A breakdown of concurrent language model execution for non-technical users.
Imagine asking three brilliant advisors the exact same question, and instantly hearing all three of their differing answers generated in real-time, side by side. This is parallel inference. Instead of waiting for one model to finish typing before starting the next, Duplex routes the network flow concurrently.
This allows humans to quickly cross-check "hallucinations" (AI mistakes). If GPT-4, Llama-3, and Claude 3.5 all agree on a fact simultaneously, confidence in the result skyrockets.