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Category: General

How to Create an ML-Focused Newsletter
General

How to Create an ML-Focused Newsletter

December 8, 2025

Learn how to make a newsletter with AI tools The post How to Create an ML-Focused Newsletter appeared first on…

Optimizing PyTorch Model Inference on CPU
General

Optimizing PyTorch Model Inference on CPU

December 8, 2025

Flyin’ Like a Lion on Intel Xeon The post Optimizing PyTorch Model Inference on CPU appeared first on Towards Data…

How to Climb the Hidden Career Ladder of Data Science
General

How to Climb the Hidden Career Ladder of Data Science

December 7, 2025

The behaviors that get you promoted The post How to Climb the Hidden Career Ladder of Data Science appeared first…

The Machine Learning “Advent Calendar” Day 7: Decision Tree Classifier
General

The Machine Learning “Advent Calendar” Day 7: Decision Tree Classifier

December 7, 2025

In Day 6, we saw how a Decision Tree Regressor finds its optimal split by minimizing the Mean Squared Error.…

Artificial Intelligence, Machine Learning, Deep Learning, and Generative AI — Clearly Explained
General

Artificial Intelligence, Machine Learning, Deep Learning, and Generative AI — Clearly Explained

December 7, 2025

Understanding AI in 2026 — from machine learning to generative models The post Artificial Intelligence, Machine Learning, Deep Learning, and…

Reading Research Papers in the Age of LLMs
General

Reading Research Papers in the Age of LLMs

December 6, 2025

How I keep up with papers with a mix of manual and AI-assisted reading The post Reading Research Papers in…

The Machine Learning “Advent Calendar” Day 6: Decision Tree Regressor
General

The Machine Learning “Advent Calendar” Day 6: Decision Tree Regressor

December 6, 2025

During the first days of this Machine Learning Advent Calendar, we explored models based on distances. Today, we switch to…

How We Are Testing Our Agents in Dev
General

How We Are Testing Our Agents in Dev

December 6, 2025

Testing that your AI agent is performing as expected is not easy. Here are a few strategies we learned the…

The Step-by-Step Process of Adding a New Feature to My IOS App with Cursor
General

The Step-by-Step Process of Adding a New Feature to My IOS App with Cursor

December 5, 2025

Cursor is great at writing code but not as good when it comes to design The post The Step-by-Step Process…

A Product Data Scientist’s Take on LinkedIn Games After 500 Days of Play
General

A Product Data Scientist’s Take on LinkedIn Games After 500 Days of Play

December 5, 2025

What a simple puzzle game reveals about experimentation, product thinking, and data science The post A Product Data Scientist’s Take on…

MIT researchers “speak objects into existence” using AI and robotics
General, News

MIT researchers “speak objects into existence” using AI and robotics

December 5, 2025

Generative AI and robotics are moving us ever closer to the day when we can ask for an object and…

YOLOv1 Paper Walkthrough: The Day YOLO First Saw the World
General

YOLOv1 Paper Walkthrough: The Day YOLO First Saw the World

December 5, 2025

A detailed walkthrough of the YOLOv1 architecture and its PyTorch implementation from scratch The post YOLOv1 Paper Walkthrough: The Day YOLO…

Homebuying, but Make It AI: How Lloyds Banking Group Is Betting Crypto + Code Will Rewrite the Mortgage Rulebook
General, News

Homebuying, but Make It AI: How Lloyds Banking Group Is Betting Crypto + Code Will Rewrite the Mortgage Rulebook

December 5, 2025

Lloyds Bank is betting on a future where purchasing a home might be as easy as pushing a button – thanks…

On the Challenge of Converting TensorFlow Models to PyTorch
General

On the Challenge of Converting TensorFlow Models to PyTorch

December 5, 2025

How to upgrade and optimize legacy AI/ML models The post On the Challenge of Converting TensorFlow Models to PyTorch appeared…

Robots that spare warehouse workers the heavy lifting
General, News

Robots that spare warehouse workers the heavy lifting

December 5, 2025

There are some jobs human bodies just weren’t meant to do. Unloading trucks and shipping containers is a repetitive, grueling…

Do Labels Make AI Blind? Self-Supervision Solves the Age-Old Binding Problem
General

Do Labels Make AI Blind? Self-Supervision Solves the Age-Old Binding Problem

December 4, 2025

A new NeurIPS 2025 paper shows how self-supervised learning imbues ViT with better image understanding than supervised learning The post…

The Machine Learning “Advent Calendar” Day 4: k-Means in Excel
General

The Machine Learning “Advent Calendar” Day 4: k-Means in Excel

December 4, 2025

How to implement a training algorithm that finally looks like “real” machine learning The post The Machine Learning “Advent Calendar”…

Engineering more resilient crops for a warming climate
General

Engineering more resilient crops for a warming climate

December 4, 2025

Scientists are using AlphaFold to strengthen a photosynthesis enzyme for resilient, heat-tolerant crops.

Build and Deploy Your First Supply Chain App in 20 Minutes
General

Build and Deploy Your First Supply Chain App in 20 Minutes

December 4, 2025

A factory operator that discovered happiness by switching from notebook to streamlit – (Image Generated with GPT-5.1 by Samir Saci)…

Mom! They’ve Got Her – But It Was Just AI”: How a “Real-Life Horror Movie” Played Out in Kansas
General, News

Mom! They’ve Got Her – But It Was Just AI”: How a “Real-Life Horror Movie” Played Out in Kansas

December 4, 2025

A scary call. A frantic 911 report. Police racing to stop what they thought was a kidnapping – only to…

Bootstrap a Data Lakehouse in an Afternoon
General

Bootstrap a Data Lakehouse in an Afternoon

December 4, 2025

Using Apache Iceberg on AWS with Athena, Glue/Spark and DuckDB The post Bootstrap a Data Lakehouse in an Afternoon appeared first…

The Architecture Behind Web Search in AI Chatbots
General

The Architecture Behind Web Search in AI Chatbots

December 4, 2025

And what this means for generative engine optimization (GEO) The post The Architecture Behind Web Search in AI Chatbots appeared…

A smarter way for large language models to think about hard problems
General, News

A smarter way for large language models to think about hard problems

December 4, 2025

To make large language models (LLMs) more accurate when answering harder questions, researchers can let the model spend more time…

MIT engineers design an aerial microrobot that can fly as fast as a bumblebee
General, News

MIT engineers design an aerial microrobot that can fly as fast as a bumblebee

December 3, 2025

In the future, tiny flying robots could be deployed to aid in the search for survivors trapped beneath the rubble…

Overcoming the Hidden Performance Traps of Variable-Shaped Tensors: Efficient Data Sampling in PyTorch
General

Overcoming the Hidden Performance Traps of Variable-Shaped Tensors: Efficient Data Sampling in PyTorch

December 3, 2025

PyTorch Model Performance Analysis and Optimization — Part 11 The post Overcoming the Hidden Performance Traps of Variable-Shaped Tensors: Efficient…

Helping power-system planners prepare for an unknown future
General, News

Helping power-system planners prepare for an unknown future

December 3, 2025

A new computer modeling tool developed by an MIT Energy Initiative (MITEI) research team will help infrastructure planners working in…

How to Turn Your LLM Prototype into a Production-Ready System
General

How to Turn Your LLM Prototype into a Production-Ready System

December 3, 2025

The most famous applications of LLMs are the ones that I like to call the “wow effect LLMs.” There are…

This Isn’t a Movie – It’s AI”: How Runway Gen‑4.5 Just Raised the Bar for Text-to-Video AI
General, News

This Isn’t a Movie – It’s AI”: How Runway Gen‑4.5 Just Raised the Bar for Text-to-Video AI

December 3, 2025

You could be forgiven for thinking that this is the beginning of a sci-fi movie script. “But no – it’s only…

How to Code Your Own Website with AI
General

How to Code Your Own Website with AI

December 3, 2025

Learn how to vibe-code your own website The post How to Code Your Own Website with AI appeared first on…

AlphaFold: Five years of impact
General

AlphaFold: Five years of impact

December 2, 2025

Explore how AlphaFold has accelerated science and fueled a global wave of biological discovery.

New control system teaches soft robots the art of staying safe
General, News

New control system teaches soft robots the art of staying safe

December 2, 2025

Imagine having a continuum soft robotic arm bend around a bunch of grapes or broccoli, adjusting its grip in real…

The Machine Learning “Advent Calendar” Day 2: k-NN Classifier in Excel
General

The Machine Learning “Advent Calendar” Day 2: k-NN Classifier in Excel

December 2, 2025

Exploring the k-NN classifier with its variants and improvements The post The Machine Learning “Advent Calendar” Day 2: k-NN Classifier…

JSON Parsing for Large Payloads: Balancing Speed, Memory, and Scalability
General

JSON Parsing for Large Payloads: Balancing Speed, Memory, and Scalability

December 2, 2025

Benchmarking JSON libraries for large payloads The post JSON Parsing for Large Payloads: Balancing Speed, Memory, and Scalability appeared first…

How to Use Simple Data Contracts in Python for Data Scientists
General

How to Use Simple Data Contracts in Python for Data Scientists

December 2, 2025

Stop your pipelines from breaking on Friday afternoons using simple, open-source validation with Pandera. The post How to Use Simple…

AI Meets the Everyday Hustle: QuickBooks’ New Campaign Shows How Small Businesses Can Finally Breathe
General, News

AI Meets the Everyday Hustle: QuickBooks’ New Campaign Shows How Small Businesses Can Finally Breathe

December 2, 2025

The latest global campaign from Intuit QuickBooks and FCB feels like one of those sort of moments, when tech moves…

How to Generate QR Codes in Python
General

How to Generate QR Codes in Python

December 2, 2025

A beginner-friendly tutorial exploring the Python “qrcode” Package The post How to Generate QR Codes in Python appeared first on…

MIT Sea Grant students explore the intersection of technology and offshore aquaculture in Norway
General, News

MIT Sea Grant students explore the intersection of technology and offshore aquaculture in Norway

December 1, 2025

Norway is the world’s largest producer of farmed Atlantic salmon and a top exporter of seafood, while the United States…

The Machine Learning Lessons I’ve Learned This Month
General

The Machine Learning Lessons I’ve Learned This Month

December 1, 2025

Christmas connections, Copilot’s costs, careful (no-)choices The post The Machine Learning Lessons I’ve Learned This Month appeared first on Towards…

Exploring how AI will shape the future of work
General, News

Exploring how AI will shape the future of work

December 1, 2025

“MIT hasn’t just prepared me for the future of work — it’s pushed me to study it. As AI systems…

The Problem with AI Browsers: Security Flaws and the End of Privacy
General

The Problem with AI Browsers: Security Flaws and the End of Privacy

December 1, 2025

How Atlas and most current AI-powered browsers fail on three aspects: privacy, security, and censorship The post The Problem with…

Learning, Hacking, and Shipping ML
General

Learning, Hacking, and Shipping ML

December 1, 2025

Vyacheslav Efimov on AI hackathons, data science roadmaps, and how AI meaningfully changed day-to-day ML Engineer work The post Learning,…

Why AI Alignment Starts With Better Evaluation
General

Why AI Alignment Starts With Better Evaluation

December 1, 2025

You can’t align what you don’t evaluate The post Why AI Alignment Starts With Better Evaluation appeared first on Towards…

Hidden Vulnerabilities: Study Shows ChatGPT and Gemini Still Trickable Despite Safety Training
General, News

Hidden Vulnerabilities: Study Shows ChatGPT and Gemini Still Trickable Despite Safety Training

December 1, 2025

Worries over A.I. safety flared anew this week as new research found that the most popular chatbots from tech giants…

The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint
General

The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint

November 30, 2025

Opening the black box of ML models, step by step, directly in Excel The post The Machine Learning and Deep…

The Greedy Boruta Algorithm: Faster Feature Selection Without Sacrificing Recall
General

The Greedy Boruta Algorithm: Faster Feature Selection Without Sacrificing Recall

November 30, 2025

A modification to the Boruta algorithm that dramatically reduces computation while maintaining high sensitivity The post The Greedy Boruta Algorithm:…

When AI Isn’t the Inventor: US Patent Office Sets New Ground Rules for AI-Assisted Inventions
General, News

When AI Isn’t the Inventor: US Patent Office Sets New Ground Rules for AI-Assisted Inventions

November 30, 2025

The rules have just changed - and if you were thinking that whizzy new idea cooked up by your amazing AI…

Metric Deception: When Your Best KPIs Hide Your Worst Failures
General

Metric Deception: When Your Best KPIs Hide Your Worst Failures

November 29, 2025

The most dangerous KPIs aren’t broken; they’re the ones trusted long after they’ve lost their meaning. The post Metric Deception:…

How to Scale Your LLM usage
General

How to Scale Your LLM usage

November 29, 2025

Learn how to increase LLM usage to achieve increased productivity The post How to Scale Your LLM usage appeared first…

Data Science in 2026: Is It Still Worth It?
General

Data Science in 2026: Is It Still Worth It?

November 28, 2025

An honest view from a 10-year AI Engineer The post Data Science in 2026: Is It Still Worth It? appeared…

Why We’ve Been Optimizing the Wrong Thing in LLMs for Years
General

Why We’ve Been Optimizing the Wrong Thing in LLMs for Years

November 28, 2025

The simple shift in training that unlocks foresight, faster inference, and better reasoning. The post Why We’ve Been Optimizing the…

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