Dr. Lena Müller is TechReviewDaily's AI & Future Mobile Tech Analyst. With a background in efficient on-device inference, she explains what NPUs, Gemini Nano-class models, and local summarization actually change for battery life, latency, and data leaving your phone.
She stress-tests vendor claims about 'private AI' by tracing which features still need cloud round-trips, what gets logged, and how toggle defaults behave after OS updates. Her explainers pair glossary clarity with buyer impact: when on-device transcription is good enough, and when photographers should still export to desktop tools.
Lena's work helps readers see through benchmark slides that show impossible multipliers. She tracks regulatory movement around training data and gives plain-language summaries of what EU and US policy shifts might mean for the next flagship cycle — always separating confirmed policy from speculation.
Lena volunteers at a local privacy workshop and hikes the Alps twice a year to unplug from notification noise.
Focus areas
- On-device AI
- NPUs
- Neural engines
- Privacy trade-offs
- Model deployment
- AI privacy
Editorial buckets on TechReviewDaily: gadget news, smartphones, general.