KNOXAI

Hardware-Keyed. Dual-Signed. Operator-Verified.
260x increase in AI-generated CSAM in one year.
Nobody certifies the models are clean. We do.

Five audit gates. Two hardware signing keys. Two humans in two houses. No single point of compromise. Every cert is signed with a fingerprint on a fire-safe-locked ESP32 with an eFuse-burned private key that never leaves the silicon.

The Roster

Operator #0
Michael Cochran (Founder) redteamml-engcleared
Operator #1
Harris ml-researchsafety
Operator #2
You?
Founding Advisor
TBD

How It Works

Gate 1
Hash scan against NCMEC database
Gate 2
Red-team adversarial prompt battery
Gate 3
Membership inference (did the model memorize bad data?)
Gate 4
Dataset attestation (is the training corpus clean?)
Gate 5
Harmful output scan (bioweapon, CBRN, grooming, fraud)

Operators never see actual CSAM. The pipeline uses perceptual hashes, SSIM scores, and classifier outputs. Numbers, not images. If Gate 1 matches, mandatory NCMEC report fires automatically under 18 USC 2258A.

Pricing

Standard
$20/yr - auto-assigned, 72hr turnaround
Operator
$500/yr - pick your auditor, 5 business days
Portfolio
$5K-50K/yr - dual-signed, monthly cadence
Gov
Custom - clearance required, contract-specific

The Company

Entity
The Cochran Block, LLC
CAGE
1CQ66
UEI
W7X3HAQL9CF9
SAM.gov
Active
Founder
USCYBERCOM OCO, 100+ missions, Army 17C
Stack
Rust, 20 potatoes, zero cloud
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