The Mathematics Search Engine

33+ min ago  (1657+ words) How custom detekt rules, specialized AI agents, and specification-driven development keep Clean Architecture intact " even when an LLM writes the code. Part 5 " " Part 1: Clean Architecture in Kotlin | " Part 2: Your Tests Are Slow Because Your Architecture Has No Seams | " Part 3: I…...

1+ hour, 51+ min ago  (153+ words) " Hi, I'm Luc, I'm brand new here. I'm a jack of all trades and master of a few things. I'm neurodivergent, so my brain works a tiny bit different. After years of teaching Python coding to university students, I decided…...

2+ hour ago  (229+ words) Welcome to Insurance Journal's Agents of the Year report. This report features 26 agents who defined what it meant to be a successful independent agent in 2025. These agents are more than top sellers. While they have achieved impressive success " Welcome to…...

2+ hour, 59+ min ago  (1523+ words) How I rebuilt the data engine, added AI context awareness, gained 70% performance, and learned that scope creep isn't always bad Version 1.6.8 wasn't supposed to be this big. The plan was simple: fix the temporary chart system that couldn't show historical…...

3+ hour, 48+ min ago  (547+ words) Adapter fine-tuning papers (like LoRA) are usually read as engineering races, but they are also experiments about model geometry. So the claim: adapter papers are an underused source of intervention evidence for interpretability, if we read them as hypothesis tests…...

4+ hour, 21+ min ago  (941+ words) To understand why repetition helps, we need to look at how LLMs process text. Most large language models are trained in a'causal'way. They predict tokens one by one, and each token can only attend to the tokens that came before…...

4+ hour, 21+ min ago  (868+ words) Week 1: Build a neural network from scratch that recognizes handwritten digits. My first question wasn't about gradients or loss functions. It was: what information can you extract from a single pixel? I pulled the dataset from Hugging Face and went…...

4+ hour, 47+ min ago  (822+ words) Scientists have found traces of a tough material that once formed the outer shells of ancient sea creatures called trilobites, preserved inside fossils that are more than 500 million years old. The discovery shows that parts of living organisms can last…...

4+ hour, 59+ min ago  (196+ words) Traditional "Neural" AI (like GPT) works by predicting the "Next Token" based on probability. "Symbolic" AI works by following "Hard Rules" and logic. In 2026, the two are integrated: The Neural Layer: Handles the "Unstructured Data'understanding the nuance of human language,…...

5+ hour, 6+ min ago  (324+ words) ByteDance Seed recently dropped a research that might change how we build reasoning AI. For years, devs and AI researchers have struggled to "cold-start" Large Language Models (LLMs) into Long Chain-of-Thought (Long CoT) models. Most models lose their way or…...