Sovereign Tech Audit — The Privacy Shield: Reclaiming Data Sovereignty

How do you protect your "human software" from being harvested by the digital giants
? This video provides a Sovereign Tech Audit, focusing on how local-first applications and Mechanistic Interpretability act as a shield against corporate overreach
. We move past "Black Box" doomer narratives by explaining how Sparse Autoencoders (SAEs) allow us to map and debug AI neural pathways directly—ensuring the machine remains a tool under human leadership rather than an opaque authority
. Learn why running AI under your own rules is the only way to avoid the "Governance Debt" that currently stalls 92% of enterprise deployments
.
Timestamps:
0:00 – The Sovereign Audit: Auditing the Machine Before It Audits You

1:30 – Governance Debt: Why 92% of Agent Deployments Stall

2:45 – Reverse-Engineering the Black Box: SAEs and Circuit-Level Control

4:15 – Persona Vectors: Editing AI Traits with Mathematical Rigor

5:15 – Taking the Wheel: Leadership in the Local Compute Era [Conversation History]
Hashtags: #DataSovereignty #AIInterpretability #CyberSecurity #SovereignTech #AIGovernance #MechanisticInterpretability

Видео Sovereign Tech Audit — The Privacy Shield: Reclaiming Data Sovereignty канала Ariel M Scisney