Machine Learning

  # Introduction  The narrative around generative AI is shifting in 2026. While massive frontier models keep grabbing headlines, the reality of enterprise AI deployment looks very different. Cost constraints, latency limits, and strict data privacy requirements have pushed engineering teams away from trillion-parameter behemoths and toward small language models (SLMs). Ranging from 1 billion to …

5 Must-Read Resources for Mastering Small Language Models Read More »

Welcome back! our journey of understanding backpropagation in detail. Let’s briefly recall what we covered in Part 1 so far. A Quick Recap We first started trying to understand neural networks using a simple dataset. Image by Author In that process, we first built a small neural network and understood how it makes predictions through …

Backpropagation Explained for Beginners (Part 2): There Has to Be a Better Way Read More »

  # Introduction  Most people’s first AI agent never leaves their laptop. It runs once in a terminal, prints a decent answer, and then sits there because nobody wrote the fifteen lines of glue code needed to turn a script into something other people, or other systems, can actually call. That gap between “it worked when …

7 Steps to Building and Deploying Your First Autonomous Agent Read More »

Developers and customers building production AI agents need higher token efficiency, lower latency, and more reliable performance. Our Flash series of models is built to meet the sweet spot of efficiency and quality to enable scaling agentic workflows. Building on Gemini 3.5 Flash, we’re introducing new Gemini models: 3.6 Flash: Our workhorse model that delivers …

3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash Cyber Read More »

model predicts the missing column of any table, zero-shot, the way a language model completes text. On the main community benchmark, every single-model entry above the best tuned gradient-boosted tree is now one of these. This post explains what they are, verifies the strongest one with unrestricted open weights on my own hardware, and maps …

Tabular LLMs: An Introduction to the Foundation Models That Predict Your Spreadsheet Read More »

  # Introduction  If you ask a chatbot to find you a hotel in London, it will give you a list of names and let you do the rest. If you ask an agent, it checks availability, compares prices across sites, books the room, and emails you the confirmation. That gap between “telling you something” and …

5 Key Concepts Behind Agentic AI Every Engineer Must Understand Read More »

Scientists today face challenges of extraordinary scale and complexity. From shaping and simulating the intricate dynamics of fusion plasma, to exploring the vast search space of new materials, to making sense of the exabytes of data pouring out of the world’s most advanced experimental facilities. The demands on modern research are unprecedented. Frontier AI can …

Google commits $40M to the Genesis Mission Read More »

1. The number you should not trust An agent skill is a simple package of instructions for an AI agent. In practice, it is a folder with plain-English directions such as “open a pull request” or “triage these tickets.” Claude Code and most agent stacks load those directions when they seem relevant to the task. …

Detecting Vulnerabilities in Agent Skills with SkillSpector: From Green Checkmark to Real Security Judgment Read More »

  # Introduction  The barrier to entry for learning artificial intelligence has never been lower, but the signal-to-noise ratio has never been worse. With thousands of “AI bootcamps” promising to teach you everything in a weekend for a steep fee, it’s easy to get overwhelmed. The truth is, the best AI education in 2026 is entirely …

5 Free Courses to Go From AI Beginner to Practitioner Read More »

The Scenario to report on seat ownership. Each seat in the office building must be assigned to an organisational unit (OU). There is a list of all seats, and the owning OU should be set for each seat. But some seats don’t have an owning OU set. Therefore, they decided to assign all unassigned seats …

Automatically Assign a Category to Uncategorized Rows in Power Query and DAX Read More »