Is Your AI Model Personal Data? The EDPB's Anonymity Test and What to Document
When is an AI model anonymous under GDPR? The EDPB's two-part test, the evidence it expects, the draft 2026 anonymization guidelines, and a gap checker.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
When is an AI model anonymous under GDPR? The EDPB's two-part test, the evidence it expects, the draft 2026 anonymization guidelines, and a gap checker.
How an FDA PCCP lets an AI medical device ship model updates without a new 510(k): the statute, the guidance status, the first PCCP device rule and a gate.
CERT-In's Technical Guidelines on SBOM, QBOM and CBOM, AIBOM and HBOM (v2.0, 9 July 2025) ask for 21 data fields per component. How binding they are, where each field goes in CycloneDX, why the sample pkg:supplier identifier isn't a valid Package URL type, the VEX and newer BOM sections, and a stdlib checker.
A simple monthly, quarterly and yearly calendar of evidence tasks, with a named owner for each, so nothing waits for the week before the auditor arrives.
A renewal request should show what changed since the first approval, what the exception cost you in risk, and a firm plan to end it. A template.
Plan SOC 2 or ISO 27001 backwards from the date a customer needs proof: confirm what they accept, then set auditor slots, evidence windows and prep work.
False positive, not applicable, mitigated, accepted: loose words in tickets draw audit questions. Here is what each should mean and what to write instead.
The WordPress.org plugin directory requires explicit opt-in consent before a plugin contacts external servers, with data use documented. What that means.
Public bodies can be asked to release records, including documents vendors send. Learn what to mark, what to ask, and why exemptions are not automatic.
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