AI founders debate compounding consumer AI value

The author argues that building a business whose value compounds in consumer AI requires asking three crucial questions about whether the product provides a new superpower, creates compounding network effects, and becomes stronger as underlying models improve. While better models make products easier to build and more capable, they can also commoditize features unless the business is anchored by unique network effects, individual learning loops, or trusted relationships. The most defensible companies will combine user superpowers, active participation networks, and advantages that scale with technological progress. Open article →