New 100x AI Reasoning - Tiny Recursive Model - Step by Step Explained

Tiny Recursive Model is the new variation of the hierarchical reasoning model Blog - https://opensuperintelligencelab.com/blog/tiny-recursive-model/ Arxiv - https://arxiv.org/pdf/2510.04871v1 Github - https://github.com/vukrosic/learn-tiny-recursive-models Discord (Open Superintelligence Lab) - https://discord.gg/6AbXGpKTwN Become AI Researcher & Train LLM From Scratch - https://www.skool.com/become-ai-researcher-2669/about Novita is giving 50% OFF on GPUs (4090, 5090, H100, B200…), juse select *spot billing*. If you use our affiliate link, Novita will gift compute to our open-source AI project ❤️ - https://novita.ai/?ref=mjqyndm&utm_source=affiliate X - https://x.com/VukRosic99 0:00 - Model Introduction 0:32 - Transformer Core 0:55 - Maze Example 1:51 - Token Embeddings 3:59 - Core Variables 6:16 - The Process 8:33 - Inner Loop (Planning) 9:08 - Inner Loop (Prediction) 11:46 - Nested Loops 12:19 - Training Details 15:31 - Visual Explanation 16:40 - Pseudocode Walkthrough 19:14 - Ablation Studies 22:16 - Conclusion