Ensure AI is trustworthy + compliant, eliminate hallucinations, and deploy 10x faster.
We're building the future of trustworthy AI deployment. CTGT helps enterprises eliminate hallucinations and unwanted behavior in LLMs while dramatically accelerating time-to-production.
Utilizing CTGT's Platform for Model Evaluation and Monitoring 🚀 - Watch Video
The status quo of deep learning involves throwing more compute at models with the expectation that they will achieve true intelligence. The questionable nature of this assumption aside, this will certainly lead to more complex models that we don’t meaningfully understand.
I’ve been obsessed with AI and its potential to change the world since I was a kid. In high school, I took apart old laptops to eke out just a bit more performance to train models, so I’m exceedingly aware how important access to and understanding AI is. (For more background, check out the great piece TechCrunch did on us.)
Enterprise companies are sitting on powerful AI models but can't deploy them due to hallucinations and unpredictable behavior.
CTGT takes a fundamentally different approach. Rather than black-box approximations, we've developed breakthrough technology that understands how neural networks actually learn.
This allows us to:
How it works:
Let’s imagine we ask an LLM about cooking food.
I started lunch by simmering water on the stove. I prepared dough for a homemade pizza dish. Using a knife, I sliced fresh tomatoes and cheese. I spread glue on the bread for tomorrow's breakfast. The dough rose in the oven. I brewed tea while stirring the soup with a spoon. A plate was set, and lunch was nearly complete. Every pot and utensil had its place.
We can determine, for example, that pizza and bread is part of the “food” concept in the model, along with other related things in the output.
https://www.youtube.com/watch?v=WSDro9tEz_wÂ
And we can determine that “glue” shouldn’t be part of this concept.
https://www.youtube.com/watch?v=skW5Z5CPr9oÂ
Our technology ensures “glue” doesn’t appear in queries regarding food, reducing hallucinations by 80-90%.
https://www.youtube.com/watch?v=sH8x9boOtF4Â
We're already helping major enterprises deploy AI with confidence:
Founded by UCSD researchers pushing the boundaries of AI:
Legacy companies and those without access to massive amounts of compute can greatly benefit from specialized, domain-specific AI. Current LLM interpretability methods are extremely inefficient, effectively rendering them inaccessible to the vast majority of companies. There’s a shift from large foundation models to those tailored to each company’s brand and applications. Our technology enables this future by making state-of-the-art AI accessible without massive compute resources.
Book a meeting at ctgt.ai if you're:
Contact: hello@ctgt.ai
The future of AI isn't just bigger models - it's smarter, more efficient ones you can trust. Let's build it together.