Interactive AI

Generative AI (GenAI*) and large language models (LLMs*) work behind the scenes to learn, adapt, apply context, and offer personalized responses to user queries. Interactive AI interprets not only text and images but also human gestures and speech to help machines respond to human behavior. Analyzing hand gestures and voice commands makes the back-and-forth interactions between people and systems more natural and seamless.

Gestures:

Unlike a simple chat with a friend, AI chatbot interactions involve complex, behind-the-scenes processes. It's not just a direct path from your question to the AI's answer.  

AI chatbots can have “hidden hands” (known as prompt interception) that guide their responses and ensure LLMs behave properly and answer appropriately and accurately.

Hidden hands are lines of code and processes that act as filters, check for inappropriate input or output, clarify intent, consult data sources, and select pre-written responses or generate new responses based on your input.  

Most importantly, you can implement safeguards to ensure factual accuracy, improve security, prevent biased responses, and comply with regulations. The hidden hands ultimately contribute to improved accuracy, a more natural user experience, and responsible AI that avoids generating harmful or biased content.

One of the largest hurdles to deploying AI is the infrastructure cost. To help our clients overcome this challenge, we have built our own proprietary solution to manage cost and greatly reduce overhead for running GenAI LLM solutions.
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Not all AI requests are complicated or require the most advance models to provide a good answer. So why route all requests to the most expensive model? PromptRouter automatically analyzes the request complexity and effectively answers questions while saving you money. It also provides a security framework to help make sure the AI is used responsibly within the corporate guidelines. This solution greatly reduces the cost of running GenAI LLMs while also improving efficiency.