Announcing our partnership with the Republic of Korea
Google DeepMind and Korea partner to accelerate scientific breakthroughs using frontier AI models
Category: General
A faster way to estimate AI power consumption
Due to the explosive growth of artificial intelligence, it is estimated that data centers will consume up to 12 percent…
Bytes Speak All Languages: Cross-Script Name Retrieval via Contrastive Learning
Why learn 8 scripts when you can learn 256 bytes? The post Bytes Speak All Languages: Cross-Script Name Retrieval via…
I Reduced My Pandas Runtime by 95% — Here’s What I Was Doing Wrong
Most slow Pandas code “works”, until it doesn’t. Learn how to spot hidden bottlenecks, avoid costly row-wise operations, and know…
Causal Inference Is Different in Business
How does decision-gravity dictate this gap? The post Causal Inference Is Different in Business appeared first on Towards Data Science.
The Essential Guide to Effectively Summarizing Massive Documents, Part 2
We have the document clusters, and it’s time to unlock their true potential! Let’s explore how to extract meaningful information…
MIT scientists build the world’s largest collection of Olympiad-level math problems, and open it to everyone
Every year, the countries competing in the International Mathematical Olympiad (IMO) arrive with a booklet of their best, most original…
Introduction to Approximate Solution Methods for Reinforcement Learning
Learn about function approximation and the different choices for approximation functions The post Introduction to Approximate Solution Methods for Reinforcement…
I Built an AI Pipeline for Kindle Highlights
A local, zero-cost project that cleans, structures, and summarizes your reading automatically The post I Built an AI Pipeline for…
How to Improve Claude Code Performance with Automated Testing
Learn how to get the most out of Claude Code The post How to Improve Claude Code Performance with Automated…
Using a Local LLM as a Zero-Shot Classifier
A practical pipeline for classifying messy free-text data into meaningful categories using a locally hosted LLM, no labeled training data…
Your Synthetic Data Passed Every Test and Still Broke Your Model
The silent gaps in synthetic data that only show up when your model is already in production. The post Your…
Lasso Regression: Why the Solution Lives on a Diamond
It’s simpler than you think. The post Lasso Regression: Why the Solution Lives on a Diamond appeared first on Towards…
The Most Efficient Approach to Crafting Your Personal AI Productivity System
Key Takeaways The best AI productivity system is not the biggest one, but the one that fits your workflow and…
“Your Next Coworker May Not Be Human” as Google Bets Everything on AI Agents to Power the Office
It has happened in AI, and it did not even whisper. No, it did not just enhance AI. Now it…
Teaching AI models to say “I’m not sure”
Confidence is persuasive. In artificial intelligence systems, it is often misleading. Today’s most capable reasoning models share a trait with…
Using Causal Inference to Estimate the Impact of Tube Strikes on Cycling Usage in London
Turning free-to-use data into a hypothesis-ready dataset The post Using Causal Inference to Estimate the Impact of Tube Strikes on…
Correlation vs. Causation: Measuring True Impact with Propensity Score Matching
Learn how Propensity Score Matching uncovers true causality in observational data. By finding “statistical twins,” we eliminate selection bias to…
From Ad Hoc Prompting to Repeatable AI Workflows with Claude Code Skills
How I turned LLM persona interviews into a repeatable customer research workflow The post From Ad Hoc Prompting to Repeatable…
Ivory Tower Notes: The Methodology
A short intro to scientific methodology to combat “prompt in, slop out” The post Ivory Tower Notes: The Methodology appeared first…
How to Run OpenClaw with Open-Source Models
Run OpenClaw assistant through alternative LLMs The post How to Run OpenClaw with Open-Source Models appeared first on Towards Data…
Partnering with industry leaders to accelerate AI transformation
Google DeepMind partners with global consultancies to bring the power of frontier AI to organizations around the world.
“Banks Aren’t Playing Catch-Up Anymore”: Inside the AI Power Move That Could Redefine Finance
This week, something significant happened. Rather than testing the waters in their own way, a big European bank has made…
DIY AI & ML: Solving The Multi-Armed Bandit Problem with Thompson Sampling
How you can build your own Thompson Sampling Algorithm object in Python and apply it to a hypothetical yet real-life…
Git UNDO : How to Rewrite Git History with Confidence
For any data scientist who works in a team, being able to undo Git actions can be a life saver.…
I Replaced GPT-4 with a Local SLM and My CI/CD Pipeline Stopped Failing
The hidden cost of probabilistic outputs in systems that demand reliability The post I Replaced GPT-4 with a Local SLM…
Your RAG Gets Confidently Wrong as Memory Grows – I Built the Memory Layer That Stops It
As memory grows in RAG systems, accuracy quietly drops while confidence rises — creating a failure that most monitoring systems…
What Does the p-value Even Mean?
And what does it tell us? The post What Does the p-value Even Mean? appeared first on Towards Data Science.
Context Payload Optimization for ICL-Based Tabular Foundation Models
Conceptual overview and practical guidance The post Context Payload Optimization for ICL-Based Tabular Foundation Models appeared first on Towards Data…
The LLM Gamble
Why it tickles your brain to use an LLM, and what that means for the AI industry The post The…
Will Humans Live Forever? AI Races to Defeat Aging
It’s a concept that both scares and delights: the possibility that aging might not be an inevitable human fate, as…
Proxy-Pointer RAG: Structure Meets Scale at 100% Accuracy with Smarter Retrieval
Open source. 5-minute setup. Vector RAG done right—try it yourself. The post Proxy-Pointer RAG: Structure Meets Scale at 100% Accuracy…
Dreaming in Cubes
Generating Minecraft Worlds with Vector Quantized Variational Autoencoders (VQ-VAE) and Transformers The post Dreaming in Cubes appeared first on Towards…
KV Cache Is Eating Your VRAM. Here’s How Google Fixed It With TurboQuant.
Explore the end-to-end pipeline of TurboQuant, a novel KV cache quantization framework. This overview breaks down how multi-stage compression achieves…
Your RAG System Retrieves the Right Data — But Still Produces Wrong Answers. Here’s Why (and How to Fix It).
Your RAG system is retrieving the right documents with perfect scores — yet it still confidently returns the wrong answer.…
“An AI Could Cost Banks Billions”: Europe Warns of a Next-Gen Cyber Threat
The alert wasn’t blared out with sirens; however it should probably have been. It seems that in some of the…
AI Agents Need Their Own Desk, and Git Worktrees Give Them One
Git worktrees, parallel agentic coding sessions, and the setup tax you should be aware of The post AI Agents Need…
How to Learn Python for Data Science Fast in 2026 (Without Wasting Time)
What I wish I did at the beginning of my journey The post How to Learn Python for Data Science…
Beyond Prompting: Using Agent Skills in Data Science
How I turned my eight-year weekly visualization habit into a reusable AI workflow The post Beyond Prompting: Using Agent Skills in…
You Don’t Need Many Labels to Learn
What if an unsupervised model could become a strong classifier with only a handful of labels? The post You Don’t…
Jacob Andreas and Brett McGuire named Edgerton Award winners
MIT Associate Professor Jacob Andreas of the Department of Electrical Engineering and Computer Science [EECS] and MIT Associate Professor Brett McGuire of…
6 Things I Learned Building LLMs From Scratch That No Tutorial Teaches You
From rank-stabilized scaling to quantization stability: A statistical and architectural deep dive into the optimizations powering modern Transformers. The post…
Bringing AI-driven protein-design tools to biologists everywhere
Artificial intelligence is already proving it can accelerate drug development and improve our understanding of disease. But to turn AI…
What It Actually Takes to Run Code on 200M€ Supercomputer
Inside MareNostrum V: SLURM schedulers, fat-tree topologies, and scaling pipelines across 8,000 nodes in a 19th-century chapel The post What…
Your Chunks Failed Your RAG in Production
The upstream decision no model, or LLM can fix once you get it wrong The post Your Chunks Failed Your…
Building My Own Personal AI Assistant: A Chronicle, Part 2
Building a personal AI assistant is rarely a single, monolithic effort. In this piece, I walk through my latest addition:…
memweave: Zero-Infra AI Agent Memory with Markdown and SQLite — No Vector Database Required
The problem with agent memory today The post memweave: Zero-Infra AI Agent Memory with Markdown and SQLite — No Vector Database Required appeared first…
How to Maximize Claude Cowork
Learn how to get the most out of Claude Cowork The post How to Maximize Claude Cowork appeared first on…
Gemini 3.1 Flash TTS: the next generation of expressive AI speech
Our newest audio model introduces granular audio tags that give you precise control to direct AI speech for expressive audio…