However, unlike the GDPR, CCPA (and many other US data protection laws) are opt-out rather than opt-in. Under the CCPA, California residents can request details about the data collected on them by businesses, opt out of data sales and request data deletion. Like the GDPR, it places the onus on businesses to be transparent about […]
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These systems interact with dynamic environments, external tools, and end users, meaning failures can be subtle, behavioral, and costly. Without them, behavioral failures slip through even when systems look “healthy.” AI monitoring requires evaluating the quality of responses, something that isn’t always straightforward. They can produce wildly different outputs for the same input depending on
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