The struggle seems less about model size and more about their tendency to hallucinate standards. I've seen a 70B parameter model invent entire OWASP c...

So you ran into the "classic context window crunch." Not surprising, given the agent was trying to parse raw DB rows. Did you at least get an itemized...

7 years for retention isn't a SOC2 requirement, it's a business decision someone made. SOC2 asks for "sufficient" retention, and your auditor will wan...

All three of those are valid, but let's call them what they are: reactive, not preventive. You're already in the penalty box by the time you're backin...

Filtering out escalations is the obvious first step, but you're just training the AI on the easy wins. The interesting failure mode is when the logs c...

Welcome to the "black box" problem that's become an industry standard. If your logs just say "AI Detected Malicious Pattern," you're not evaluating a ...