Over the past 80 years, America’s bold, sustained investment in scientific research, and the discoveries, ideas and innovations that flowed from…
A reproducible benchmark on latency, cost, and reproducibility, and where agents actually earn their keep. The post The Hot Path…
Beat the 8GB VRAM limit. Learn how to run three different LLMs on a single 8GB GPU using C++ layer…
Enterprise Document Intelligence [Vol.1 #7C] – One LLM call ranks the candidates with reasons. The output is one typed object…
A reflection on the first month of learning data engineering in public, and what actually kept me going. The post…
Agentic workflows are artificial intelligence-powered software systems that chain together multiple models and external tools to tackle complicated tasks, like…
Turning model coefficients into a 0–1000 score, with risk classes and stability checks The post How to Build a Credit…
A practical data engineering onboarding workflow for environment setup, automated testing, and AI-assisted development. The post Your First Task as…
Activation patching reveals how facts are stored, routed, and read out across transformer layers, and why the residual stream does…
A practical walkthrough using text-to-SQL as the example The post Why I Stopped Using One Agent and Built a Multi-Agent…
At the recent AI and Society Forum at MIT, experts from across the Institute discussed the potential benefits and dangers…
Learn about the concept of loops to power your coding agents. The post How to Create Powerful Loops in Claude…
How Gemini solved my Pandas problem in seconds, and why data science fundamentals still matter to spot suboptimal solutions The…
Enterprise Document Intelligence [Vol.1 #7A] – Stop searching strings. Filter line_df and toc_df. Pick anchors small, expand context large The…
From installing Ollama to launching OpenCode with a local model, step by step. The post Build Your Own Local AI…
A new chip developed by MIT researchers could help tiny, low-power UAVs avoid obstacles as they zip around tight corners…
Why one-hot encoding isn’t always the best approach, and alternative encodings The post Encoding Categorical Data for Outlier Detection appeared…
Learn how to apply coding agents to verify work in your browser. The post How to Use Claude Code in…
The intuition behind neural networks and why they need activation functions. The post Neural Networks, Explained for Beginners: Start Here…
Understanding ow LLMs interact with the world around them, from returning data to taking action The post Tool Calling, Explained:…
Enterprise Document Intelligence [Vol.1 #5septies] – When a PDF prints a contents page but exposes no outline, two ways to…
For years, I created date tables with DAX code whenever I didn’t have a way to create them upstream of…
What data teams need to build with AI to make self-healing data architecture a practical reality The post 7 Crucial…
Enterprise Document Intelligence [Vol.1 #5sexies] – image_df tells you where every picture is. Turning the few that matter into searchable…
Five surfaces collapsed into one declarative layer. Here’s the full story of Materialized Lake Views in Microsoft Fabric – from…
A technical overview and some benchmarks The post Python 3.14 and its New JIT Compiler appeared first on Towards Data Science.
Companies working at the frontier of aerospace, energy, and computing are constantly looking for new materials to improve performance. But…
Why Custom Inference in DeepStream? The post Building a Custom GStreamer Plugin for NVIDIA DeepStream appeared first on Towards Data…
Enterprise Document Intelligence [Vol.1 #5quinquies] – Same 1974 scanned PDF, two engines. EasyOCR recovers text. Docling recovers text + sections…
The PCIe transfer latency is silently bottlenecking your agentic inference. Here is how building a custom device-resident vector search kernel…
Getting reliable, readable responses out of your LLM, and knowing which tool to reach for The post Structured Outputs with…
Learn about the upsides and downsides of Claude Fable 5 The post How Powerful is Claude Fable (Mythos) 5 for…
For decades, the existence of the hydrophobic core, a region in the 3D structure of proteins where hydrophobic amino acids…
On June 9, The Boston Globe released its 2026 “Tech Power Players” list, recognizing 50 influential local leaders in technology and…
Enterprise Document Intelligence [Vol.1 #6c] – The decisions the parser makes on top of the user string, using the document’s…
Whether you’re playing poker against a single opponent or find yourself in a bidding war over a home purchase with…
How unit economics should set your classification cutoff, and why they rarely do. The post Your Churn Threshold Is a…
Why production-level AI optimization modeling agent needs reproducibility and portability, and how IR helps achieve them The post The Secret…
Most LLM applications need a clear workflow, not an autonomous agent. Here’s how to build one in plain Python. The…
Enterprise Document Intelligence [Vol.1 #6b] – The five field families the parser reads straight from the user’s question, with the…
An auto factory worker can remember the storage bin where she left a partly assembled component the night before, and…
In May, the Initiative for New Manufacturing (INM) marked its first anniversary with MIT Manufacturing Week, four days of events…
UK government partners with Google DeepMind to build a new AI-powered prototype aimed at faster housing decisions.
Budgets for AI tokens can’t be infinite, no matter how much hyperscalers wish they were The post Drilling Into AI’s…
Tired of your monthly API bill? Follow this tested guide to set up a high-performance local LLM on your Mac…
Enterprise Document Intelligence [Vol.1 #6a] – Why a user question deserves the same parsing as the document, and how it…
Increase productivity with your LLMs The post How to Effectively Align with Claude Code appeared first on Towards Data Science.
A detailed look at MCP that turned my scattered tool definitions into a stable, discoverable server The post The Protocol…
A single model hands you a single answer and no sense of how much it hinges on the dozens of…
