you’re anything like me, “procrastination” might as well be your middle name. There’s always that nagging hesitation before starting a new project. Just thinking about setting up the project structure, creating documentation, or writing a decent README is enough to trigger yawns. It feels like staring at a blank page for a dreaded school essay. …
How to Spin Up a Project Structure with Cookiecutter Read More »
Image by Author Contents# Introduction# 1. Job Applications & Career → Persona + Personalization Prompt# 2. Mathematics & Logical Reasoning → Chain-of-Thought + Role + Few-Shot Prompting# 3. Code Generation → Instruction Decomposition + Constraints Prompt# 4. Learning & Tutoring → Socratic Method + Guided Teaching# 5. Creative Writing & Storytelling → Controlled Creativity with Persona + Style# 6. Brainstorming & …
Prompt Engineering Templates That Work: 7 Copy-Paste Recipes for LLMs Read More »
the final quarter of 2025, it’s time to step back and examine the trends that will shape data and AI in 2026. While the headlines might focus on the latest model releases and benchmark wars, they’re far from the most transformative developments on the ground. The real change is playing out in the trenches — …
Image by Author Contents# Introduction# The Dataset We Used// Dataset Overview// Peeking Into the Data with Pandas# Setting Up a Fair Testing Environment// Loading Data into Pandas// Registering Data with DuckDB// Preparing Data for SQLite# How We Benchmarked the Tools// Ensuring Consistent Setup// Measuring Execution Time// Tracking Memory Usage// The Benchmark Queries# Benchmark Results// Query 1: Total Transaction Value// Query 2: Group by Domain// Query 3: Filter by Location (Goa)// Query 4: …
We Benchmarked DuckDB, SQLite, and Pandas on 1M Rows: Here’s What Happened Read More »
Earlier this year, we mentioned that we’re bringing computer use capabilities to developers via the Gemini API. Today, we are releasing the Gemini 2.5 Computer Use model, our new specialized model built on Gemini 2.5 Pro’s visual understanding and reasoning capabilities that powers agents capable of interacting with user interfaces (UIs). It outperforms leading alternatives …
are planning next year’s birthday celebrations for three friends: Gabriel, Jacques, and Camille. All three of them were born in 1996, in Paris, France, so they will be 30 years old next year in 2026. Gabriel and Jacques will happen to be in Paris on their respective birthdays, while Camille will be in Tokyo, Japan, …
Image by Ideogram Contents# Introduction# How I Use Statistics in My Data Science Job# Three Resources to Learn Statistics for Data Science# Takeaways # Introduction When you hear the word data science, you probably think of two words: programming and statistics. In fact, the prerequisite of learning statistics often discourages people from pursuing a career in data. It doesn’t …
How I Actually Use Statistics as a Data Scientist Read More »
Responsibility & Safety Published 6 October 2025 Authors Raluca Ada Popa and Four Flynn Using advanced AI to fix critical software vulnerabilities Today, we’re sharing early results from our research on CodeMender, a new AI-powered agent that improves code security automatically. Software vulnerabilities are notoriously difficult and time-consuming for developers to find and fix, even …
Introducing CodeMender: an AI agent for code security Read More »
of AI hype, it feels like everyone is using Vision-Language Models and large Vision Transformers for every problem in Computer Vision. Many people see these tools as one-size-fits-all solutions and immediately use the latest, shiniest model instead of understanding the underlying signal they want to extract. But oftentimes there’s beauty to simplicity. It’s one of …
Classical Computer Vision and Perspective Transformation for Sudoku Extraction Read More »
Image by Editor Contents# Introducing ChatGPT Study Mode# Study Mode Key Features# How to Use Study Mode# Benefits & Drawbacks of ChatGPT Study Mode# Conclusion # Introducing ChatGPT Study Mode Among the unending supply of AI-powered tools and features of late, ChatGPT Study Mode has captured the attention of students, educators, and lifelong learners. It promises to revolutionize study habits …
Is ChatGPT Study Mode a Hidden Gem or a Gimmick? Read More »
