MWMatthew Wisdominbitsofwisdom.hashnode.dev·6d ago · 9 min readThe Tool Call ProblemOne of the things I spend a lot of time thinking about at work is what happens when an AI assistant decides to call a tool it should not, or calls the right tool with the wrong arguments. The assistan00
MWMatthew Wisdominbitsofwisdom.hashnode.dev·Jul 25 · 6 min readVersion Everything: The ML Practice a Lot of Projects SkipA long time ago, I was working on a model and doing what most people do early on: iterating fast, making transformations directly on the dataset to try to improve results, retraining, checking metrics00
MWMatthew Wisdominbitsofwisdom.hashnode.dev·Jul 21 · 4 min readBuilding Arishem: A Multi-Agent System That Tries to Hack Your AI App AI agents are everywhere right now. They read emails, write code, and make decisions on your behalf. I use them a lot, for work and for side projects. And the more I use them the more one question kep00
MWMatthew Wisdominbitsofwisdom.hashnode.dev·Jul 11 · 6 min readWe Built a Nigerian Language Search Model That Beat the State of the Art.I have been building RAG systems for a while now. One thing that kept coming up was how existing embedding models can have real deficiencies when it comes to Nigerian languages. To give you a sense of00
MWMatthew Wisdominbitsofwisdom.hashnode.dev·Jun 26 · 6 min readLLM Systems in Production: Evaluating LLM Applications with DeepEvalI work at LaunchpadNG where we're building an AI-powered website builder. The assistant at the core of it can generate full websites, manage inventory, handle bookings and a lot more, all from a chat 00
