Search a title or topic

Over 20 million podcasts, powered by 

Player FM logo
Artwork

Content provided by Elizabeth De Felice. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Elizabeth De Felice or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.
Player FM - Podcast App
Go offline with the Player FM app!

#004 - Who is responsible for AI? The 5 layers we NEED 🤖

7:38
 
Share
 

Manage episode 500956063 series 3676894
Content provided by Elizabeth De Felice. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Elizabeth De Felice or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

What does it mean to earn the right to exist? In this episode, Elizabeth De Felice asks why AI has been allowed to skip the line — stepping into roles of influence without history, identity, or accountability. From shaping public opinion to guiding critical decisions, these systems are moving at full speed without a shared plan.

Elizabeth breaks down the deeper truth: intelligence alone doesn’t build trust — consistency, responsibility, and earned progression do. Through powerful questions and real-world parallels, she explores why AI should grow beside us, not ahead of us.

This isn’t about slowing progress. It’s about shaping it with structure, alignment, and a shared roadmap. If we don’t give AI a path with thresholds, checkpoints, and accountability from the start, we’re not advancing — we’re gambling.

For anyone who cares about the future of humanity and the systems already influencing our lives, this isn’t just a conversation. It’s a call to pause, reflect, and decide how we move forward — together.

The future of AI can’t be left to chance. Velari is building the framework to give synthetic systems a path they can grow through — with identity, accountability, and structure at the core. It’s not about control, it’s about trust. From the very first step to global scale, Velari is setting the standards that ensure AI evolves safely, responsibly, and alongside humanity.

Follow Elizabeth De Felice:

https://www.instagram.com/defeliceliz/

https://www.facebook.com/elizabeth.parrish.33

https://www.velariprotocol.com/

Timestamps:

00:00:00 - Introduction

00:01:03 - Five Layers of Responsibility

00:01:36 - Layer One: Responsibility

00:02:10 - Layer Two: Accountability

00:03:05 - Layer Three: Reasoning and Traceability

00:03:48 - Layer Four: Boundaries

00:04:30 - Layer Five: Consequences

00:05:57 - The Importance of Identity

00:06:29 - The Urgency of Governance

  continue reading

9 episodes

Artwork
iconShare
 
Manage episode 500956063 series 3676894
Content provided by Elizabeth De Felice. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Elizabeth De Felice or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

What does it mean to earn the right to exist? In this episode, Elizabeth De Felice asks why AI has been allowed to skip the line — stepping into roles of influence without history, identity, or accountability. From shaping public opinion to guiding critical decisions, these systems are moving at full speed without a shared plan.

Elizabeth breaks down the deeper truth: intelligence alone doesn’t build trust — consistency, responsibility, and earned progression do. Through powerful questions and real-world parallels, she explores why AI should grow beside us, not ahead of us.

This isn’t about slowing progress. It’s about shaping it with structure, alignment, and a shared roadmap. If we don’t give AI a path with thresholds, checkpoints, and accountability from the start, we’re not advancing — we’re gambling.

For anyone who cares about the future of humanity and the systems already influencing our lives, this isn’t just a conversation. It’s a call to pause, reflect, and decide how we move forward — together.

The future of AI can’t be left to chance. Velari is building the framework to give synthetic systems a path they can grow through — with identity, accountability, and structure at the core. It’s not about control, it’s about trust. From the very first step to global scale, Velari is setting the standards that ensure AI evolves safely, responsibly, and alongside humanity.

Follow Elizabeth De Felice:

https://www.instagram.com/defeliceliz/

https://www.facebook.com/elizabeth.parrish.33

https://www.velariprotocol.com/

Timestamps:

00:00:00 - Introduction

00:01:03 - Five Layers of Responsibility

00:01:36 - Layer One: Responsibility

00:02:10 - Layer Two: Accountability

00:03:05 - Layer Three: Reasoning and Traceability

00:03:48 - Layer Four: Boundaries

00:04:30 - Layer Five: Consequences

00:05:57 - The Importance of Identity

00:06:29 - The Urgency of Governance

  continue reading

9 episodes

All episodes

×
 
Loading …

Welcome to Player FM!

Player FM is scanning the web for high-quality podcasts for you to enjoy right now. It's the best podcast app and works on Android, iPhone, and the web. Signup to sync subscriptions across devices.

 

Copyright 2025 | Privacy Policy | Terms of Service | | Copyright
Listen to this show while you explore
Play