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Handle Long Pause Between Bot Responses Using Dialogflow

Why does audio need to be included in interactions between users and bots? In a conversational AI-enabled voice bot, in case of obtaining data from a database or requesting information from LLM models like ChatGPT, Claude, Gemini, or LLaMA, there’s inevitably a delay while waiting for updates or responses, often leading to an awkward pause in …

Scientists find ChatGPT is inaccurate when answering computer programming questions

A team of computer scientists at Purdue University has found that the popular LLM, ChatGPT, is wildly inaccurate when responding to computer programming questions. In their paper published as part of the Proceedings of the CHI Conference on Human Factors in Computing Systems, the group describes how they pulled questions from the StackOverflow website and …

Tips for Handling Imbalanced Data in Machine Learning

Introduction Imperfect data is the norm rather than the exception in machine learning. Comparably common is the binary class imbalance when the classes in a trained data remains majority/minority class, or is moderately skewed. Imbalanced data can undermine a machine learning model by producing model selection biases. Therefore in the interest of model performance and …