Security

Why the most popular AI safety test secures the front door while leaving the back door wide open. Output safety and data confidentiality are technically two completely different mechanisms — and conflating them is exactly what’s behind the confusion on the work floor. Here’s how models actually handle your data, and what to arrange instead of the theatre.

npm yanks malicious versions within 24-48 hours; PyPI quarantines new uploads within hours. A seven-day cooldown — five config lines — turns that window into your defence.