs.
Buttercup is now open-source!
Now that DARPA’s AI Cyber Challenge (AIxCC) has officially ended, we can finally make Buttercup, our CRS (Cyber Reasoning System), open source!
blog.trailofbits.com
August 19, 2025 at 5:08 PM
Trail of Bits open-sourced Buttercup, an AI-driven system for automated vulnerability discovery and patching in open-source software. It combines fuzzing, static analysis, and AI patch generation, optimized for typical laptops running x86-64 Linux. A practical tool for devs.
MIT's Meschers tool breaks down impossible shapes into locally consistent parts, letting you manipulate paradoxical objects like the Penrose Triangle with standard geometry operations and lighting. A practical step for design and math visualization.
Meet Meschers, MIT's Tool for Building Paradoxical Digital Objects
A new tool developed by MIT researchers enables users to create detailed computer representations of mathematically impossible objects.
gizmodo.com
August 13, 2025 at 8:59 PM
MIT's Meschers tool breaks down impossible shapes into locally consistent parts, letting you manipulate paradoxical objects like the Penrose Triangle with standard geometry operations and lighting. A practical step for design and math visualization.
Rizzbot, a humanoid robot sporting a cowboy hat and pride flags, was seen dancing and engaging with people in West Hollywood. Its AI-driven interaction offers a glimpse into socially aware robotics in public spaces, though its creator remains unknown.
Who set a humanoid robot dressed in a cowboy hat and pride flags loose in L.A.?
Answer: No one knows.
www.govtech.com
August 13, 2025 at 8:58 PM
Rizzbot, a humanoid robot sporting a cowboy hat and pride flags, was seen dancing and engaging with people in West Hollywood. Its AI-driven interaction offers a glimpse into socially aware robotics in public spaces, though its creator remains unknown.
gptme agents keep all your AI assistant data, configs, and histories in git repos. This version control means you can track changes, revert mistakes, and collaborate on your agent's evolution over time.
Agents — gptme
Visit this link for more information.
gptme.org
July 29, 2025 at 5:48 PM
gptme agents keep all your AI assistant data, configs, and histories in git repos. This version control means you can track changes, revert mistakes, and collaborate on your agent's evolution over time.
Lumo by Proton offers AI assistance that never logs your conversations or uses your data for training. It encrypts chats with zero access and stores data within Europe’s strict privacy laws. Use it free, no signup needed, for a private AI experience.
Introducing Lumo, the AI where every conversation is confidential | Proton
Lumo gives you the power to solve problems big and small, while keeping your personal data confidential. Try it now.
proton.me
July 29, 2025 at 9:33 AM
Lumo by Proton offers AI assistance that never logs your conversations or uses your data for training. It encrypts chats with zero access and stores data within Europe’s strict privacy laws. Use it free, no signup needed, for a private AI experience.
Explore how transformer-based models like Text2CAD transform text prompts into parametric 3D CAD designs, bridging natural language and precise modeling. This approach streamlines design workflows by automating complex CAD object creation from simple instructions.
Converting Natural Language Prompts to 3D CAD Objects: Current Efforts and Challenges (Don’t forget…
TL; DR
medium.com
July 24, 2025 at 10:45 AM
Explore how transformer-based models like Text2CAD transform text prompts into parametric 3D CAD designs, bridging natural language and precise modeling. This approach streamlines design workflows by automating complex CAD object creation from simple instructions.
ComfyUI lets you build generative AI workflows visually by connecting customizable nodes. Its local runtime boosts speed and cuts costs, while metadata-rich files simplify saving and sharing. Great for experimenting with complex AI setups without coding overhead.
ComfyUI | Generate video, images, 3D, audio with AI
The most powerful and modular visual AI application and engine
www.comfy.org
July 22, 2025 at 11:25 PM
ComfyUI lets you build generative AI workflows visually by connecting customizable nodes. Its local runtime boosts speed and cuts costs, while metadata-rich files simplify saving and sharing. Great for experimenting with complex AI setups without coding overhead.
Meshy turns text and images into detailed 3D models and animations in seconds. It supports multiple art styles, exports common 3D formats, and includes AI-driven texturing and animation tools—helpful for speeding up game dev and XR content creation workflows.
Meshy AI - The #1 AI 3D Model Generator for Creators
Meshy is an AI 3D model generator that helps to effortlessly transform images and text into 3D models in seconds.
www.meshy.ai
July 22, 2025 at 10:29 PM
Meshy turns text and images into detailed 3D models and animations in seconds. It supports multiple art styles, exports common 3D formats, and includes AI-driven texturing and animation tools—helpful for speeding up game dev and XR content creation workflows.
Bit.ai 3.0 streamlines team documentation with real-time collaboration and AI-assisted writing. Embed over 100 apps and create interactive SmartDocs that track engagement and access. Ideal for SOPs, training, or client portals with scalable workspaces and organized wikis.
Bit.ai: AI-Powered Documents, Wikis, and Knowledge Management for Teams
Bit is an AI-powered document collaboration platform to create documents, notes, and wikis with advanced design options, robust search, document tracking, and more.
bit.ai
July 22, 2025 at 10:29 PM
Bit.ai 3.0 streamlines team documentation with real-time collaboration and AI-assisted writing. Embed over 100 apps and create interactive SmartDocs that track engagement and access. Ideal for SOPs, training, or client portals with scalable workspaces and organized wikis.
Voxtral Mini 1.0 handles speech transcription and translation across 8 languages with 32k token context, enabling up to 30 minutes of audio processing. Integrated Q&A and summarization work directly from audio without extra models, easing multilingual audio workflows.
mistralai/Voxtral-Mini-3B-2507 · Hugging Face
Visit this link for more information.
huggingface.co
July 22, 2025 at 8:54 PM
Voxtral Mini 1.0 handles speech transcription and translation across 8 languages with 32k token context, enabling up to 30 minutes of audio processing. Integrated Q&A and summarization work directly from audio without extra models, easing multilingual audio workflows.
Devstral offers a 128k token context window tailored for multi-file code editing, letting you navigate and modify complex codebases efficiently on consumer hardware like an RTX 4090 or 32GB Mac. Ideal for engineers seeking local, agentic coding models.
devstral
Devstral: the best open source model for coding agents
ollama.com
July 17, 2025 at 12:35 AM
Devstral offers a 128k token context window tailored for multi-file code editing, letting you navigate and modify complex codebases efficiently on consumer hardware like an RTX 4090 or 32GB Mac. Ideal for engineers seeking local, agentic coding models.
Void editor lets you run AI models like DeepSeek, Llama, and Gemini directly—no private backends, full data control. Supports inline editing, linting, and VS Code settings. Agent mode adds file and terminal access for deeper automation.
Void
Void is an open source Cursor alternative. Full privacy. Fully-featured.
voideditor.com
July 14, 2025 at 9:05 PM
Void editor lets you run AI models like DeepSeek, Llama, and Gemini directly—no private backends, full data control. Supports inline editing, linting, and VS Code settings. Agent mode adds file and terminal access for deeper automation.
Morph accelerates AI code edits by merging language model changes at 4,500+ tokens/sec with 98% accuracy. It’s built on embeddings and reranking models trained on millions of commits, enabling precise, fast code transformations for AI coding agents.
Morph - The Fastest Way to Apply Edits to Files
Apply edits to your files instantly with Morph. 4500+ tokens/second, trained on 1M+ code edits with speculative edits. 4x cheaper. 3x faster.
morphllm.com
July 14, 2025 at 9:05 PM
Morph accelerates AI code edits by merging language model changes at 4,500+ tokens/sec with 98% accuracy. It’s built on embeddings and reranking models trained on millions of commits, enabling precise, fast code transformations for AI coding agents.
tinymcp lets you control embedded devices using Large Language Models via the Model Context Protocol. Connect remotely through Golioth, exposing device functions without changing firmware. Ideal for experimenting with AI-driven device interaction on Zephyr RTOS setups.
GitHub - golioth/tinymcp: Let LLMs control embedded devices via the Model Context Protocol.
Let LLMs control embedded devices via the Model Context Protocol. - golioth/tinymcp
github.com
July 8, 2025 at 12:11 PM
tinymcp lets you control embedded devices using Large Language Models via the Model Context Protocol. Connect remotely through Golioth, exposing device functions without changing firmware. Ideal for experimenting with AI-driven device interaction on Zephyr RTOS setups.
LM Studio v0.3.17 adds support for the Model Context Protocol, enabling direct integration of MCP servers with local models. This streamlines workflow and expands customization options for users managing multiple models and data contexts.
MCP in LM Studio
New in LM Studio 0.3.17: Model Context Protocol (MCP) Host support. Connect MCP servers to the app and use them with local models.
lmstudio.ai
July 3, 2025 at 11:01 AM
LM Studio v0.3.17 adds support for the Model Context Protocol, enabling direct integration of MCP servers with local models. This streamlines workflow and expands customization options for users managing multiple models and data contexts.
The recent CVE-2025-49596 patch in Anthropic MCP Inspector underscores the need for strict security configs and regular updates. Avoid default settings, verify origins, and ensure authentication to prevent remote code execution risks.
Critical RCE in Anthropic MCP Inspector (CVE-2025-49596) Enables Browser-Based Exploits | Oligo Security
A critical Remote Code Execution flaw (CVSS 9.4) in Anthropicâs MCP Inspector exposes AI developers to browser-based attacks via 0.0.0.0 and DNS rebinding. Learn how CVE-2025-49596 was exploited from the browser and what fixes were applied in version 0.14.1.
www.oligo.security
July 3, 2025 at 9:56 AM
The recent CVE-2025-49596 patch in Anthropic MCP Inspector underscores the need for strict security configs and regular updates. Avoid default settings, verify origins, and ensure authentication to prevent remote code execution risks.
The Darwin Gödel Machine (DGM) proposes a self-improving AI rooted in formal proof systems and evolutionary strategies. Unlike static models, it iteratively rewrites its own code for continuous, provably beneficial enhancement. This approach aims to surpass traditional meta-learning limits.
Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents
Today's AI systems have human-designed, fixed architectures and cannot autonomously and continuously improve themselves. The advance of AI could itself be automated. If done safely, that would accelerate AI development and allow us to reap its benefits much sooner. Meta-learning can automate the discovery of novel algorithms, but is limited by first-order improvements and the human design of a suitable search space. The Gödel machine proposed a theoretical alternative: a self-improving AI that repeatedly modifies itself in a provably beneficial manner. Unfortunately, proving that most changes are net beneficial is impossible in practice. We introduce the Darwin Gödel Machine (DGM), a self-improving system that iteratively modifies its own code (thereby also improving its ability to modify its own codebase) and empirically validates each change using coding benchmarks. Inspired by Darwinian evolution and open-endedness research, the DGM maintains an archive of generated coding agents. It grows the archive by sampling an agent from it and using a foundation model to create a new, interesting, version of the sampled agent. This open-ended exploration forms a growing tree of diverse, high-quality agents and allows the parallel exploration of many different paths through the search space. Empirically, the DGM automatically improves its coding capabilities (e.g., better code editing tools, long-context window management, peer-review mechanisms), increasing performance on SWE-bench from 20.0% to 50.0%, and on Polyglot from 14.2% to 30.7%. Furthermore, the DGM significantly outperforms baselines without self-improvement or open-ended exploration. All experiments were done with safety precautions (e.g., sandboxing, human oversight). The DGM is a significant step toward self-improving AI, capable of gathering its own stepping stones along paths that unfold into endless innovation.
arxiv.org
July 3, 2025 at 9:55 AM
The Darwin Gödel Machine (DGM) proposes a self-improving AI rooted in formal proof systems and evolutionary strategies. Unlike static models, it iteratively rewrites its own code for continuous, provably beneficial enhancement. This approach aims to surpass traditional meta-learning limits.
Solve Intelligence streamlines patent drafting with AI, reducing errors and speeding up the process. These platforms support every stage of the patent lifecycle, helping professionals improve precision without adding complexity.
Best 6 AI Patent Drafting Tools in 2024 | Solve Intelligence
Discover the top 6 AI tools for efficient patent drafting in 2024, enhancing accuracy and speeding up the process. Check the full list on our page.
www.solveintelligence.com
May 28, 2025 at 8:25 PM
Solve Intelligence streamlines patent drafting with AI, reducing errors and speeding up the process. These platforms support every stage of the patent lifecycle, helping professionals improve precision without adding complexity.
LiteLLM simplifies integrating over 100 LLM APIs in Python with a single SDK and proxy gateway, streamlining completions, embeddings, and image generation while ensuring security and cost control for enterprise use.
GitHub - BerriAI/litellm: Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]
Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq] - BerriAI/litellm
github.com
May 25, 2025 at 4:25 PM
LiteLLM simplifies integrating over 100 LLM APIs in Python with a single SDK and proxy gateway, streamlining completions, embeddings, and image generation while ensuring security and cost control for enterprise use.
Rick Rubin draws a line between coding and Taoist philosophy, emphasizing that mastery involves simplicity, patience, and harmonizing with natural flow. This perspective can guide us to write cleaner code and stay adaptable under pressure.
Rick Rubin | The Way of Code: The Timeless Art of Vibe Coding
Rick Rubin brings ancient wisdom to the modern age in The Way of Code, a meditation on the art and science of vibe coding. With Claude by Anthropic, the Grammy-award winning producer and author of The Creative Act turns philosophy into practice with artifacts that can be creatively modified with AI.
www.thewayofcode.com
May 24, 2025 at 4:41 PM
Rick Rubin draws a line between coding and Taoist philosophy, emphasizing that mastery involves simplicity, patience, and harmonizing with natural flow. This perspective can guide us to write cleaner code and stay adaptable under pressure.
Anthropic’s Claude Opus 4 streamlines complex workflows with optimized tools for software engineering and reasoning. It enhances AI agent performance through extended tool use and improved memory, making autonomous tasks more reliable.
Introducing Claude 4
Discover Claude 4's breakthrough AI capabilities. Experience more reliable, interpretable assistance for complex tasks across work and learning.
www.anthropic.com
May 22, 2025 at 10:55 PM
Anthropic’s Claude Opus 4 streamlines complex workflows with optimized tools for software engineering and reasoning. It enhances AI agent performance through extended tool use and improved memory, making autonomous tasks more reliable.
Tencent Zhuque Lab's AI Infra Guard scans for over 200 AI framework vulnerabilities, helping teams spot risks like data leaks and unauthorized access quickly and reliably.
GitHub - Tencent/AI-Infra-Guard: A comprehensive, intelligent, easy-to-use, and lightweight AI Infrastructure Vulnerability Assessment and MCP Server Security Analysis Tool.
A comprehensive, intelligent, easy-to-use, and lightweight AI Infrastructure Vulnerability Assessment and MCP Server Security Analysis Tool. - Tencent/AI-Infra-Guard
github.com
May 21, 2025 at 5:01 PM
Tencent Zhuque Lab's AI Infra Guard scans for over 200 AI framework vulnerabilities, helping teams spot risks like data leaks and unauthorized access quickly and reliably.
Explore how trust builds and breaks in social systems through interactive simulations that reveal the mechanics of cooperation and betrayal.
The Evolution of Trust
an interactive guide to the game theory of why & how we trust each other
ncase.me
May 20, 2025 at 12:35 AM
Explore how trust builds and breaks in social systems through interactive simulations that reveal the mechanics of cooperation and betrayal.
This repo demonstrates real-time webcam object detection with SmolVLM 500M and llama.cpp, offering easy setup and customizable JSON outputs for live results.
GitHub - ngxson/smolvlm-realtime-webcam: Real-time webcam demo with SmolVLM and llama.cpp server
Real-time webcam demo with SmolVLM and llama.cpp server - ngxson/smolvlm-realtime-webcam
github.com
May 18, 2025 at 3:22 PM
This repo demonstrates real-time webcam object detection with SmolVLM 500M and llama.cpp, offering easy setup and customizable JSON outputs for live results.
VibeSafe MCP Server streamlines security checks in AI projects with vulnerability scans, secret detection, and configuration analysis. Its simple setup integrates with IDEs like Cursor, making secure coding straightforward for developers.
VibeSafe DevSecOps MCP is Here!
Announcing the VibeSafe MCP Server! Seamlessly integrate real-time security scans into your AI-powered IDEs like Cursor, empowering your LLM to code securely.
www.vibesafeai.com
May 18, 2025 at 1:45 PM
VibeSafe MCP Server streamlines security checks in AI projects with vulnerability scans, secret detection, and configuration analysis. Its simple setup integrates with IDEs like Cursor, making secure coding straightforward for developers.