Deep Dive: How AI Text Watermarks Work

How a language model leaves a detectable pattern in its word choices, and why copying the text preserves it.

Sep 11 • Damien Benveniste

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Deep Dive: How Speculative Decoding Makes LLMs Faster

How a smaller model helps a larger model generate text faster without changing its output distribution.

Sep 9 • Damien Benveniste

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AI Digest: Model Validation, Agents, and Generative AI

Seven visual lessons on testing models, recovering tool calls, speeding up text generation, detecting watermarks, and checking image and document…

Sep 7 • Damien Benveniste

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September 2025

AdalFlow: A PyTorch-Like Framework to Auto-Optimizing Prompt for your LLM agent

AI Agent frameworks are becoming just as important as model training itself!

Sep 29, 2025 • Damien Benveniste

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Last Week to Register: Build Production-Ready Agentic-RAG Applications From Scratch Course!

Project-Based Course

Sep 23, 2025 • Damien Benveniste

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Build Production-Ready Agentic-RAG Applications From Scratch Course: What we are going to build

On Saturday, September 27th, I am launching a new course: Build Production-Ready Agentic-RAG Applications From Scratch! This is a fully hands-on course…

Sep 2, 2025 • Damien Benveniste

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August 2025

New Course: Build Production-Ready Agentic-RAG Applications From Scratch

End-to-end: orchestrate and deploy agentic Retrieval-Augmented Generation with LangGraph, FastAPI, and React frontend in 2 weeks.

Aug 25, 2025 • Damien Benveniste

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Mixture-of-Experts: Early Sparse MoE Prototypes in LLMs

Mixture-of-Experts might be one of the most important improvements in the Transformer architecture!

Aug 22, 2025 • Damien Benveniste

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July 2025

Last Week to Register to the Build Production-Ready LLMs From Scratch Course!

From Prototype to Production: Ship Scalable LLM Systems in 6 Weeks

Jul 9, 2025 • Damien Benveniste

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June 2025

Build Production-Ready LLMs From Scratch Starting on July 12th!

From Prototype to Production: Ship Scalable LLM Systems in 6 Weeks

Jun 16, 2025 • Damien Benveniste

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May 2025

Last Week to Register to the Build Production-Ready LLMs From Scratch Course!

From Prototype to Production: Ship Scalable LLM Systems in 6 Weeks

May 19, 2025 • Damien Benveniste

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April 2025

All About The Modern Positional Encodings In LLMs

The Positional Encoding in LLMs may appear somewhat mysterious the first time we come across the concept, and for good reasons!

Apr 28, 2025 • Damien Benveniste

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