HNDL risk scan

microsoft/Phi-4

Scanned 2026-05-11 19:52:31 UTC · viewed 10 times · fresh scan

80
of 100
CRITICAL HNDL RISK

Shelf life: ~15 years

Immediate PQC migration required. Sign with ML-DSA-87 and publish to a transparency log. Data harvested now will be decryptable once CRQC exists.

Size
27.3 GB
Files
21
Downloads
764K
Type
text-generation

Risk factor breakdown

Total: 80/100
Baseline
All AI artifacts have baseline HNDL exposure
+40
Size
27.3GB — large model with significant training cost
+20
Adversary interest
764K downloads — popular model
+10
Artifact type
text-generation — high value in commercial markets
+10

Embed the badge in your README

Show the world you audited your artifact for quantum risk. Readers click through to this page.

HNDL: CRITICAL Live preview of your badge 
![HNDL: CRITICAL](https://quantamrkt.com/badge/hndl/microsoft/Phi-4.svg)
<a href="https://quantamrkt.com/scan/hf/microsoft/Phi-4"><img src="https://quantamrkt.com/badge/hndl/microsoft/Phi-4.svg" alt="HNDL: CRITICAL" /></a>
View on
HuggingFace →
Scan another
New HNDL scan →
Register this
Get PQC-verified →
Scan uses deterministic heuristics over HuggingFace metadata · How HNDL is calculated