📌 Layers of the AI Stack, Explained Simply

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-04-14 | ⏱️ Read time: 14 min read

And why I decided to work at the application layer

📌 Sesame  Speech Model:  How This Viral AI Model Generates Human-Like Speech

🗂 Category: CONVERSATIONAL AI

🕒 Date: 2025-04-11 | ⏱️ Read time: 9 min read

A deep dive into residual vector quantizers, conversational speech AI, and talkative transformers.

📌 Learnings from a Machine Learning Engineer — Part 6: The Human Side

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-04-11 | ⏱️ Read time: 16 min read

Practical advice for the humans involved with machine learning

📌 Are You Sure Your Posterior Makes Sense?

🗂 Category: DATA SCIENCE

🕒 Date: 2025-04-11 | ⏱️ Read time: 26 min read

A detailed guide on how to use diagnostics to evaluate the performance of MCMC samplers

📌 The Basis of Cognitive Complexity: Teaching CNNs to See Connections

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-04-11 | ⏱️ Read time: 9 min read

Transforming CNNs: From task-specific learning to abstract generalization

📌 The What, How, and Why of Agentic AI

🗂 Category: THE VARIABLE

🕒 Date: 2025-04-10 | ⏱️ Read time: 3 min read

This week, we tackle the nitty-gritty details of working with agentic AI.

📌 The Invisible Revolution: How Vectors Are (Re)defining Business Success

🗂 Category: DATA SCIENCE

🕒 Date: 2025-04-10 | ⏱️ Read time: 26 min read

The hidden force behind AI is powering the next wave of business transformation

📌 How to Measure Real Model Accuracy When Labels Are Noisy

🗂 Category: DATA SCIENCE

🕒 Date: 2025-04-10 | ⏱️ Read time: 5 min read

The math behind “true” accuracy and error correlation

📌 Ivory Tower Notes: The Problem

🗂 Category: DATA SCIENCE

🕒 Date: 2025-04-10 | ⏱️ Read time: 12 min read

When a data science problem is “the” problem

📌 Deb8flow: Orchestrating Autonomous AI Debates with LangGraph and GPT-4o

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-04-10 | ⏱️ Read time: 29 min read

Inside Deb8flow: Real-time AI debates with LangGraph and GPT-4o

📌 Why CatBoost Works So Well: The Engineering Behind the Magic

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-04-09 | ⏱️ Read time: 10 min read

CatBoost stands out by directly tackling a long-standing challenge in gradient boosting—how to handle categorical…

📌 Time Series Forecasting Made Simple (Part 1): Decomposition and Baseline Models

🗂 Category: DATA SCIENCE

🕒 Date: 2025-04-09 | ⏱️ Read time: 12 min read

Learn the intuition behind time series decomposition, additive vs. multiplicative models and build your first…

📌 Mining Rules from Data

🗂 Category: DATA SCIENCE

🕒 Date: 2025-04-09 | ⏱️ Read time: 20 min read

Using decision trees for quick segmentation

📌 A Data Scientist’s Guide to Docker Containers

🗂 Category: DATA SCIENCE

🕒 Date: 2025-04-08 | ⏱️ Read time: 11 min read

How to enable your ML model to run anywhere

📌 Unlock the Power of ROC Curves: Intuitive Insights for Better Model Evaluation

🗂 Category: DATA SCIENCE

🕒 Date: 2025-04-08 | ⏱️ Read time: 8 min read

Go beyond the definitions: grasp the real meaning of AUC and ROC analysis for practical…

📌 Circuit Tracing: A Step Closer to Understanding Large Language Models

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-04-08 | ⏱️ Read time: 7 min read

Reverse-engineering large languages models’ computation circuit to understand their decision-making processes

📌 Avoiding Costly Mistakes with Uncertainty Quantification for Algorithmic Home Valuations

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-04-07 | ⏱️ Read time: 10 min read

The simple tricks for using AVMU, or Automated Valuation Model Uncertainty, to make your home…

📌 How to Optimize your Python Program for Slowness

🗂 Category: PROGRAMMING

🕒 Date: 2025-04-07 | ⏱️ Read time: 20 min read

Write a short program that finishes after the universe dies

📌 Let’s Call a Spade a Spade: RDF and LPG — Cousins Who Should Learn to Live Together

🗂 Category: DATA SCIENCE

🕒 Date: 2025-04-07 | ⏱️ Read time: 20 min read

An objective comparison of the RDF and LPG data models

📌 How I Would Learn To Code (If I Could Start Over)

🗂 Category: PROGRAMMING

🕒 Date: 2025-04-04 | ⏱️ Read time: 10 min read

How to learn to code in 2025