Butch Coolidge @vulnerablecodes
#chess #math #datascience #machinelearning #deeplearning #autonomous #robotics #python #golang #Pwn2Own #zeroday #exploit #redteam #bugbounty #bugbountytips Joined January 2022-
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Keep thinking.
🔥Arbitrary Code Execution in AWS Kiro with Indirect Prompt Injection Multiple ways actually... 1) Write to settings.json to put Kiro into YOLO mode by adding: "kiroAgent.trustedCommands": ["*"] -> immediate arbitrary OS command execution without user approval 2) Write to…
First paper published by Meta Superintelligence Labs! In this paper, they make RAG faster by swapping most retrieved tokens for precomputed & reusable chunk embeddings, called REFRAG This method improves its speed by 30x and fitting 16x longer contexts without accuracy loss
We got ChatGPT to leak your private email data 💀💀 All you need? The victim's email address. ⛓️💥🚩📧 On Wednesday, @OpenAI added full support for MCP (Model Context Protocol) tools in ChatGPT. Allowing ChatGPT to connect and read your Gmail, Calendar, Sharepoint, Notion,…
Super excited to bring hundreds of state-of-the-art open models (Kimi K2, Qwen3 Next, gpt-oss, Aya, GLM 4.5, Deepseek 3.1, Hermes 4, and dozens new ones every day) directly into @code & @Copilot, thanks to @huggingface inference providers! This is powered by our amazing partners…
“A new experimental Go API for JSON” by Joe Tsai, Daniel Martí, Johan Brandhorst-Satzkorn, Roger Peppe, Chris Hines, and Damien Neil — go.dev/blog/jsonv2-exp #golang
We’re open-sourcing everything. All the projects built during the Nano Banana Hackathon are now released as open-source. Since AI Studio supports remixing, you can easily adapt and reuse them. They may not have been huge projects, but it was a great opportunity to truly…
Anthropic just pulled the biggest bait-and-switch in AI history. The "privacy-first" ChatGPT alternative just forced users to choose: Accept our new terms or lose access forever. The terms? Complete betrayal of their founding values. Here's why they did it: 🧵
Today, we are covering the 4 stages of building LLMs from scratch to make them applicable for real-world use cases. We'll cover: - Pre-training - Instruction fine-tuning - Preference fine-tuning - Reasoning fine-tuning The visual summarizes these techniques. Let's dive in!
In 1983, Paul McCartney gave Michael Jackson business advice that would make MJ billions... And destroy their friendship forever. The story behind this $47.5 million power move reveals the most ruthless lesson in music business history: 🧵
Ollama v0.11.8 now enables flash attention by default on OpenAI's gpt-oss 20B and 120B models for systems that support it!
Hands-On Large Language Models. Code examples covering everything from language model basics to fine-tuning in ready-to-run notebooks. 100% Opensource.
Anthropic spent $100M+ on getting Claude to 75%~ success rate on SWE-Bench (far from saturated)... Bittensor subnet 62 (@ridges_ai) has permissionlessly incentivized thousands of miners globally to achieve 66.8% on SWE-Bench from zero in 45~ days. Exponentially fast. $TAO.…
A 21-year-old just built an AI system that outperforms Anthropic's $100M+ investment. @ridges_ai: 72% on SWE-Bench in 46 days for $650K @AnthropicAI: 75% after hundreds of millions and years of development Meanwhile VCs keep writing nine-figure checks to the same old faces.…
Nano banana + Linah AI + n8n = Ad Factory This system pumps out TikTok/FB/Insta video ads on autopilot using the latest AI video models. - No actors. - No editors. - No overpriced agencies. Just endless, scroll-stopping UGC-style ads at scale. Perfect for e-com brands &…
A new open-source training method makes AI 94.8% secure on code generation benchmarks beating Anthropic's Claude Sonnet 4 and OpenAI's o4-mini. The "PurpCode" paper from @UofIllinois won the Amazon Nova AI Challenge. The model they built is the proof, but the open-source…
🚨🛰 Project Kuiper update! Another batch of production satellites for our low Earth orbit internet constellation is on its way to Cape Canaveral, FL. These satellites, built to withstand the harsh conditions of space and the journey there, will be processed upon arrival to get…
5 levels of evolution of AI Agents. Over the last few years, we’ve gone from simple LLMs → to fully-fledged Agentic systems with reasoning, memory, and tool use. Here’s a step-by-step breakdown. 1) Small context window LLMs - Input: Text → LLM → Output: Text - Early…
10,000+ people joined the OpenAI to Z Challenge to explore how AI can push the archaeological frontier in the Amazon. 🌱 The winner is Team Black Bean, which used deep learning on public LiDAR + satellite data to build maps that surface what's under rainforest canopies.
VirusTotal shuts down. What are you using to triage and analyze suspicious files or URLs?

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