Ep 28: LangChain CEO Harrison Chase on the Current State of Eval and Agents and The LLM Apps that Will Define 2024
Unsupervised Learning
Evolution of Chatbots and Longer Running Jobs
The future will witness the rise of more complex chatbots, shifting away from traditional simple ones to state machines with different stages such as customer support or AI therapists. Additionally, longer running jobs are gaining traction, where projects like GPT newsletter or research report generation take longer durations. These jobs require finding the right UX or application that doesn't demand immediate responses, allowing time for multiple AI iterations to refine outputs. The key challenge lies in designing applications that make users comfortable with waiting, indicating that the focus of innovation in AI applications is currently centred around enhancing user experience.
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