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AI native orgs in 2036 do this...

AI · 13 min

20232025nowROLES DISSOLVE →

how AI changes PM, eng, design

AI · 17 min

you

The future of work, and the future of us

AI · 8 min

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AI native orgs in 2036 do this...

In 2002 a memo forced Amazon to become legible to itself. The same memo is being written again — this time for LLM gateways.

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how AI changes PM, eng, design

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self improving agents

Four teams shipped the same agent architecture. Nobody coordinated. And agents that can self-improve are the next frontier.

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$500M monthly Claude bill!?

your AI budget playbook: compounding or burning?

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people are sleeping on the design layer

3 files. 15 minutes. Your AI stops guessing your design system.

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Robert Ta

Robert Ta · CEO & Co-Founder of Clarity by Epistemic Me Inc. — AI personalization infrastructure that models user beliefs, not just clicks. Previously Chief Product Architect at Dayforce ($1.8B) with patented analytics work at Workday through $2B→$4B+. Bootstrapped to $800k+ booked revenue in year one with AI native services reinvesting margin into Clarity, our central venture scale investment thesis.

Rock climber · ultrarunner · dog dad.