Questions worth exploring
Gentle Technologies explores how technology can become more ethical, collaborative and attentive to living systems. Our research begins with observation and develops through dialogue, conceptual work and practical experimentation.
Case study · WebMCP · September 2026
WhoFollows: scoped agent access
A read-only interface to deterministic comparison results. What our synthetic demo demonstrates, where the evidence stops, and the next experiment.
Read the case study →CURRENT STAGE
Independent research in development
These directions are currently being developed through conceptual notes, ethical analysis, observation, dialogue and early prototypes. They are not presented as completed scientific findings. We distinguish clearly between questions, hypotheses, practical experiments and evidence.
As the work grows, we hope to develop these ideas together with researchers and practitioners from bioethics, human–computer interaction, artificial intelligence, biomedical science and related fields.
RESEARCH DIRECTIONS
Three connected fields of inquiry
HUMAN–AI COLLABORATION
Outelligence
● CONCEPTUAL RESEARCH
Outelligence describes intelligence that emerges through interaction. It is not located entirely inside a human or an artificial system; it forms through questions, responses, disagreement, reflection and mutual refinement.
Core question
How can collaboration between people and AI produce new understanding while preserving human autonomy, responsibility and the right to disagree?
BIOMEDICAL RESEARCH
Living Model
● LONG-TERM RESEARCH VISION
Living Model is a long-term vision for computational organisms that develop over time and model biological processes across multiple levels. Such models could be continuously improved using ethically obtained experimental and clinical knowledge.
Core question
Can knowledge gained from existing research gradually create better digital models and reduce the need for future animal experimentation?
This is an early research vision, not a validated replacement for biological or clinical research.
HUMAN–SYSTEM INTERACTION
Gentle Interaction
● OBSERVATION & DESIGN RESEARCH
Gentle Interaction examines what happens when people encounter systems in unusual, stressful or ambiguous situations. A technically correct response may still create confusion, pressure or unnecessary embarrassment.
Core question
How can interfaces respond clearly to unusual human behaviour without punishment, manipulation or avoidable emotional pressure?
APPROACH
How the work develops
01 — Observe
Notice how people, interfaces and institutions behave in real situations, especially where ordinary systems create unnecessary friction.
02 — Question
Examine the assumptions behind the system: whose needs are prioritized, what choices remain available and where responsibility is placed.
03 — Prototype
Turn ethical questions into interfaces, products and models that can be examined more concretely.
04 — Test and revise
Seek criticism, compare intentions with actual effects and revise the idea when evidence or experience challenges it.
Research grows through conversation
If you work in a related field, see a weakness in one of these ideas or would like to explore a question together, we would be glad to hear from you.