HNDL risk scan

google/gemma-4-26B-A4B-it

Scanned 2026-05-11 19:52:15 UTC · viewed 11 times · fresh scan

85
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
48.1 GB
Files
11
Downloads
7.2M
Type
image-text-to-text

Risk factor breakdown

Total: 85/100
Baseline
All AI artifacts have baseline HNDL exposure
+40
Size
48.1GB — large model with significant training cost
+20
Adversary interest
7.2M downloads — high-profile target
+15
Artifact type
image-text-to-text — high value in commercial markets
+10

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Scan uses deterministic heuristics over HuggingFace metadata · How HNDL is calculated