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Three Ps for evaluating personal agents: persistence, personalization, proactiveness

The author proposes persistence, personalization and proactiveness as criteria for judging personal assistants, and says Dots leads on all three in their experience.

Aakash Sabharwal
@aakashsabharwalArchived 24 days agoOriginally posted 2026.10.05
Aakash Sabharwal @aakashsabharwalOriginally posted 2026.10.05
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Three Ps for evaluating personal agents: - Persistence: not giving up when a task gets hard. Working through failures and roadblocks across different web services until the job is done. - Personalization: learning your working style, needs and wants, being helpful without being disruptive, and knowing when to ask you for feedback. - Proactiveness: like a new superstar team member, taking initiative to identify and solve problems, including new helpful suggestions. It’s hard to capture all of this in a 30-second demo, but once you spend enough time with them, it becomes clear. In my experience, Dots is winning on all three.

This post quotes another post: x.com/thsottiaux/status/2106602729875685780

x.com/aakashsabharwal/status/2106820994593857772Archived 2026.10.05 10:31