Sigma Forge Blog

Neural Networks: From Perceptrons to Transformers

2024-04-22 • Sigma Forge

A comprehensive exploration of the evolution of neural networks, from the perceptron to modern transformer architectures powering today’s AI.

The Hidden Costs of AI: Tokens, Memory, and Electricity

2024-04-22 • Sigma Forge

A detailed exploration of the real costs behind large language models — including tokens, memory, compute, electricity, and architectural decisions.

LangChain: Its Birth and Impact on the AI Industry

2024-04-22 • Sigma Forge

LangChain emerged as a foundational framework for building LLM-powered applications. Here's how it started—and why it's reshaping the future of software.