Practical everyday AI applications interface showing how to structure business data using LLMs

How I use AI

Sam Reed • Apr 15, 2025

Some fun, practical use cases

AI model specialization techniques for developing task-specific agents through reinforcement learning

Positive Reinforcement

Sam Reed • Apr 8, 2025

OpenAI's shift to specialized model optimization changes the future of AI agent development

Dishwasher as analogy for AI agents technology - Comparing automated tasks to mechanical hands and questioning current AI terminology

Look Alive! (Part 2)

Sam Reed • Apr 1, 2025

On AI agents and washing dishes

A picture of NVIDIA CEO Jensen Huang on stage for the NVIDIA GTC March 2025 Keynote.

Look Alive! (Part 1)

Sam Reed • Mar 25, 2025

A theory on the cause of the AI Industry's sharp turn to focus on agents.

OpenAI's GPT Playground interface from 2022 showing the text input area and model controls

We're Good

Sam Reed • Mar 18, 2025

Has vibe coding pushed Claude over the edge?

The Model Context Protocol illustrated as a wise recluse communicating with the outside world - Anthropic's standardized approach for AI language models to interact with external systems

The Wise Recluse

Sam Reed • Mar 11, 2025

LLMs & the Model Context Protocol

AI and human prediction technologies converging on a sports betting prediction market dashboard

Hammer the Aigles

Sam Reed • Mar 4, 2025

What does it mean to beat the odds anyways?

OpenAI's Deep Research Agent being given the question: 'Compile a research report on how the retail industry has changed in the past 3 years. Use bullets and tables where necessary for clarity.'

Off The Deep End

Sam Reed • Feb 25, 2025

How does OpenAI's Deep Research Agent fit into the bigger picture?

Product

AI PowerPoint automation software that preserves existing template formatting while generating content

Introduction to LLeMental: AI Presentation Automation Using Your Templates

Shane Haggerty • Feb 19, 2025

Transform proposals while preserving your PowerPoint templates.

Automato #1 - (A)IDE

Sam Reed • Feb 18, 2025

Examining one of generative AI's early stars

Product

LLeMental Systems helps businesses automate time-consuming and repeatable tasks.

Introducing LLeMental

Sam Reed • Feb 17, 2025

Simple, productive AI tools for your business.

Research

AI agent frameworks using OpenAI Assistants for text classification

AI Agent Frameworks for NLP: Using OpenAI Assistants

Shane Haggerty • Aug 14, 2024

A study on AI agent frameworks, exploring how the OpenAI Assistants API performs in text classification tasks, part of our neural nets to agent frameworks series.

Research

Performance analysis of large language models (LLMs) for text classification in NLP.

Text Classification with Large Language Models (LLMs)

Shane Haggerty • May 28, 2024

A study exploring the performance of large language models from OpenAI, Meta, and Anthropic on text classification, part of our neural nets to agent frameworks series.

Research

Comparison of NLP models using Hugging Face transformers for text classification

Open Source NLP Model Comparison: Hugging Face Transformers

Shane Haggerty • May 13, 2024

A study comparing Hugging Face transformers to traditional neural net architectures for NLP text classification, part of our series on neural nets to agent frameworks.

Research