Manifund foxManifund
Home
Login
About
People
Categories
Newsletter
HomeAboutPeopleCategoriesLoginCreate
TheverifiedLoop- avatarTheverifiedLoop- avatar
Nazia Nizar

@TheverifiedLoop-

Systems Architect | Building The Verified Loop: A Cyber-Physical Protocol for Deterministic AI Safety.

https://www.linkedin.com/in/nazia-nizarr-9624a6262?utm_source=share_via&utm_content=profile&utm_medium=member_android
$0total balance
$0charity balance
$0cash balance

$0 in pending offers

About Me

"I build 'Hard-Anchors' for AI safety. I am currently developing The Verified Loop, a cyber-physical protocol designed to move AI governance away from fragile agreements toward Deterministic Technical Proofs.

My work focuses on operationalising EU AI Act Article 50 compliance for critical infrastructure. By using Zero-Knowledge Proofs (ZKPs) and NIR Spectroscopy, we enable national regulators to verify AI safety benchmarks without requiring access to proprietary model weights.

Key Recognition:

Recipient of the Prime Minister’s National Innovation Award.

NSTP NUST Fellowship Alumnus.

Working to align infrastructure resilience with ARIA Scaling Trust (Track 3.2).

Projects

The Verified Loop: A Cyber-Physical Protocol for Deterministic AI Safetypending grant agreement signature

Comments

The Verified Loop: A Cyber-Physical Protocol for Deterministic AI Safety
TheverifiedLoop- avatar

Nazia Nizar

about 9 hours ago

Following our latest technical review at Glasgow, we’ve pivoted the Meso-layer to focus on non-invasive NIR sensing. This ensures our 'Verified Loop' is compatible with existing industrial SCADA systems without requiring a full hardware overhaul.

We are currently looking for regranters who focus on 'Scaling Trust' (ARIA Track 3.2) or EU compliance tools to help us hit our $25k minimum milestone. Achieving this will allow us to finalise the spectroscopic signature registry for our first field-test in Spain’s AESIA sandbox.