I’m building a "Pessimistic" AI Job Evaluator to detect domain mismatches and stealth-startup risk (v0.1.8)
r/artificial
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Machine Learning
AI Safety
MLOps
Most "AI Job Matchers" have a major hallucination problem: they are way too optimistic. They see two matching keywords and give you a 95% score, ignoring the fact that a Web De probably shouldn't be applying for a Senior Embedded Engineer role. I’m building Job Bro to act like a cynical hiring manager. I just pushed v0.1.8, focusing on Domain-Aware Scoring and Risk Detection. ### What’s new in the logic: The "Domain Mismatch" Cap: The evaluator now identifies the job's primary technical domain (Fintech infra, ML platform, Hardware, etc.) and compares it against nstrated experience.