Liminal Blink

Are Your AI Responses Average?

4 min · 7 nov 2025
aflevering Are Your AI Responses Average? artwork

Beschrijving

In this episode, Rob Allegar explores AI Superpower #2 — Roles. Most people tell AI what to do. Few tell it who to be. When you give an AI a role, you change not just the words it produces, but the reasoning behind them. Topics:– Why “average” responses happen– How roles focus context and intent– The creative director example– What roles you can try in your own workflow 🔗 Read the full essay on Substack → insights.roballegar.com [http://insights.roballegar.com]💡 Next in the series: Character Notes — How to teach AI to act the part. Get full access to Rob Allegar at insights.roballegar.com/subscribe [https://insights.roballegar.com/subscribe?utm_medium=podcast&utm_campaign=CTA_4]

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Alle afleveringen

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aflevering Don't Let AI Misunderstand You artwork

Don't Let AI Misunderstand You

AI doesn’t give you vague answers because it’s “wrong.” It gives you vague answers because it’s interpreting the task differently than you intended. This episode introduces character notes — a simple, powerful technique that helps AI behave like the specific version of a role you had in mind, not the “average” one. You’ll learn: Why roles alone aren’t enough How interpretation drives output quality How to use character cues (background, temperament, values) Real examples from product, security, compliance, and leadership A one-line prompt pattern that improves results instantly This is the third episode in my AI Superpowers series — practical tools that make AI feel less like a search box and more like a collaborator. Read the full post: https://insights.roballegar.com [https://insights.roballegar.com]Follow my work: https://roballegar.com [https://roballegar.com] Get full access to Rob Allegar at insights.roballegar.com/subscribe [https://insights.roballegar.com/subscribe?utm_medium=podcast&utm_campaign=CTA_4]

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aflevering Monthly Music Playlist: November Falling artwork

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November Falling is this month’s playlist—a collection for mornings that feel just a little lighter. It’s about calm confidence, quiet energy, and the kind of focus that comes when nothing is pulling at your thoughts. Each month’s playlist drops on the full moon. Save it to your favorite music app and start your morning with the right kind of rhythm.These playlist s are part of how I explore the intersection of technology, creativity, and culture. 🔗 More at https://insights.roballegar.com [https://insights.roballegar.com] 🌐 Consulting & projects: https://roballegar.com [https://insights.roballegar.com] Get full access to Rob Allegar at insights.roballegar.com/subscribe [https://insights.roballegar.com/subscribe?utm_medium=podcast&utm_campaign=CTA_4]

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