ENCORE Journal

Long-form thinking
on the creator loop.

Operator essays, original research, and unfiltered takes on the creator economy, AI video, and what it actually takes to ship more without burning out.

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The Twin
June 5, 2026 ยท Rob Runyon

Voice and likeness fidelity over 12 weeks of training

Real fidelity data from 12 weeks of twin training. Voice match, likeness, micro-expressions. What gets better and how fast.

Read the report โ†’

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