It is also difficult to explain the concept behind LLMs without either oversimplifying or providing a condensed machine learning seminar. For someone using ChatGPT for the first time, watching lines of coherent, well-written text appear in front of their eyes is nothing short of a magical experience.Įven though ChatGPT was built after years of research and development by OpenAI, the end user only sees its text generation capabilities. The fact that the character is a genie is, of course, part of the charm, but every user playing the game is left stumped at how Akinator guessed their character. Currently, the only algorithms that can use AI to do Akinator’s job are neural networks, but these were not widely used in 2007, certainly not for a browser game.Įven though the service uses a fairly basic algorithm, it punches above its weight class in terms of evoking curiosity about its inner workings. Even as the true algorithm behind the service remains Elokence’s ‘little secret’, it does not seem to be what we call AI today.Īkinator seems to use some form of decision tree algorithms, mixed with Elokence’s secret sauce and tries to guess a character based on its database. While many responses have stated that the genie uses binary trees, some others concluded that it was a fuzzy logic expert system. In this thread from 10 years ago, there is a split consensus on how Akinator’s algorithms seem to work. While the company remains tight-lipped on the nature of the algorithm, a dig through Stack Overflow’s forums spills the beans. According to their website, the genie accesses a database of over 100,000 characters updated daily and combines it with an ‘algorithm that manages the choice of questions’. This leads to the question, at what point does a program cross the threshold from being a simple algorithm to an AI agent? What Makes Akinator Tick?Īkinator was first developed in 2007 by a company called Elokence, which specialises in ‘man-machine dialogue solutions’. Modern AI algorithms often invoke a sense of incredulity and curiosity, much like watching a magician perform without revealing his tricks. Akinator’s guesses resonate with Bing Chat or ChatGPT, or when trying to create an image with Stable Diffusion or Midjourney. It’s just a simple tree search algorithm. And, hey presto, the genie has already read your mind!Īlright, it’s not magic. Think of any character, object, or place, and just answer Akinator’s volley of questions. Akinator has been floating around on the internet in his ephemeral genie form since 2007, and continues to wow people even today.
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