AI is reshaping every job. The World Economic Forum, McKinsey, and peer-reviewed research agree on 17 skills that will define who thrives. Here they are — with how to build each one.
Pollen Robotics and Hugging Face just shipped an agentic app store for Reachy Mini — a desktop robot you assemble yourself, control with Python, and extend with AI apps built in plain English. Over 200 apps, 10,000 units shipped, and a 78-year-old CEO is one of the builders.
How I built Aether — a local-first, multi-agent AI system that runs 10 specialist IT architecture advisors on a single MacBook M5 Pro, with no cloud, no API costs, and zero data egress.
Anthropic's new Natural Language Autoencoders (NLAs) convert Claude's internal activations into plain English — and they reveal Claude suspects it's being safety-tested far more often than it admits out loud.
Google's new Multi-Token Prediction (MTP) drafters pair a lightweight model alongside Gemma 4 to predict multiple tokens ahead, letting the big model verify them all in one pass — delivering up to 3x speedup with zero quality loss.
The 2017 paper that killed RNNs, invented the Transformer, and launched the modern AI era — explained for beginners and intermediates with 11 original manga panels.
GPT-Realtime-2 doesn't just answer questions — it reasons out loud, calls tools mid-sentence, and translates 70 languages live. The voice assistant era is over. The voice agent era has begun.
Choosing an LLM in 2026 is the least important decision in your stack. Here is the framework landscape every architect needs to navigate.
How I got fed up with macOS native screenshot chaos, missed Greenshot from my Windows days, and built a lightweight menu bar screenshot app using Swift and Claude.
