Neurosymbolic AI outperforms chatbots and product search | E2327

LLMs are not good at this. They regress to the mean and they find the most probable thing and that's often not what you need personally. When you need to remove hallucination and you need trust, you need to be able to see inside the model, that's where neurosymbolic models can really shine. You really have built something between Houzz and Pinterest that is more powerful than both of them. The performance of it is already 2.5 x greater than some of the largest search companies in the world. It learns that new information, so you don't have to go do another training run. It's literally updating in real time. It's one one thousandth the cost of an average frontier model training run-in The US. This Week in Startups is brought to you by wisecurity, the on demand security team for startups. Need enterprise grade security without hiring a $400,000 c I s o? Security gives you 40 plus expert engineers matched to exactly what you need by the hour with your first six hours completely free. Go to ysecurity.io/twist.agree.com. Stop chasing invoices and automate your entire contract to cash stack. Go to agree.com and tell them Jason sent you to get 50% off for life. And Vanta. Compliance and security shouldn't be a deal breaker for startups to win new business. Vanta makes it easy for companies to get a SOC two report fast. Get $1,000 off for a limited time at www.vanta.com/twist. We got Zach Hutson joining us. He's the CEO of Onton. They're a search and discovery engine for ecommerce. It's powered, Jason, by a neurosymbolic AI model. What does that mean? You could see it for yourself at onton.com. We're gonna find out right now. Zach, thank you so much for joining us. Thanks for having me. Pleasure. Yeah. And you can give us a demo. So let's let's, you know, show, don't tell. Yeah. Oh, yeah. Yeah. Yeah. What have you built? Yeah. We can dive right in. Let's do it. Oh, and we're investors in the company, just as a full disclosure here. Yeah. I'll give your audience a chance to go and do some some basic searches for themselves. But why don't I jump in and do some, more of the mind blowing searches, and a little bit of a little bit of background about Anton. We have these things called surfaces within our product. If you've ever you have have Lon or Jason, have either of you used, Notion before? I'm sure you have. Plenty of time. Yeah. More than once. So Yeah. They have these things called blocks there. They let you organize information in different ways. People do this quite often in shopping journeys too, where they create lists, they create mood boards, these types of things. These are surfaces within Anton. And so what I've prepared for you, was I put together, some of your favorite things, Jason, or at least some of the hotels that you've mentioned, some …