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FairHire-ES: When Spanish résumé scores flip with the name — and what a 0–100 scale fix changed

Kaggle Benchmarking Challenge Submission This is a submission for the Kaggle Benchmarking Challenge . Data note: Every résumé, name, and profile here is synthetic . No real candidates.

  • FairHire-ES model shows name-based score variations in Spanish résumés
  • v2 version with explicit 0–100 scale reduces ambiguous fitscore outputs
  • Scale fix improves fairness rankings, reduces raw MAE for multiple models

Can AI Agents Actually Use Your Website? I Built a Tool to Find Out

AI agents are getting better at using websites, but there is still a basic question that is surprisingly difficult to answer: Can an AI agent actually use your website?

  • Agentic Web Check tests websites in real browser environment
  • Four outcomes: PASS, FAIL, BLOCKED, INCONCLUSIVE
  • BLOCKED status due to consent banner lacking close control

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