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Applied AI·August 23, 2026·1 min read

Uber faces fine of nearly $1B over automated driver suspensions

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Automated workforce decisions are now a billion‑dollar regulatory risk surface, not just an HR optimization. If you’re using algorithmic systems for hiring, firing, or suspensions in the EU, treat explainability, human review, and audit trails as mandatory controls, not nice‑to‑haves.

Applied AI

Employers are quietly rehiring the people AI replaced, and paying them less to come back

If 55% of employers regret AI-driven layoffs and half of those cuts get reversed at lower wages or offshore, AI becomes a trust and labor-relations liability, not just a cost lever. Operators should treat large-scale “AI substitution” plans as experiments with explicit rollback criteria — and assume regulators, especially in Europe, will demand consultation and documentation before the next round.

Applied AI

When AI dating goes wrong: as EVA AI hires the world's first ‘AI Companionship Therapist’, its resident relationship expert talks chatbot dependency — and the 28-year-old CEO of a human-only meet-up app tells me why he thinks AI infatuation is over

AI companionship spinning off its own therapist role is a tell that this is now a durable behavior pattern, not a fringe kink. If your product touches relationships, mental health, or loneliness, assume regulators and clinicians will start asking whether you’re mitigating dependency, not just driving engagement.