Post a LinkedIn writeup of one hallucination and how you fixed it

Document a real case where your model produced an incorrect or fabricated output, what caused it, and the specific evaluation or guardrail change that addressed it. Post it on LinkedIn with the before and after example, written plainly without minimizing the original mistake.

Why it works: Publicly addressing a real failure builds more credibility with technical buyers than only posting success stories, since every model has failure modes.