Image by Author   Contents# Introduction# The Data Professional’s Knowledge Problem# What Is Gistr?# Why Data Science Professionals Use Smart AI Notebooks# How Gistr Works# Here’s How You Can Use Gistr Day-to-Day# Why Gistr Is Better Than Productivity Tools# Tips to Get the Most Out of Gistr# Conclusion # Introduction  The work of a data scientist is not just about collecting data points, but about …

Gistr: The Smart AI Notebook for Organizing Knowledge Read More »

Announcing a new, open suite of tools for language model interpretability Large Language Models (LLMs) are capable of incredible feats of reasoning, yet their internal decision-making processes remain largely opaque. Should a system not behave as expected, a lack of visibility into its internal workings can make it difficult to pinpoint the exact reason for …

Gemma Scope 2: Helping the AI Safety Community Deepen Understanding of Complex Language Model Behavior Read More »

in some interesting conversations recently about designing LLM-based tools for end users, and one of the important product design questions that this brings up is “what do people know about AI?” This matters because, as any product designer will tell you, you need to understand the user in order to successfully build something for them …

Understanding the Generative AI User | Towards Data Science Read More »

Image by Author   Contents# Introduction# 1. Automatic File Organizer# 2. Batch File Renamer# 3. Smart Backup Manager# 4. Duplicate File Finder# 5. Desktop Screenshot Organizer# Wrapping Up # Introduction  We all have those tasks that eat up our time without adding real value. These include sorting downloaded files, renaming photos, backing up folders, clearing out clutter, and performing the same little maintenance …

5 Useful Python Scripts to Automate Boring Everyday Tasks Read More »

Today, we’re expanding the Gemini 3 model family with the release of Gemini 3 Flash, which offers frontier intelligence built for speed at a fraction of the cost. With this release, we’re making Gemini 3’s next-generation intelligence accessible to everyone across Google products. Last month, we kicked off Gemini 3 with Gemini 3 Pro and …

Introducing Gemini 3 Flash: Benchmarks, global availability Read More »

fascinating aspects of time series is the intrinsic complexity of such an apparently simple kind of data. At the end of the day, in time series, you have an x axis that usually represents time (t), and a y axis that represents the quantity of interest (stock price, temperature, traffic, clicks, etc…). This is significantly …

A Practical Toolkit for Time Series Anomaly Detection, Using Python Read More »

Image by Author   Contents# Introduction# 1. n8n# 2. Zapier# 3. Make# 4. Microsoft Power Automate# 5. ClickUp# Summary # Introduction  Automation can benefit professionals across various fields, including project managers, analysts, and solo founders. We all face repetitive digital tasks that consume our time, such as gathering data from the web, cleaning and standardizing it, updating spreadsheets, and creating clear, actionable reports.  …

5 Workflow Automation Tools for All Professionals Read More »

Today, we’re announcing an expanded partnership with the UK AI Security Institute (AISI) through a new Memorandum of Understanding focused on foundational security and safety research, to help ensure artificial intelligence is developed safely and benefits everyone. The research partnership with AISI is an important part of our broader collaboration with the UK government on …

Deepening AI Safety Research with UK AI Security Institute (AISI) Read More »

With Logistic Regression, we learned how to classify into two classes. Now, what happens if there are more than two classes. n is simply the multiclass extension of this idea. And we will discuss this model for Day 14 of my Machine Learning “Advent Calendar” (follow this link to get all the information about the …

The Machine Learning “Advent Calendar” Day 14: Softmax Regression in Excel Read More »

Image by Author   Contents# Introduction# 1. Frozen Data Classes for Hashability and Safety# 2. Slots for Memory Efficiency# 3. Custom Equality with Field Parameters# 4. Factory Functions with Default Factory# 5. Post-Initialization Processing# 6. Ordering with Order Parameter# 7. Field Ordering and InitVar# When Not to Use Data Classes# Conclusion # Introduction  Standard Python objects store attributes in instance dictionaries. They are not hashable unless …

How to Write Efficient Python Data Classes Read More »