@julien_rpt Its very promising and exciting ! As an addict of open source and self hosted, I’ll wait for more updates about this ! But I really love the idea
Ollama is now updated to run the fastest on Apple silicon, powered by MLX, Apple's machine learning framework.
This change unlocks much faster performance to accelerate demanding work on macOS:
- Personal assistants like OpenClaw
- Coding agents like Claude Code, OpenCode, or Codex
Minecraft was the greatest CS education ever made. And nobody planned it that way.
At 12 I was obsessed. Wanted my own servers. So I learned Bukkit, Java plugins, basic networking, Linux deployment. Built worlds that only exist in my mind but still feel completely real.
I broke wifi routers and fixed them. Broke Windows configs and fixed them.
Tinkering, breaking stuff, and fixing it later is how we learn stuff best when we are kids.
What is the Minecraft for the new generation?
🚨BREAKING: Yann LeCun just dropped a paper that should make every AI lab rethink its roadmap.
One brutal conclusion: chasing AGI is the wrong goal.
Here’s why:
→ Humans aren’t general we’re survival specialists.
→ Walking and seeing feel “general” only because they keep us alive.
→ Outside that zone, we’re terrible. Chess computers proved it decades ago.
→ Most AGI definitions today either can’t be measured or assume human = general.
We built the benchmark around the wrong species.
The team proposes a new target: Superhuman Adaptable Intelligence (SAI).
Not “can it do what humans do,” but: how fast can it learn something new?
The approach: specialized expert systems with internal world models + self-supervised learning built to master the massive task space that humans biologically can’t reach.
One giant model mimicking human limits isn’t the ceiling.
It’s the trap.
This is my take on the perfect AI assistant.
A Rust-based agentic operating system designed to scale for large Slack and Discord communities. The channel is the ambassador to the human. Branches think. Workers execute. Nothing ever blocks.
Meet Spacebot 🟣
The biggest issue with OpenClaw is when it's doing work, it can't talk to you. Spacebot's architecture fixes this by design the conversation layer never touches tools. It delegates thinking to branches and heavy tasks to workers, so it's always responsive even with 100 people talking at once.
Dump your memory files, notes, documents and chat histories into a folder — Spacebot turns them into structured memories automatically. Eight typed memory categories, graph associations, hybrid search. Not markdown files. Not vibes in a vector database.
Built-in @OpenCode workers for deep coding sessions. Browser automation. Brave web search. Cron jobs. A skill system compatible with your existing OpenClaw skills. And a gorgeous control UI at https://t.co/aAEbMp4LSh.
The cortex oversees the whole system — auditing memories, actioning goals and todos. You teach your Spacebot by talking to it. Structure and speed over config files and markdown.
Self-hosting is a single Rust binary. Or one-click cloud deploy at https://t.co/aAEbMp4LSh.
This is for teams, communities, and personal assistants. It will blow you away.
⭐️ https://t.co/H8pCoE9R4h
We’re releasing TranslateGemma, a new family of open translation models with support for 55 languages. 🌐
Available in 4B, 12B, and 27B parameter sizes – they’re designed for efficiency without sacrificing quality.
Finally, a huge shoutout to the stack powering this architecture. ⚡️
The site runs entirely on the Edge using @nuxt_js (Hub, Content, UI) and is deployed globally via @CloudflareDev.
Leveraging D1 for data and KV for caching makes the experience incredibly fast and resilient.
New Year, new focus. 🎯
I’ve completely revamped my portfolio to reflect my journey toward a PhD in AI Safety & Robustness. Less noise, more signal on my mathematical & engineering research.
🔭 Explore my work and ecosystem: https://t.co/bP6Zl83Z1S
#AISafety#Research
🧪 The Lab: A redesigned Projects page bridging my academic research with engineering implementations.
Check out /uses to see the gear powering my workflow, and /hobbies to see what keeps me fueled outside the terminal.