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Models & Architectures

Model selection, architectures, and performance tuning for production.

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Anthropic

The 2025 AI Tools Stack: Which Model Actually Excels at What

After paying for every major AI subscription and testing them in production, here's the honest breakdown: what Claude, ChatGPT, Gemini, and Grok actually excel at—and where each one falls short.

Tom Hundley

December 13, 2025

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AI Engineering Foundations

3 of 4 parts

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AI Engineering Foundations•Part 1/4

Fine-Tuning LLMs for Enterprise: Cloud vs Local Guide

Fine-tuning is powerful but often misused. Learn when to fine-tune, how to do it right (cloud and local), and why prompt engineering or RAG might be better choices.

December 10, 2025

AI Engineering Foundations•Part 2/4

Model Distillation: Build Smaller, Faster, Cheaper AI

The future isn't bigger models—it's smarter small ones. Learn how to distill large models into efficient, task-specific versions for production deployment.

December 10, 2025

AI Engineering Foundations•Part 3/4

RLHF Explained: Reinforcement Learning in Production AI

RLHF made ChatGPT useful. Understanding how reinforcement learning shapes AI behavior helps you understand what AI can—and can't—become in your organization.

December 10, 2025

AnthropicGoogle GeminiClaude Code+3 more

The 2025 AI Tools Stack: Which Model Actually Excels at What

After paying for every major AI subscription and testing them in production, here's the honest breakdown: what Claude, ChatGPT, Gemini, and Grok actually excel at—and where each one falls short.

December 13, 2025

Google GeminiFrontier ModelsGoogle DeepMind+3 more

Gemini 3: How Google Just Redefined What AI Can Do

Google's Gemini 3 isn't just an upgrade—it's a paradigm shift. Generative interfaces, Deep Think reasoning, the $2.4B Antigravity IDE, and the 'Code Red' that shook OpenAI. Here's everything that matters.

December 12, 2025

The Transformer Deep Dive: The Architecture That Changed Everything

Before ChatGPT, there was the Transformer. A technical deep dive into the Google architecture that killed RNNs, enabled parallel training, and kickstarted the Generative AI revolution.

December 10, 2025

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