Why Fluent AI Is Still Dangerous
Fluent, confident AI can still be wrong, unsafe, and misleading. Here’s why hallucinations are hard to catch and why human evaluation still matters.
What Is RLHF — And Why Most Teams Do It Wrong
RLHF is a human judgment problem, not a labeling problem. The common failure modes and what “good RLHF” looks like in practice.
Coming soon: Gold Datasets & Calibration
A practical guide to gold tasks, agreement thresholds, drift detection, and how to build evaluator consistency.
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If you’re shipping a copilot or assistant and need reliable human evaluation (RLHF, safety, hallucinations), we can run a fast pilot and deliver structured results.
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