How AI Model Distillation Works—and Why It Sparks LawsuitsKnowledge distillation lets smaller AI models learn from larger ones by mimicking their outputs rather than retraining from scratch. The technique has become both a powerful efficiency tool and a legal flashpoint in the AI industry. The Teacher-Stude...May 1 · 4 min readspotifero.hashnode.dev
How Mixture-of-Experts AI Models WorkMixture of Experts is the architecture behind today's most powerful AI models. By activating only a fraction of their parameters for each query, MoE models deliver frontier performance at a fraction of the cost. The Architecture Powering Modern AI Be...Apr 28 · 4 min readspotifero.hashnode.dev
How Robots Learn to Beat Humans at SportsFrom table tennis to soccer, robots are using reinforcement learning and high-speed perception to compete against human athletes — a milestone that could transform manufacturing, healthcare, and everyday robotics. The Robot Athlete Has Arrived For de...Apr 25 · 4 min readspotifero.hashnode.dev
How Sim-to-Real Transfer Works—Teaching Robots in Virtual WorldsSim-to-real transfer lets robots learn complex physical skills in virtual simulations before deploying them in the real world, bridging the 'reality gap' through techniques like domain randomization and digital twins. The Problem: Real Robots, Real C...Apr 25 · 4 min readspotifero.hashnode.dev
How Open-Weight AI Models Work—and Why They MatterOpen-weight AI models release their trained parameters for anyone to download, inspect, and modify—democratizing access to powerful artificial intelligence while raising questions about what 'open source' really means in the age of AI. The Weights Th...Apr 24 · 4 min readspotifero.hashnode.dev
