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AI & Machine LearningApril 15, 202612 min
Data Science Project Guide: From Zero to Deployment
Data science project guide: a 7-phase framework from definition to deployment. pandas, scikit-learn, FastAPI, monitoring — code snippets at every stage.
AI & Machine LearningApril 15, 202612 min
OpenAI Acquires Hiro Finance: The Vertical AI Shift Begins
OpenAI acquires Hiro Finance (April 2026): the vertical AI shift begins. Why consumer personal-finance AI needs different infra from general-purpose chatbots.
Security & PrivacyApril 14, 202611 min
AISI Claude Mythos Eval: AI Owns 32-Step Network Attack
The UK AI Security Institute's Claude Mythos evaluation: 73% on expert CTFs, first model to autonomously complete a 32-step enterprise network attack.
AI & Machine LearningApril 13, 202611 min
Claude Managed Agents: Build Production AI Agents in Days
Claude Managed Agents (public beta, April 2026): hosted sandboxing, state, tool execution, and error recovery — production agents in days instead of weeks.
Security & PrivacyApril 12, 202611 min
AI Cybersecurity's Jagged Frontier: Small Models vs Mythos
AISLE tested 25+ AI models against Mythos's showcase vulnerabilities. A 3.6B model found the same FreeBSD flaw. Here is what the jagged frontier means.
AI & Machine LearningApril 11, 202610 min
Claude Mythos Preview: The AI Too Dangerous to Release
Anthropic's Claude Mythos Preview found a 27-year-old OpenBSD bug and thousands of zero-days. Here is why this AI model is too dangerous to release publicly.
Guide · 25 min read
Build an AI Research Digest with n8n — No Code, Real Output in 6 Steps
Build a fully automated AI newsletter that fetches the top 10 Hacker News stories daily, summarizes each with GPT, and formats a polished digest email — all in n8n's visual canvas. Every node was wired and executed live on n8n cloud. No code required beyond one simple JavaScript snippet.
Guide · 35 min read
n8n as an MCP Hub — Give Claude Control Over Your Entire Workflow Stack
Turn your n8n instance into an MCP server and connect it to Claude Desktop, Cursor, or any MCP client. Every workflow becomes a natural-language tool. Built and tested live on n8n Cloud — Node.js is the only prerequisite.
AI & Machine LearningApril 10, 202613 min
PaperOrchestra: 5 Agents Write a CVPR-Ready Paper in 40 Min
Google's PaperOrchestra turns raw research notes into submission-ready LaTeX papers in 39.6 minutes — beating autonomous baselines by 50–68% on lit review.
Guide · 20 min read
Build a RAG Chatbot with Dify — No Code, Real Output in 5 Steps
Build a fully working RAG chatbot in Dify's visual builder — no code required. Every step was executed live on cloud.dify.ai and produces real output. Covers model setup, Knowledge Base creation with hybrid search, Chatflow wiring, live testing, and API integration.
Guide · 25 min read
Build a RAG System from Scratch: Step-by-Step with Real Output
Build a working Retrieval-Augmented Generation system in 5 verified steps — every code block runs in Docker and produces real output. Covers chunking, OpenAI embeddings, ChromaDB, hybrid BM25+vector search, cross-encoder reranking, and RAGAS evaluation. No Cohere required.
AI & Machine LearningApril 9, 202612 min
Meta Muse Spark: Benchmarks and Strategy (2026)
Meta Muse Spark is MSL's first proprietary model, with top health and science benchmarks but coding gaps. Modes, scores, and what developers should know.