The intersection of neuroscience, behavioural science and cultural psychiatry
Helping someone navigate a delicate marriage concern, establish extended family boundaries or process deep-seated emotional burnout requires far more than generic chatbot responses. It demands an intentional synthesis of neuroscience, behavioural psychology and culturally adapted clinical care.
We rebuilt and retrained the DilSe AI Core Engine from the ground up. Our conversational models, reflective prompts and simulation engines are directly informed by the published methodologies, peer-reviewed studies and clinical frameworks of world-renowned researchers across five essential disciplines.
Discipline 01
South Asian family systems and intergenerational therapy
Evidence-based couples work adapted for households where a marriage sits inside a wider family system.
Dr. Saunia Ahmad
Clinical Psychologist and Director of The South Asian Couple Therapy Project
Contribution
Adapting evidence-based couples therapy to complex, multi-generational family environments.
DilSe implementation
Powers scenario engines for asserting marital boundaries respectfully without triggering familial alienation.
Anushka Phal
Registered Psychologist and Intergenerational Trauma Specialist
Contribution
Research on ancestral wounding, migration stress and romantic attachment.
DilSe implementation
Helps The Listener identify whether emotional triggers stem from immediate events or intergenerational attachment patterns.
Dr. Gurprit Ganda
Multicultural Mental Health Ambassador
Contribution
Multilingual, Culturally Adapted Cognitive Behavioural Therapy (CaCBT) for severe marital stress.
DilSe implementation
Informs DilSe's language processing layer for natural, culturally accurate English and Urdu guidance.
Dr. Dipti Yadav
Relationship Counsellor and Joint-Family Specialist
Contribution
Clinical work on domestic power structures, in-law cohabitation dynamics and arranged marriage adjustment.
DilSe implementation
Guides conversational trees for cohabitation friction and shared decision-making.
Discipline 02
Cognitive neuroscience, stress regulation and focus sprints
Protocols for steadying the body and protecting attention before a conversation that already feels heavy.
Dr. Andrew Huberman
Professor of Neurobiology, Stanford University School of Medicine
Contribution
Biological protocols for physiological autonomic nervous system regulation and stress recovery.
DilSe implementation
Embedded into pre-conversation grounding exercises to stabilise physical anxiety.
Dr. Sahar Yousef
Cognitive Neuroscientist, UC Berkeley Haas School of Business
Contribution
Focus allocation, cognitive capacity management and burnout prevention.
DilSe implementation
Powers the Mental Load and Household Duties frameworks for bandwidth-based discussions.
Lucas Miller
Cognitive Performance Researcher, UC Berkeley
Contribution
Energy management, cognitive fatigue and structured behavioural change.
DilSe implementation
Provides structure for timed rehearsal sessions to avoid cognitive overwhelm.
Discipline 03
Behavioural psychology and cross-cultural romance
Frameworks that read affection as something more specific than a single relationship status.
Dr. Robert J. Sternberg
Creator of the Triangular Theory of Love
Contribution
Deconstruction of love into intimacy, passion and commitment.
DilSe implementation
Analyses concerns through distinct emotional dimensions rather than a generic relationship status.
Dr. Jeanne Tsai
Director, Stanford Culture and Emotion Lab
Contribution
Affect Valuation Theory, mapping how different cultures value specific emotional states.
DilSe implementation
Honours practical devotion, duty and quiet presence instead of relying on verbal declarations alone.
Dr. David Reid
Cross-Cultural Research Psychologist
Contribution
Multi-decade longitudinal studies on relationship satisfaction metrics across Western and Asian cultures.
DilSe implementation
Informs evaluation matrices for measuring relationship satisfaction within interdependent ecosystems.
Discipline 04
Cultural psychiatry and community infrastructure
Context for the social expectations that sit around a marriage, and language that keeps help approachable.
Dr. Neil Krishan Aggarwal
Cultural Psychiatrist and Mental Health Researcher
Contribution
Research on how social expectations and systemic family roles impact marriage dynamics.
DilSe implementation
Provides context awareness regarding societal pressures experienced locally and in diaspora communities.
Raj Kaur
Founder of SouthAsianTherapists.org
Contribution
Bridging traditional clinical psychology with community needs and demystifying therapy.
DilSe implementation
Informs the DilSe interface tone, keeping psychological concepts approachable and destigmatised.
Discipline 05
Sleep science and digital behavioural dynamics
The everyday conditions, rest and screens, that decide how a difficult conversation actually goes.
Dr. Matthew Walker
Neuroscientist, UC Berkeley and author of Why We Sleep
Contribution
Neurological research on how sleep debt compromises emotional regulation and empathy.
DilSe implementation
Prompts you to assess whether a conflict is being amplified by acute sleep debt or exhaustion.
Cal Newport
Computer Science Professor and author
Contribution
Digital minimalism and mitigating cognitive friction from fragmented messaging.
DilSe implementation
Encourages shifting away from destructive text arguments toward intentional, in-person talks.
Dr. Harriet Westcott
Sociological and Digital-Anthropology Researcher
Contribution
How digital platforms alter traditional courtship and intimacy rituals in urban Asian regions.
DilSe implementation
Interprets modern digital boundary friction, phone privacy concerns and messaging anxiety.
The researchers named above are cited for their published work. Listing their research does not imply that they are affiliated with DilSe, have reviewed DilSe or endorse it.
See how the research becomes guidance
Read how the Listener and Partner modules turn these frameworks into a real conversation you can rehearse.