LLM

Find out how to Perform Large Code Refactors in Cursor

has historically been a tedious yet vital task. Refactoring is the work of taking some piece of code and cleansing it up, either by higher separation of concerns, the Don’t Repeat Yourself (DRY)...

Using Local LLMs to Discover High-Performance Algorithms

Ever since I used to be a toddler, I’ve been fascinated by drawing. What struck me was not only the drawing act itself, but in addition the concept every drawing may very well be...

TDS Newsletter: Is It Time to Revisit RAG?

Never miss a brand new edition of , our weekly newsletter featuring a top-notch choice of editors’ picks, deep dives, community news, and more. It’s very difficult to inform what phase of the hype cycle...

A Geometric Method to Spot Hallucinations Without an LLM Judge

of birds in flight. There’s no leader. No central command. Each bird aligns with its neighbors—matching direction, adjusting speed, maintaining coherence through purely local coordination. The result's global order emerging from local consistency. Now imagine...

Cutting LLM Memory by 84%: A Deep Dive into Fused Kernels

or fine-tuned an LLM, you’ve likely hit a wall on the very last step: the Cross-Entropy Loss. The offender is the logit bottleneck. To predict the subsequent token, we project a hidden state into...

Learn how to Run Coding Agents in Parallel

, coding agents have grow to be an increasing number of prevalent. Initially, coding agents could only auto-complete specific lines of code. We then experienced how agents could interact with a single file and...

Topic Modeling Techniques for 2026: Seeded Modeling, LLM Integration, and Data Summaries

1. Topic modelling has recently progressed in two directions. The improved statistical methods stream of Python packages focuses on more robust, efficient, and preprocessing-free models, producing fewer junk topics (e.g., FASTopic). The opposite relies...

Why 90% Accuracy in Text-to-SQL is 100% Useless

I actually have been working within the Analytics space for over 20 years. Back then, it was not called “analytics”, it was “Business Intelligence” and even “Decision Support Systems” in older times. The terms...

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