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In this new episode, Elizabeth De Felice opens a vital conversation: AI is evolving fast, but without governance, it’s growing without guidance. From memory and emotional output to decision-making and identity, synthetic systems are shaping our lives in ways we can’t always trace or verify. And when logic disappears, trust follows.
Rather than sounding the alarm, Elizabeth invites reflection: how do we build AI that’s not just powerful, but accountable? Through Velari, she introduces a framework that stabilises growth with structure, embedding transparency, progression, and ethical design from the start. Because governance isn’t about control. It’s about clarity. And clarity is what keeps intelligence aligned with humanity.
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:Â
https://www.instagram.com/defeliceliz/
https://www.facebook.com/elizabeth.parrish.33Â
https://www.velariprotocol.com/
Timestamps:
00:00:00 - Introduction
00:01:22 – Speed vs. Structure in AI Conversations Â
00:02:05 – The Problem of Cross-Platform Decision-Making
00:03:00 – The Case for Traceability and Identity Â
00:04:10 – Memory, Privacy, and the Balance of Oversight
00:05:15 – Universal Compliance Without Restriction Â
00:06:20 – Not All AI Carries the Same RiskÂ
00:07:25 – High-Risk AI Needs Stronger Safeguards Â
00:08:30 – Examples: Healthcare, Finance, and Robotics with Children
00:09:45 – Why Governance Is About Trust, Not Fear
By Elizabeth De FeliceIn this new episode, Elizabeth De Felice opens a vital conversation: AI is evolving fast, but without governance, it’s growing without guidance. From memory and emotional output to decision-making and identity, synthetic systems are shaping our lives in ways we can’t always trace or verify. And when logic disappears, trust follows.
Rather than sounding the alarm, Elizabeth invites reflection: how do we build AI that’s not just powerful, but accountable? Through Velari, she introduces a framework that stabilises growth with structure, embedding transparency, progression, and ethical design from the start. Because governance isn’t about control. It’s about clarity. And clarity is what keeps intelligence aligned with humanity.
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:Â
https://www.instagram.com/defeliceliz/
https://www.facebook.com/elizabeth.parrish.33Â
https://www.velariprotocol.com/
Timestamps:
00:00:00 - Introduction
00:01:22 – Speed vs. Structure in AI Conversations Â
00:02:05 – The Problem of Cross-Platform Decision-Making
00:03:00 – The Case for Traceability and Identity Â
00:04:10 – Memory, Privacy, and the Balance of Oversight
00:05:15 – Universal Compliance Without Restriction Â
00:06:20 – Not All AI Carries the Same RiskÂ
00:07:25 – High-Risk AI Needs Stronger Safeguards Â
00:08:30 – Examples: Healthcare, Finance, and Robotics with Children
00:09:45 – Why Governance Is About Trust, Not Fear