A research vision · Prof. Runhe Huang · Hosei University
WARM AI
Rooted in Humanity, Advancing Human Well‑Being
Four human moments
These are more than problems to solve. They are human moments calling for understanding, compassion, and care.
Moment 01 / 04 · Child & student safety
A child left alone in a parked car.
A 60 GHz radar can sense a child left in the cabin, in a moment where every minute counts.
Sensing
Moment 02 / 04 · Elderly support
An older adult falls in the bathroom.
Millimetre-wave radar recognises falls and unusual activity without a camera in the room. In one study it told six bathroom actions apart with 96.1% accuracy.
Sensing
Moment 03 / 04 · Spatial intelligence
A patient urgently needs medicine.
A home robot that understands objects and spaces can find the right medicine and bring it safely.
Sensing
Moment 04 / 04 · Child & student safety
A student suffers bullying in silence.
Speech, activity and emotion signals can support early intervention, with privacy and human oversight at the centre.
Sensing
Not to make machines more human, but to make their intelligence more humane.
WARM AI · Prof. Runhe Huang
Five interconnected dimensions
Human values, built into intelligent systems.
- Care and ComfortHelp that arrives in time and eases the moment.
- Empathy and ConnectionUnderstanding how people feel, and keeping them close to those who care.
- Protection and FairnessSafeguards for those most at risk, without surveillance or bias.
- Dignity and EmpowermentPrivacy and independence by design, so people stay in charge of their lives.
- Safety and ResilienceDependable sensing and response when every second counts.
Why vulnerable-first, and why now
1.3B
people live with significant disability. That is about one in six of us.
Source: WHO, Disability and health fact sheet
Who becomes safer, more independent, more included, or more understood because this AI exists?
Let us build the answer together, across countries and disciplines.
contact@warm-ai.org
Artificial Intelligence Laboratory · Faculty of Computer and Information Sciences · Hosei University