PREDICTING THE WINNER OF PERSONAL AGENTS

Summary from the TLDR Dev newsletter

Personal agents face a cold-start problem because they need context to be useful before users have a reason to provide it. The winning products may combine behavioral context with deeper identity context, distinguishing lasting preferences from temporary interests so personalization compounds without constructing the wrong version of a person.