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← People and their mental models

Tara Seshan's mental models

5 claims Tara Seshan made fit 4 mental models. Most often: Feedback loops, Craft in the details, Leverage. Everything they said here.

Models we see in what they say

Our reading: their claim applies the idea without naming it. The claim is theirs; filing it here is ours.

Feedback loops

Shorten the loop between doing and finding out; whatever a loop rewards is what you become.

Used by 60 others

However much theorizing is done before shipping, nothing compares to the evidence of users trying a product and iterating from there.

  1. Tara Seshan Product lead for ChatGPT Work at OpenAI there's a lot of like theorizing that one can do before you ship something but nothing compares to like the actual empirical evidence of seeing users try it, use it, and then iterating from there. Stop planning for 2027: how OpenAI builds product 90 days at a time | Tara Sesha and Nan Yu (OpenAI) (Lenny & Friends Summit, San Francisco, 10 September 2026)youtube.com · 10 Sept 2026 · 1:27 into the videoAll korrents from this video
    there's a lot of like theorizing that one can do before you ship something but nothing compares to like the actual empirical evidence of seeing users try it, use it, and then iterating from there.

The usual PM craft still applies, but testing things empirically and moving faster matter more than ever.

  1. Tara Seshan Product lead for ChatGPT Work at OpenAI all the usual stuff still applies except the importance of testing things empirically and moving faster has only increased. Stop planning for 2027: how OpenAI builds product 90 days at a time | Tara Sesha and Nan Yu (OpenAI) (Lenny & Friends Summit, San Francisco, 10 September 2026)youtube.com · 10 Sept 2026 · 23:19 into the videoAll korrents from this video
    all the usual stuff still applies except the importance of testing things empirically and moving faster has only increased.

Craft in the details

Care about the parts nobody sees; quality shows in the details.

Used by 20 others

Prosaic work on data access and cloud infrastructure matters, in some ways, as much as intelligence for making agents effective.

  1. Tara Seshan Product lead for ChatGPT Work at OpenAI but a lot of it is also just really tactical like data access like cloud infrastructure and reliability pieces that feel um yeah, they feel much more prosaic than some of the the broader intelligence questions, but matter in some ways just as much for end effectiveness. AI’s third era: the rise of persistent AI coworkers | Tara Seshan (OpenAI’s product lead)youtube.com · 30 Aug 2026 · 0:19:47 into the videoAll korrents from this video
    but a lot of it is also just really tactical like data access like cloud infrastructure and reliability pieces that feel um yeah, they feel much more prosaic than some of the the broader intelligence questions, but matter in some ways just as much for end effectiveness.

Leverage

Tools, code, capital and debt multiply what one person can do, in both directions.

Used by 29 others

With AI tools, ambitions are no longer limited by what a person can execute or communicate themselves.

  1. Tara Seshan Product lead for ChatGPT Work at OpenAI Your ambitions are no longer limited by like what you're capable of executing yourself, what you're capable of communicating. AI’s third era: the rise of persistent AI coworkers | Tara Seshan (OpenAI’s product lead)youtube.com · 30 Aug 2026 · 0:22:36 into the videoAll korrents from this video
    Your ambitions are no longer limited by like what you're capable of executing yourself, what you're capable of communicating.

Make it real

Build a prototype; it settles arguments a description cannot.

Used by 25 others

Something people can try, or results from a test, communicates a direction far better than a document.

  1. Tara Seshan Product lead for ChatGPT Work at OpenAI I have like results where we tried this, we ran an AB, here's like the results. This is why I think we should like go in this direction. That is a way better communication tool than like the the doc itself. AI’s third era: the rise of persistent AI coworkers | Tara Seshan (OpenAI’s product lead)youtube.com · 30 Aug 2026 · 0:56:39 into the videoAll korrents from this video
    I have like results where we tried this, we ran an AB, here's like the results. This is why I think we should like go in this direction. That is a way better communication tool than like the the doc itself.