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Categories

Intent Classification with Geometrically-Friendly Embeddings

At PolyAI, our conversational agents are powered, in part, by machine learning models that detect the intent behind what a user says. For example, in a banking environment, if a customer says “When did you send me my new card?”, the models will detect that you’re enquiring about card arrivals and the agent will route […]

The State of AI 2020: Creating a Model That Performs Better than Google, at a Fraction of the Cost

The latest State of AI report from Nathan Benaich and Ian Hogarth has just been released and we’re thrilled that PolyAI has featured – twice! The report highlights the vast costs of training a model. “Based on variables released by Google et al., you’re paying circa $1 per 1,000 parameters. This means OpenAI’s 175B parameter […]

Our Voice Assistant Spoke to Google Duplex. Here’s What Happened…

This summer, Google has been deploying its AI voice assistant called Duplex to call bars and restaurants in order to update their opening hours on Google Maps listings. Here’s a call their system had with our virtual assistant for restaurants.  As far as we’re aware, this is the first naturally-occurring conversation between AI voice […]

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