Machine Learning
From Prototype to Profit: Solving the Agentic Token-Burn Problem
May 23, 2026
From Prototype to Profit: Solving the Agentic Token-Burn Problem
This article was co-authored by Rahul Vir and Reya Vir. for the Token to work properly We have officially passed…
Highlights from the Discussion section
May 22, 2026
Highlights from the Discussion section
This week at I/O, the Dialogues stage brought together Google leaders, scientific minds and creative visionaries about the technological breakthroughs…
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…