X Algorithm GitHub Explained: How X Builds Your “For You” Feed End To End Play Introduction X finally did the thing every social platform says is “too sensitive” to share, it published real, runnable code for its For You feed stack. Not a glossy blog post. Not a diagram with inspirational arrows. A repo you … Read more
Claude’s Constitution & Consciousness: What Changed and What Users Will Notice Play Claude coverage index Introduction You can learn a lot about a company’s AI by watching it fail. Not in the dramatic, “the demo exploded on stage” way, but in the quiet way your prompt hits a policy wall, your harmless question gets a … Read more
Mechanistic Interpretability (2026): Reverse-Engineering LLMs Play Introduction Mechanistic interpretability is the “take it apart and see how it works” branch of AI interpretability: instead of treating a model as a black box and correlating inputs to outputs, you try to recover the internal computations that produce behavior, down at the level of activations, learned features, … Read more
LFM2.5-1.2B-Thinking Guide: On-Device Reasoning Under 1GB Play Introduction Two years ago, “reasoning” meant a GPU somewhere else doing the thinking for you. Today, you can tuck a surprisingly capable model into a phone-sized memory budget and run it like an appliance: tap, prompt, answer, no network dependency, no waiting for a server to wake up. … Read more
Societies of Thought: The Hidden Debate Engine Inside Modern AI Reasoning Models Play Introduction Ever notice how real problem-solving feels like a tiny meeting in your head? One voice wants the clean solution. Another mutters, “That’s too easy.” A third tries a shortcut. Then the adult in the room asks for a quick check before … Read more
Watch or Listen on YouTube Anthropic Assistant Axis, Persona Drift, Jailbreak Defense Claude resources page 1. Introduction: The Mask Everyone Has Felt Spend a few evenings with chat models and you start noticing the costume changes. Most of the time the model sits in a familiar groove, helpful, tidy, a little polite. Then the conversation … Read more
Watch on YouTube GLM-4.7-Flash Benchmarks and Local Setup 16:24 Prefer the full breakdown? Read the article. 1. Introduction: Why This Model Is Suddenly Everywhere Some model launches arrive like a press release. This one arrived like a bar fight. Within hours, people were arguing about MoE math, active parameters, and whether the model can actually … Read more