Machine Learning
Hybrid AI: Combining Deterministic Analytics with LLM Reasoning
May 22, 2026
Hybrid AI: Combining Deterministic Analytics with LLM Reasoning
Introduction an agentic AI network for my company that advises manufacturing plants on how to mature their operations. The system…
Enterprise Document Intelligence: A Series on Building RAG Brick by Brick, from Minimal to Corpus scale
May 22, 2026
Enterprise Document Intelligence: A Series on Building RAG Brick by Brick, from Minimal to Corpus scale
, generative AI took off and RAG showed up as the standard answer for “we have documents, we want to…
A Hidden Bottleneck in Quantum Machine Learning: Finding Data in a Quantum Computer
May 22, 2026
A Hidden Bottleneck in Quantum Machine Learning: Finding Data in a Quantum Computer
How Classical Neural Networks Learn Data Quantum computers cannot read bits Embedding Classical Data in Quantum States Data Loading Bottleneck…
Lost in Translation: How AI Exposes the Rift Between Law and Logic
May 22, 2026
Lost in Translation: How AI Exposes the Rift Between Law and Logic
Over the last few years, I have sat in multiple meetings with IT and legal teams where the intent and…
LLM Themes Are Not Observations
May 21, 2026
LLM Themes Are Not Observations
themes from a call corpus to the customer table. Customers without transcripts get NULL. NULL gets filled with zero, or…
Claude's 3 Skills Every Data Scientist Needs in 2026
May 21, 2026
Claude's 3 Skills Every Data Scientist Needs in 2026
in 2022, things were very different. Children today don't know what it's like. I used to spend hours: Writing Python…
Benders’ Decomposition 101: How to Crack Open a Stochastic Program That’s Too Big to Swallow Whole
May 21, 2026
Benders’ Decomposition 101: How to Crack Open a Stochastic Program That’s Too Big to Swallow Whole
In my first TDS post, I a real-world problem into an integer linear program. In my second, I made that…
Prompt Engineering Isn’t Enough — I Built a Control Layer That Works in Production
May 21, 2026
Prompt Engineering Isn’t Enough — I Built a Control Layer That Works in Production
TL;DR debugging the same crash, I stopped blaming the model. It was always the same three problems:broken structured outputs, silent…
Google announces new community investment in Missouri
May 20, 2026
Google announces new community investment in Missouri
As we deepen our roots in Missouri with a new data center in Montgomery County, we are responsibly expanding infrastructure,…
100 things we announced at Google I/O 2026
May 20, 2026
100 things we announced at Google I/O 2026
AI inbox 68. Earlier this year, we introduced AI Inbox as a new view in Gmail that intelligently reveals what's…