Expertise area

Private AI & data security

Multi-tenant infrastructure that keeps your knowledge inside your walls — your data stays yours, and is never used to retrain a public model.

3 posts in this area

Does AI Lie? What “Hallucinations” Really Are—and How to Reduce Them

Video

·July 11, 2023

Does AI Lie? What “Hallucinations” Really Are—and How to Reduce Them

“Hallucinations” are usually just the model guessing convincingly when it lacks grounded context. Here’s how to design AI systems that admit uncertainty instead of fabricating answers.

A Practical Path to Custom AI Using Your Internal Business Data

Video

·July 4, 2023

A Practical Path to Custom AI Using Your Internal Business Data

If your teams are still hunting through docs, tickets, and recordings for answers, a private, custom AI can turn that material into consistent responses in seconds—without sending your data to a public model.

Zero-shot learning: how LLMs answer questions about your private data

Video

·June 2, 2023

Zero-shot learning: how LLMs answer questions about your private data

Zero-shot learning is how an LLM can answer questions about information it was never trained on. The trick is retrieving the right internal context quickly, then asking the model to answer using only that material.

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