Machine Learning

How Powerful is Claude's Myth (Mythos) 5 for coding?

How Powerful is Claude's Myth (Mythos) 5 for coding?

its latest model, the Claude Fable 5, which was a protected version of the Claude Mythos model. I tested the…
Proteins: A Mosaic Pattern to Rule Them All?

Proteins: A Mosaic Pattern to Rule Them All?

TL;DR: the development of predictive/forecasting applications for an ever-increasing number of different purposes. However, ML is also involved in data…
Dispatching the Parsed RAG Question: Chunk Strategy, Model Tier, Activations, Audit

Dispatching the Parsed RAG Question: Chunk Strategy, Model Tier, Activations, Audit

the question-parsing brick of Enterprise Document Intelligence, a series that builds an enterprise RAG system from four bricks: parsing, question…
Strengths and Pitfalls of Vector-Based Image Search

Strengths and Pitfalls of Vector-Based Image Search

of any e-commerce platform. Users expect to see relevant results, and they want them quickly. Because of this, commerce teams…
Your Churn Threshold Is a Pricing Decision

Your Churn Threshold Is a Pricing Decision

says “this customer’s probability of leaving is 0.4” and your code does predict(X) >= 0.5, you have just made a…
Google is developing its medical AI for AMIE research from diagnosis to treatment

Google is developing its medical AI for AMIE research from diagnosis to treatment

Providing a diagnosis is the first step in treating a patient. Once a diagnosis is made, the challenge becomes managing…
The Secret to Reproducible and Portable Optimization: ORPilot’s Intermediate Representation (IR)

The Secret to Reproducible and Portable Optimization: ORPilot’s Intermediate Representation (IR)

In my previous post, I four core innovations that makes ORPilot a production-oriented open-source LLM-for-OR tool, namely interview agent, data…
You Probably Don’t Need an Agent Framework

You Probably Don’t Need an Agent Framework

an LLM application. Ok, the first thought that comes to your mind is: let’s build a powerful agent! But immediately…
What the Question Parser Extracts from a User String: Keywords, Scope, Shape, Decomposition, Clarification

What the Question Parser Extracts from a User String: Keywords, Scope, Shape, Decomposition, Clarification

part of the question-parsing brick of Enterprise Document Intelligence, a series that builds an enterprise RAG system from four bricks:…
Assessing the Financial Sustainability of AI

Assessing the Financial Sustainability of AI

In my April column, I talked about the true cost of AI—a mistake that could be detrimental to the technology's…
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