// notes from the community

Ideas worth passing along.

Plain-English writing on AI: what we’re learning, what’s working for local businesses, and what’s coming next.

July 8, 2026 · Kai Gray

What Goes In: Who Trains on Your Data

ChatGPT, Claude, Meta AI, and Grok all handle your data differently. Here's what trains on your chats by default, and how to opt out.

AI PrivacyChatGPTClaude AI

March 18, 2026 · Kai Gray

How do you know if AI is right?

AI sounds increasingly convincing while still making confident mistakes. Learn practical strategies to verify AI outputs and know when to trust automated answers.

AI verificationartificial intelligenceAI accuracy

February 24, 2026 · Kai Gray

The Great SaaSpocalypse

The 'SaaSpocalypse' has wiped out $1 trillion in software valuations, but for Lower Alabama businesses, it's an opportunity to build custom AI tools instead of buying generic SaaS.

SaaSAI toolsenterprise software

February 10, 2026 · Kai Gray

The AI That Actually Does Things

OpenClaw went from weekend project to 145k GitHub stars in weeks, becoming the first AI assistant that actually does things—scheduling meetings, managing emails, and controlling your digital life through simple text messages.

OpenClawAI AgentsPersonal Assistant

November 3, 2025 · Kai Gray

Open Source AI in 2025

Open source AI is reshaping the tech landscape in 2025, with models like Meta's Llama and DeepSeek proving you don't need billions to compete with tech giants.

open-source-aiai-modelsbusiness-ai

October 27, 2025 · Kai Gray

How AI Reads (and Why It Stops)

Discover how AI actually processes text through tokens and why your conversations suddenly stop. Learn about context windows and why longer prompts can be more efficient.

AI basicstokenscontext windows

September 29, 2025 · Kai Gray

How AI Sees

Ever wonder how your phone instantly identifies plants or objects? AI doesn't actually 'see' like humans - it converts images into millions of numbers and finds patterns.

computer visionAI technologymachine learning

September 22, 2025 · Kai Gray

How AI Learns

Discover how AI learns through mathematical patterns and vectors. From embeddings to backpropagation, understand the fascinating process behind AI training.

AI learningmachine learningembeddings

September 15, 2025 · Kai Gray

Deep Research

Learn how AI tools like ChatGPT, Claude, and Perplexity transform research from simple searches into comprehensive analysis, helping Gulf Coast businesses and communities.

AI researchChatGPTClaude

September 8, 2025 · Kai Gray

AI Hallucinations

Why do AI tools make up facts? OpenAI's latest research reveals the truth behind AI hallucinations and shares practical tips for spotting when AI is guessing.

AI hallucinationsOpenAI researchAI accuracy