Machine Learning

Who Will Win the 2026 FIFA World Cup?

Who Will Win the 2026 FIFA World Cup?

it came out on June 11 with 48 teams, 104 games, and a normal snowstorm. I wanted a prediction that…
My AI Couldn’t See My Files — I Built a Zero-Dependency MCP Server

My AI Couldn’t See My Files — I Built a Zero-Dependency MCP Server

. The functions had grown too long and the variable names made no sense anymore. Every time I wanted feedback…
The Fundamental Choice in Reinforcement Learning: On‑Policy vs. Off‑Policy

The Fundamental Choice in Reinforcement Learning: On‑Policy vs. Off‑Policy

is often introduced through a long list of algorithms. SARSA, Q-learning, PPO, DQN, SAC etc. Each name seems to point…
Google AI announcements from May 2026

Google AI announcements from May 2026

Find out what's possible with Gemini 3.5. We have introduced our latest family of models that combine frontier intelligence with…
Automate Writing Your LLM Prompts

Automate Writing Your LLM Prompts

Image created by Serj Smorodinsky, co-author of Building LLM Applications with DSPy we’ve probably all had the experience of getting…
How to Fine-tune SLM for Emotion Recognition

How to Fine-tune SLM for Emotion Recognition

Introduction models (SLMs) are fine-tuned to categorize emotions as single outputs, capturing the entire emotional tone of a text. In…
How to Navigate the Shift from Prompt-Based Tools to Workflow-Driven AI

How to Navigate the Shift from Prompt-Based Tools to Workflow-Driven AI

The rapid adoption of AI in writing, design, and analytics, to name just a few areas, has come with mixed…
Small Data, Big Maps: Training Geospatial ML Models When Samples Are Scarce

Small Data, Big Maps: Training Geospatial ML Models When Samples Are Scarce

learning, the biggest bottleneck is almost never GPU memory or model size. A handful of field samples that you can…
FPN Paper Walkthrough: Leveraging the Internal Pyramid

FPN Paper Walkthrough: Leveraging the Internal Pyramid

I was talking about YOLOv3 [1]. One of the factors that makes this YOLO version better than its predecessors is…
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