
The Training Data Is a Liability You Cannot See
If you cannot attest what went into a model, you cannot defend what comes out of it. Provenance is...
Jun 15, 20261 min read0 reactions0 comments
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If you cannot attest what went into a model, you cannot defend what comes out of it. Provenance is...
Your biggest AI security threat isn't hackers. It's the employee with commit access to your training pipeline who decided they've had enough.
Large language models are transforming enterprise workflows — but they introduce an entirely new class of vulnerabilities. From prompt injection to training data poisoning, security teams must understand these risks before adversaries exploit them.