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Security Stack Sheet #118 Word of the Week “Ransomcloud” Word of the Week special “Why Is the Majority of Our MFA So Phishable?” “Why Zero-Days Are Essential to Security” #security #cybersecurity #cyberresilience #zeroday #ransomware lnkd.in/dr6pZgn4
In Alaska, nature sculpted this lone tree into a frozen wave at sunrise ❄️🌬️🌅 Relentless wind, drifting snow, and rime ice stacked layer by layer until the branches looked like feathers made of frost. That soft golden glow is the sun catching every icy strand, turning the…
My CISO called me at 3 AM last Tuesday. "We caught someone." I asked, "Caught them doing what?" He said, "Typing." Let me explain. We have an employee in IT. Great worker. Always online. Never complained. Perfect Slack etiquette. One problem. His keystrokes were arriving…
How did people in 1913 see the world? How did they think about the future? We trained LLMs exclusively on pre-1913 texts—no Wikipedia, no 20/20. The model literally doesn't know WWI happened. Announcing the Ranke-4B family of models. Coming soon: github.com/DGoettlich/his…
Introducing Mistral OCR 3, a new frontier in document intelligence! 🧵👇
Very happy to announce the release of our latest Mistral OCR, which significantly outperforms existing solutions! A lot of effort was done to improve handwritten content, low quality scans, and complex tables & forms commonly found in enterprise documents.
Stanford just made fine-tuning irrelevant with a single paper. It’s called Agentic Context Engineering (ACE) and it proves you can make models smarter without touching a single weight. Key takeaways (and get the 23 page PDF):
Holy shit... Stanford just proved AI can outperform human hackers in the real world, and nobody seems to understand how big this is 🤯 They dropped a paper where they threw 10 professional pentesters into a live university network 8,000 real machines, 12 subnets, production…
Most RAG systems fail at retrieval. But there's a clear path to fix all 4 stages. Start with the basics, and level up with our Advanced RAG Techniques e-book, which walks you through how to optimize each step. It covers: → 𝗜𝗻𝗱𝗲𝘅𝗶𝗻𝗴 𝗼𝗽𝘁𝗶𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻 →…
Let me blow your mind real quick: When you use Remote Desktop (RDP), Windows secretly takes screenshots of what you are doing. It’s called the RDP Bitmap Cache. To make the connection faster, Windows saves small tiles (images) of the remote screen to your hard drive in a bin…
If you ever get lost in the Milky Way galaxy, this is your map to get back to EARTH.
this is big... 50 AI researchers from Bytedance, Alibaba, Tencent, and other labs/universities just published a 300-page paper with surprising lessons about coding models and agents (data, pre and post-training, etc). key highlights: > small LLMs can beat proprietary giants RL…
This Stanford University paper just broke my brain. They just built an AI agent framework that evolves from zero data no human labels, no curated tasks, no demonstrations and it somehow gets better than every existing self-play method. It’s called Agent0: Unleashing…
The new @AnthropicAI Opus 4.5 model is absolutely stunningly good at literary analysis. I'm helping a friend with their book and there's times I feel like something is a little off in the writing, and when I ask Opus about it, it always diagnoses it beautifully, with examples.
This is literally my new workflow now: Real-time search → Grok 4.1 Fast Planning → Grok 4.1 Thinking Frontend Coding → Gemini 3 Pro Backend Coding → Claude Code (Opus/Sonnet 4.5) Write Tests → Gemini 3 Pro Run Tests → GPT-5.1 Codex Debug → Claude Opus 4.5 Bookmark this.
A Neural Processing Unit (NPU) is a specialized chip optimized for fast parallel computation, especially matrix and vector operations. In probability and statistics, NPUs accelerate tasks like Monte Carlo simulations and Bayesian inference. In machine learning, they speed up…
One way to learn prompt engineering is to study system prompts created by smart engineers This is Gemini 3.0 system prompt 👇
Many thanks to Dr Katie Paxton-Fear (@InsiderPhD) for presenting her talk "AI Agents gone Rogue" at the #OWASP London Chapter meetup last week! The video recording of the talk is now available to watch on the #OWASPLondon YouTube channel 📺: 👇 youtube.com/watch?v=f3N2Rn…
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AI Agents Gone Rogue? Hackbots, AI Agents and TheFuture of the AI...
Many thanks to John Sotiropoulos (@JohnSotiro) for presenting a talk on the #OWASP Top 10 for Agentic #AI Applications at the #OWASP London Chapter meetup last week! The video recording is now available to watch on the #OWASPLondon YouTube channel 📺: 👇 youtube.com/watch?v=-vXoC0…
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YouTube
Deep Dive into the OWASP Top 10 for Agentic AI Applications - John...
Brand new #OWASP #Top10 for Agentic #AI Applications is ready and we are privileged to have @JohnSotiro presenting a deep dive into the #Agentic Top 10 risks at the last @OWASPLondon meetup. If you missed it - watch the recording: 👇
Many thanks to John Sotiropoulos (@JohnSotiro) for presenting a talk on the #OWASP Top 10 for Agentic #AI Applications at the #OWASP London Chapter meetup last week! The video recording is now available to watch on the #OWASPLondon YouTube channel 📺: 👇 youtube.com/watch?v=-vXoC0…
youtube.com
YouTube
Deep Dive into the OWASP Top 10 for Agentic AI Applications - John...
Nvidia silently dropped Orchestrator-8B 👀 “On the Humanity's Last Exam (HLE) benchmark, ToolOrchestrator-8B achieves a score of 37.1%, outperforming GPT-5 (35.1%) while being approximately 2.5x more efficient.” huggingface.co/nvidia/Orchest…
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