How Much Does a Local LLM Actually Cost to Run? I Measured Every Watt on Apple Silicon

via <a href="https://towardsdatascience.com/how-much-does-a-local-llm-actually-cost-to-run-i-measured-every-watt-on-apple-silicon/">Towards Data Science</a>

MCP Explained: How Modern AI Agents Connect to the Real World

via <a href="https://towardsdatascience.com/mcp-explained-how-modern-ai-agents-connect-to-the-real-world/">Towards Data Science</a>

Don’t Just “Throw Adam at It”: Misunderstanding Adam Will Cost You

via <a href="https://towardsdatascience.com/dont-just-throw-adam-at-it-misunderstanding-adam-will-cost-you/">Towards Data Science</a>

Backpropagation Explained for Beginners (Part 2): There Has to Be a Better Way

via <a href="https://towardsdatascience.com/backpropagation-explained-for-beginners-part-2-there-has-to-be-a-better-way/">Towards Data Science</a>

“Los Movimientos”: The Routing Problem That Nearly Broke My Spirit

via <a href="https://towardsdatascience.com/los-movimientos-the-routing-problem-that-nearly-broke-my-spirit-2/">Towards Data Science</a>

Reducing Human Annotation with ML Active Learning

via <a href="https://towardsdatascience.com/reducing-human-annotation-with-ml-active-learning/">Towards Data Science</a>

The Most Beautiful Statistic: The History and the Science of the Humble Mean

via <a href="https://towardsdatascience.com/the-most-beautiful-statistic-the-history-and-the-science-of-the-humble-mean/">Towards Data Science</a>

How I Reproduced BM25, Dense Retrieval, and SPLADE on a 16GB MacBook

via <a href="https://towardsdatascience.com/how-i-reproduced-bm25-dense-retrieval-and-splade-on-a-16gb-macbook/">Towards Data Science</a>

How to Efficiently Prompt Claude Code

via <a href="https://towardsdatascience.com/how-to-efficiently-prompt-claude-code/">Towards Data Science</a>

How to Give an LLM Agent a Browser

via <a href="https://towardsdatascience.com/giving-an-llm-agent-a-browser/">Towards Data Science</a>

How to Optimize Vector Search When RAM Gets Too Expensive: On-Disk vs. In-Memory ANN Indexes

via <a href="https://towardsdatascience.com/optimizing-vector-search-on-disk-vs-in-memory-ann-indexes-when-ram-gets-too-expensive/">Towards Data Science</a>

The Fluid Simulator That Doesn’t Solve the Fluid Equations

via <a href="https://towardsdatascience.com/the-fluid-simulator-that-doesnt-solve-the-fluid-equations/">Towards Data Science</a>

Tabular LLMs: An Introduction to the Foundation Models That Predict Your Spreadsheet

via <a href="https://towardsdatascience.com/tabular-llms-an-introduction-to-the-foundation-models-that-predict-your-spreadsheet/">Towards Data Science</a>

Build and Run an Intelligent Document Processing (IDP) System in the Cloud

via <a href="https://towardsdatascience.com/build-and-run-an-intelligent-document-processing-idp-system-in-the-cloud/">Towards Data Science</a>

Loop Engineering for RAG Generation: An LLM Cascade from a Cheap Local Model Up to a Hosted Flagship

via <a href="https://towardsdatascience.com/loop-engineering-for-rag-generation-an-llm-cascade-from-a-cheap-local-model-up-to-a-hosted-flagship/">Towards Data Science</a>

Context Windows Forget What Matters — I Built a Usage-Reinforced Decay Engine for AI Agent Memory

via <a href="https://towardsdatascience.com/context-windows-forget-what-matters-i-used-a-140-year-old-psychology-paper-to-fix-ai-memory/">Towards Data Science</a>

When Data Science Makes Us Sad: The Story of an Overbooked Flight

via <a href="https://towardsdatascience.com/when-data-science-makes-us-sad-the-story-of-an-overbooked-flight/">Towards Data Science</a>

Most RAG Hallucinations Are Extraction Errors: Seven Patterns for a Typed Generation Contract

via <a href="https://towardsdatascience.com/most-rag-hallucinations-are-extraction-errors-seven-patterns-for-a-typed-generation-contract/">Towards Data Science</a>

Lessons Learned After 8.5 Years of ML

via <a href="https://towardsdatascience.com/lessons-learned-after-8-5-years-of-ml/">Towards Data Science</a>

Why Adding More AI Agents Made Our System Slower

via <a href="https://towardsdatascience.com/why-adding-more-ai-agents-made-our-system-slower/">Towards Data Science</a>

Loop Engineering for RAG Generation: iterate top-k one at a time

via <a href="https://towardsdatascience.com/loop-engineering-for-rag-generation-when-top-1-is-enough-when-you-need-top-k/">Towards Data Science</a>

How To Build Your Own LLM Runtime From Scratch

via <a href="https://towardsdatascience.com/how-to-build-your-own-llm-runtime-from-scratch/">Towards Data Science</a>

Build an LLM Agent That Can Write and Run Code

via <a href="https://towardsdatascience.com/build-an-llm-agent-that-can-write-and-run-code/">Towards Data Science</a>

Detecting Vulnerabilities in Agent Skills with SkillSpector: From Green Checkmark to Real Security Judgment

via <a href="https://towardsdatascience.com/from-green-checkmark-to-real-judgment-auditing-ai-agent-skills-with-skillspector/">Towards Data Science</a>

Prompt Engineering Isn’t Enough: How Four Bricks of Context Engineering Stop RAG Hallucinations

via <a href="https://towardsdatascience.com/prompt-engineering-isnt-enough-how-four-bricks-of-context-engineering-stop-rag-hallucinations/">Towards Data Science</a>

I Tried Fine-Tuning a Robot AI Model on Colab. Here Is What Worked

via <a href="https://towardsdatascience.com/i-tried-fine-tuning-a-robot-ai-model-on-colab-here-is-what-worked/">Towards Data Science</a>

How Much of a Data Science Workflow Can Run on a GPU Today? Part 1: Accelerating Data Preparation

via <a href="https://towardsdatascience.com/how-much-of-a-data-science-workflow-can-run-on-a-gpu-today-part-1-accelerating-data-preparation/">Towards Data Science</a>

Are Your ML Experiments a Mess? Here’s the Fix

via <a href="https://towardsdatascience.com/your-ml-experiments-are-a-mess-heres-the-fix/">Towards Data Science</a>

How to Run Claude Code Agents for 24+ Hours

via <a href="https://towardsdatascience.com/how-to-run-claude-code-agents-for-24-hours/">Towards Data Science</a>

Loop Engineering with Adaptive Parsing in Action: Parsing Flat Tables with Azure and Figures with a Vision LLM

via <a href="https://towardsdatascience.com/loop-engineering-with-adaptive-parsing-in-action-parsing-flat-tables-with-azure-and-figures-with-a-vision-llm/">Towards Data Science</a>