AI for PMs
Pendo.io
Product-led companies who put AI at the centre of everything they do are to benefit more from AI
AI - Ability of a machine to perform cognitive functions we usually associate with human intelligence
AI is made up of various sub-fields like below:
ML - Focuses on the use of data and algorithms to imitate the way humans learn and gradually improve its accuracy. Product5 recommendations on a retailer's website is one such example
Deep Learning - Can process a wider range of data types and often produces more accurate results than traditional machine learning. Companies building driverless cars use DL to know when the car should stop
NLP - Helps machines process and understand human language so that they can automatically perform repetitive tasks. Language translation, autocorrect are some examples
Gen AI - An AI model that generates content in response to a prompt, a common type of Gen AI is LLMs. Models trained on textual data and used to output new text. ChatGPT is an example of LLM
2 ways PMs can think about AI:
As a tool to help you build your product like bolt.new and improve internal processes
As a capability to build into the product in the form of AI-powered features to provide value to end-users
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