Will we be able to build communities of #SwarmAI positive market players? History tells me — yes, we will. Do we need standards and open markets for that? Oh yes, we do. So guess what I as Evangelist at Red Hat think about most of the time? Yes. That. I'll stop here because ideas are bigger than people. Some of you will see the opportunity and make it work. That's what I hope for. I am not relevant. Ideas are :). 10/10

We see the top-down by a few. OpenAI, Gemini etc. But we also see the bottom-up by the many. Small. domain-specific AI models, created the Open Source Way. Now when you add a meta layer that combines these small, domain-specific models, that can be trained at a fraction of the cost of the GIGO, top-down models and do it with the right weights, you get AI that is truly open and adaptable. That's what I call #SwarmAI. 9/10

Because our owner (I work at Red Hat) IBM also has a long history and loads of structured data. So they are also exploring those questions. And we at Red Hat can bring in our Open Source experience and knowledge. To create what I call #SwarmAI. Let me explain. 7/10

On Wednesday I will lead a session with experts and journalists on this very topic. I will introduce an, IMHO, better way which I call #SwarmAI. Instead of the One Big Model To Rule Them All, let's have domain specific, small models that can be ML (Machine Learning), GenAI (Generative AI) or something else. Let's feed those small models with verified data. And combine their inference in a weighted way to deliver results. A swarm instead of an oracle.