Linear Regression Is Actually a Projection Problem (Part 2: From Projections to Predictions)
The Vector View of Least Squares. The post Linear Regression Is Actually a Projection Problem (Part 2: From Projections to…
Category: General
Gemma 4: Byte for byte, the most capable open models
Gemma 4: Our most intelligent open models to date, purpose-built for advanced reasoning and agentic workflows.
How to Handle Classical Data in Quantum Models?
Workflows and encoding techniques in quantum machine learning The post How to Handle Classical Data in Quantum Models? appeared first…
The End of Clicking? AI Is Quietly Turning Software Into Something That Just… Listens
Imagine never having to click through a software application again. Ever. The days of finding yourself staring blankly at the…
Quantum Simulations with Python
Run Quantum Experiments with Qiskit-Aer The post Quantum Simulations with Python appeared first on Towards Data Science.
Evaluating the ethics of autonomous systems
Artificial intelligence is increasingly being used to help optimize decision-making in high-stakes settings. For instance, an autonomous system can identify…
The Inversion Error: Why Safe AGI Requires an Enactive Floor and State-Space Reversibility
A systems design diagnosis of hallucination, corrigibility, and the structural gap that scaling cannot close The post The Inversion Error:…
Silicon Dreams Meet Real-World Rules: The AI Gold Rush Hits Its First Wall
AI has always been a bit of a runaway train. It’s exciting. It’s cool. It’s a bit irresponsible. But the…
How Can A Model 10,000× Smaller Outsmart ChatGPT?
Why thinking longer can matter more than being bigger The post How Can A Model 10,000× Smaller Outsmart ChatGPT? appeared…
What Happens Now That AI is the First Analyst On Your Team?
How I am adapting in my career in the age of AI, automation, and when everything moving faster than expected.…
Preview tool helps makers visualize 3D-printed objects
Designers, makers, and others often use 3D printing to rapidly prototype a range of functional objects, from movie props to…
The Map of Meaning: How Embedding Models “Understand” Human Language
Learn why embedding models are like a GPS for meaning. Instead of searching for exact words, it navigates a “Map…
How to Make Claude Code Better at One-Shotting Implementations
Make your coding agent more efficient The post How to Make Claude Code Better at One-Shotting Implementations appeared first on…
Building a Personal AI Agent in a couple of Hours
I’ve been so surprised by how fast individual builders can now ship real and useful prototypes. Tools like Claude Code,…
How to Lie with Statistics with your Robot Best Friend
What is p hacking, is it bad, and can you get ai to do it for you? The post How…
MIT researchers use AI to uncover atomic defects in materials
In biology, defects are generally bad. But in materials science, defects can be intentionally tuned to give materials useful new…
Why Data Scientists Should Care About Quantum Computing
Sara A. Metwalli on the rise of a promising new technology, the effects of LLM on her work, and more.…
How to Become an AI Engineer Fast (Skills, Projects, Salary)
Spoiler, it will take longer than 3 months The post How to Become an AI Engineer Fast (Skills, Projects, Salary)…
Self-Healing Neural Networks in PyTorch: Fix Model Drift in Real Time Without Retraining
What happens when your production model drifts and retraining isn’t an option? This article shows how a self-healing neural network…
Apple Quietly Just Indicated It’s Now Taking AI Seriously
Apple just took an understated step that speaks volumes. No big event. No big announcement. A hiring. Apple hired a…
Using OpenClaw as a Force Multiplier: What One Person Can Ship with Autonomous Agents
It’s easier than ever to 10x your output with agentic AI. The post Using OpenClaw as a Force Multiplier: What…
From NetCDF to Insights: A Practical Pipeline for City-Level Climate Risk Analysis
Integrating CMIP6 projections, ERA5 reanalysis, and impact models into a lightweight, interpretable workflow The post From NetCDF to Insights: A…
Building a Production-Grade Multi-Node Training Pipeline with PyTorch DDP
A practical, code-driven guide to scaling deep learning across machines — from NCCL process groups to gradient synchronization The post…
A Beginner’s Guide to Quantum Computing with Python
Simulate a quantum computer with Qiskit The post A Beginner’s Guide to Quantum Computing with Python appeared first on Towards…
How ElevenLabs Voice AI Is Replacing Screens in Warehouse and Manufacturing Operations
A warehouse picking operation is the process of collecting items from storage locations to fulfil customer orders. It is one…
Seeing sounds
Growing up in Mexico and Texas, Mariano Salcedo ’25 couldn’t readily indulge his passion for creating music. “There are no…
MIT engineers design proteins by their motion, not just their shape
Proteins are far more than nutrients we track on a food label. Present in every cell of our bodies, they…
How to Make Your AI App Faster and More Interactive with Response Streaming
In my latest posts, we’ve talked a lot about prompt caching as well as caching in general, and how it…
Gemini 3.1 Flash Live: Making audio AI more natural and reliable
Our latest voice model has improved precision and lower latency to make voice interactions more fluid, natural and precise.
Protecting people from harmful manipulation
Google DeepMind researches AI’s harmful manipulation risks across areas like finance and health, leading to new safety measures.
Beyond Code Generation: AI for the Full Data Science Workflow
Using Codex and MCP to connect Google Drive, GitHub, BigQuery, and analysis in one real workflow The post Beyond Code Generation:…
What the Bits-over-Random Metric Changed in How I Think About RAG and Agents
Why retrieval that looks excellent on paper can still behave like noise in real RAG and agent workflows The post…
AI system learns to keep warehouse robot traffic running smoothly
Inside a giant autonomous warehouse, hundreds of robots dart down aisles as they collect and distribute items to fulfill a…
Augmenting citizen science with computer vision for fish monitoring
Each spring, river herring populations migrate from Massachusetts coastal waters to begin their annual journey up rivers and streams to freshwater…
Following Up on Like-for-Like for Stores: Handling PY
My last article was about implementing Like-for-Like (L4L) for Stores. After discussing my solution with my peers and clients, I…
Lyria 3 Pro: Create longer tracks in more
Introducing Lyria 3 Pro, which unlocks longer tracks with structural awareness. We’re also bringing Lyria to more Google products and…
The Machine Learning Lessons I’ve Learned This Month
Proactivity, blocking, and planning The post The Machine Learning Lessons I’ve Learned This Month appeared first on Towards Data Science.
Apple Is Finally Rebuilding Siri From the Ground Up. But Will It Be Any Good This Time?
Ok, I’m going to ask this question, even though I already know the answer. When was the last time you…
Building Human-In-The-Loop Agentic Workflows
Understanding how to set up human-in-the-loop (HITL) agentic workflows in LangGraph The post Building Human-In-The-Loop Agentic Workflows appeared first on…
My Models Failed. That’s How I Became a Better Data Scientist.
Data Leakage, Real-World Models, and the Path to Production AI in Healthcare The post My Models Failed. That’s How I…
Wristband enables wearers to control a robotic hand with their own movements
The next time you’re scrolling your phone, take a moment to appreciate the feat: The seemingly mundane act is possible…
How to Make Claude Code Improve from its Own Mistakes
Supercharge Claude Code with continual learning The post How to Make Claude Code Improve from its Own Mistakes appeared first…
Production-Ready LLM Agents: A Comprehensive Framework for Offline Evaluation
We’ve become remarkably good at building sophisticated agent systems, but we haven’t developed the same rigor around proving they work.…
The Complete Guide to AI Implementation for Chief Data & AI Officers in 2026
How to leverage a framework to effectively prioritize AI Initiatives to rapidly accelerate growth and efficiency The post The Complete…
How to create “humble” AI
Artificial intelligence holds promise for helping doctors diagnose patients and personalize treatment options. However, an international group of scientists led…
Advancing international trade research and finding community
The sense of support and community was palpable when Sojun Park, a postdoc at the MIT Center for International Studies…
On algorithms, life, and learning
From enhancing international business logistics to freeing up more hospital beds to helping farmers, MIT Professor Dimitris Bertsimas SM ’87,…
4 Pandas Concepts That Quietly Break Your Data Pipelines
Master data types, index alignment, and defensive Pandas practices to prevent silent bugs in real data pipelines. The post 4…
Neuro-Symbolic Fraud Detection: Catching Concept Drift Before F1 Drops (Label-Free)
This Article asks what happens next. The model has encoded its knowledge of fraud as symbolic rules. V14 below a…
I Built a Podcast Clipping App in One Weekend Using Vibe Coding
Rapid prototyping with Replit, AI agents, and minimal manual coding The post I Built a Podcast Clipping App in One…