· The Intelligence Brief
The Intelligence Brief
Big AI labs just made top models cheaper, and hackers found weak spots — your costs drop and risks rise today.
The briefing
Strong AI Gets Cheaper
OpenAI and Anthropic cut prices on their best models today. Small builders in Lagos and Abuja win because running AI apps now costs less.
AI Giants Can Be Hacked
Three researchers broke into OpenAI using a rival model. If big labs can be tricked, your AI app can be too — add checks.
The Money Keeps Coming
AMD chips and big deals show investors still trust AI growth. Cheap models plus heavy spending means now is a good time to build.
The stories
Three angles
Build to learn
Learn To Break AI Apps
Hackers used smart tricks to break into a top AI company. Companies will soon pay people who can test AI apps for weak spots. This skill is new and few people have it.
The gap: Today's story shows no easy tool exists for small teams to test if their AI app can be tricked.
Build: Build a small tool that sends trick questions to an AI app and reports failures.
Related story ↑Build to sell
Build Cheap AI Chatbots For Shops
Small Nigerian businesses want simple chatbots that answer customer questions. Lower model prices mean you can charge less and still make money. Build one today for a local shop and charge monthly.
The gap: Nobody is making simple, cheap AI helpers for small African shops that cannot pay big fees.
Build: Build a WhatsApp chatbot for one shop using cheap Claude or OpenAI models.
Related story ↑Build early
Make An AI Cost Tracker
AMD chips will power many more AI servers soon, and prices keep changing fast. Buyers now need help seeing which model gives the best value. A tool that compares model prices could grow big.
The gap: No simple tool helps Nigerian users compare AI prices in naira before they spend.
Build: Build a web page that shows AI model prices side by side in naira.
Related story ↑