Here’s a Machine Learning Breakthrough That Trains Models Across the Globe Without Moving Any Data — It’s Called Federated Learning

AI just leveled up by designing BETTER AI models on its own. 106 new architectures that crush benchmarks. Humans? Obsolete architects now? . Or is this the spark to AGI? . Either way, we’re in the matrix. Mind blown 🤯

Two Particles. Light-Years Apart. One Touches, the Other Reacts. Einstein Called It “Spooky.” We Call It Quantum Entanglement. This Isn’t Magic. This is the Weirdest Proven Fact in Physics👇. 1-ENTANGLEMENT IS NOT JUST CORRELATION—IT’S PURE QUANTUM STRANGENESS. Entangled

We’re Trying to Bottle a Star. It Takes 100 Million Degrees and the Right Magnetic Dance. If It Works, We’ll Have Limitless Clean Energy Forever👇. 1-PLASMA: THE FOURTH STATE OF MATTER. Plasma is an ionized gas—atoms stripped of electrons—composed of free ions and electrons. It

The Policy Gradient Theorem is a key result in Reinforcement Learning (RL) that provides a way to directly optimize a policy by gradient ascent on expected rewards. It’s the theoretical foundation for many algorithms like REINFORCE, Actor-Critic, and PPO.

The Evidence Lower Bound (ELBO) is a foundational concept in variational inference, a technique used to approximate complex probability distributions—especially in Bayesian machine learning and latent variable models like Variational Autoencoders (VAEs)

🧬 Cells Don’t Just Live—They Compute, Move, and Build Using Physics. ⚙️ From Molecular Motors to Quantum Effects, Life Is a Machine of Forces &💥Biophysics Isn’t a Side Quest. It’s the Source Code of Living Systems. Heres everything you need to know in 10 killer points👇. 1.

RT @paulg: Don't drop out of college to start or work for a startup. There will be other (and probably better) startup opportunities, but y….

89 Years of AI in 89 Seconds:A Timeline You’ll Want to Bookmark 🧠🤖. From Turing to GPT-4o: The Entire History of AI in One Post (1936–2025)👇. 1300s – Ramon Llull explores symbolic logic for reasoning. 1600s – Descartes proposes mechanical reasoning by machines. 1670s –

What Is Deep Learning? . Here’s everything explained in 10 points 🧠. 1-Deep Learning = machines learning representations of data, layer by layer. It’s the engine behind AI systems that see, hear, speak, & think (a little). #DeepLearning. 2-Before deep learning, we hand-crafted

The Transformer is the most important AI architecture since the neural net. It’s just matrix math + attention + scaling. Here’s how it actually works (with equations)

RT @chatgpt21: CEO of Google Deepmind Demis when asked about AGI:. “50% chance by 2030” . I agree with his definition for AGI as well — bei….