Xavier

Scientists gave AI agents email, memory, and shell access. No jailbreaks. No adversarial prompts. 2 weeks later: data theft, identity spoofing, denial of service. The paper is called "Agents of Chaos." Breakdown + 5 ways to harden your agentic builds in the replies.

Top companies are teaching AI for FREE 🤯 Here’s the ultimate list: Anthropic → anthropic.skilljar.com Google → grow.google/ai Meta → ai.meta.com/resources/ NVIDIA → developer.nvidia.com/cuda Microsoft → learn.microsoft.com/en-us/training/ OpenAI → academy.openai.com IBM → skillsbuild.org Amazon Web Services → skillbuilder.aws DeepLearning.AI→ deeplearning.ai Hugging Face → huggingface.co/learn No degree. No gatekeeping. Just skills that actually matter.

Ok this is insane. GitNexus turns your codebase into a knowledge graph that Claude Code, Cursor + other AI coding tools can use through MCP. Helps your AI coding assistant understand your entire repo. x.com/i/status/20335…

Best AI APPS for 2026 some really good ones out there I agree Claude takes the cake right now

@VoteTrevorLee GG

The United States, the best country to ever exist was built on capitalism, the crazy lefties want to see the downfall of our beautiful nation. Toly the founder of solana was born in to communism in the soviet union, immigrated to the US and built a world changing empire, what better poster boy for the American dream and capitalism is there? We have officially tokenized your slogan "Make Capitalism Great Again" #MCGA on solana chain and we would love to have your support! nMPRmShuKvFxhSFLeY8yynHHnTJgGqMu9NFMdJupump

Someone built the most complete AI Engineering curriculum on the internet. Free. 260+ lessons. 20 phases. Starts at math foundations, ends at autonomous agent swarms. * Math, ML, Deep Learning, Computer Vision, NLP, Speech * Transformers, Generative AI, Reinforcement Learning * LLMs from scratch, LLM Engineering, Multimodal AI * Agent Engineering, Autonomous Systems, Multi-Agent Swarms * Infrastructure, Production, Ethics, and Capstone Projects Python, TypeScript, Rust, and Julia. Open source. MIT license. This is the roadmap most people spend years trying to piece together.

TPUs (Tensor Processing Units) vs GPUs (Graphics Processing Units)

Glia derives from the greek word for glue, but they are so much than that. In this video by our #ElectronMicroscopy team, shows a pyramidal neuron (PyC) surrounded by 8 glia brain cells – 5 microglia (MG) and 3 oligodendrocyte progenitor cells (OPC). x.com/i/status/20402…

This is pretty big Tech news Cook was a great CEO and really propelled Apple to New Heights

99% of devs using Claude Code are doing it WRONG. This cheatsheet just exposed the full workflow… and it’s basically a cheat code for AI engineers 🤯 Here’s what most people are missing: ↓ Claude isn’t just a chatbot It’s a full development system If you’re not using these, you’re wasting it: → CLAUDE.md = persistent brain → Skills = auto-triggered expertise → Hooks = automated actions → Memory hierarchy = context control

Qodo 2.0 breaks this false choice with a multi-agent architecture. Think of it as a code review team, not a single reviewer: • Agent 1: Rules & best practices • Agent 2: Critical bugs & security • Agent 3: Breaking changes • Agent 4: Ticket compliance • Agent 5: Duplicate detection They collaborate → better judgment, less noise.

CPU vs GPU vs TPU (explained in 2 mins or less):

Help you become good at AI engineering. • Simple breakdown of real-world architectures • Frameworks you can plug into your work or business • Proven systems behind ChatGPT, Perplexity, and Copilot

Claude Opus 4.7 has achieved AGI

These robots are so advance now we are pretty much replacable in a snap of a finger

Learning WebRTC, for making a realtime video calling application. Currently building webSockets in Nodejs to share ice candidates and SDP (Session Description Protocol). I love working on this but Setting up routes and managing states in react always slows me down.

Also, right now OpenAI does the best job in the chatbot interface of actually showing you auditable thinking traces.

What is everyones thoughts about Barron? I will keep my thoughts to myself

Anthropic just launched Claude Managed Agents. Now anyone can build and deploy production AI agents in days instead of months. Claude handles the infrastructure, orchestration, and long-running execution. Now in public beta.