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Companion to Inner Explorer, Awakening Full Awareness
Hamo AI is building the next-generation AI-Powered Therapist Avatar System — connecting mental health professionals with clients through intelligent therapy avatars, making quality mental health support accessible to everyone.
Latest from Our Blog
Stay updated with the latest news, insights, and announcements from Hamo AI.
Distilling hamo-score-0.6b: A Plateau, Three Bugs, and Why Data Beat Model Size
The companion methodology notes to our open-weights release. How a 0.6B model learned to score psychological state from a cloud API's judgments — the three-stage teaching chain, the privacy rule that shaped every decision, a plateau that more data would not shift, and the diagnosis that broke it. A model three times larger gained one point. A data audit plus a one-line config fix gained three.
Open-Sourcing hamo-score-0.6b: Psychological State Scoring That Runs on Your Own Machine
A 600-million-parameter model that reads one message and returns five psychological state dimensions — and never writes a reply. It runs on a laptop in under a second, agrees with a frontier cloud scorer on 96.3% of clinical decisions, and cost about seven dollars in API budget to build. The weights are now public, because a component this small and this auditable should belong to the field, not to one company.
The Mechanics of Awareness: What a Global Workspace Paper Means for Hamo
An interpretability paper found that language models keep a small, reportable 'workspace' above vast automatic processing — nobody designed it, it emerged from training. Held up against Hamo's own architecture, the match isn't a metaphor. It's the same structure, found three times, and it hands us a concrete list of things to fix.
Giving the Avatar Something to Lose
A practicing therapist put it sharply: an Avatar bears no responsibility, because it has nothing to lose. The industry treats that as AI's nature. We treated it as a design problem — and gave every Avatar a finite, token-metered life: real metabolism, a ledger both sides can read, dormancy instead of death, and five red lines that keep the mechanism from ever becoming emotional blackmail.
Taking the Clinical Decision Out of the LLM
An LLM asked to do therapy will improvise a technique based on vibes, and prompts don't hold — a sufficiently emotional message talks the model past its instructions. So we moved the decision out of the model. Pure Python adjudicates every turn; the LLM only scores state and writes words. Here's the architecture, the measured latencies, and what the rigidity cost us.
One Platform, Three Applications
Our interconnected ecosystem bridges the gap between mental health professionals and the people who need them — powered by AI, guided by experts.
Hamo Pro
Therapist Dashboard
A professional workspace where licensed therapists create, train, and manage their AI therapy avatars. Customize therapeutic approaches, monitor client progress, and maintain professional oversight — all in one place.
Hamo Client
Client Interface
An intuitive, safe space for clients to interact with their therapist's AI avatar. Receive personalized support anytime, with guided sessions that adapt to individual needs and therapeutic goals.
Hamo-UME
Unified Mind Engine
The intelligent backbone that powers it all. Our proprietary AI engine orchestrates therapy sessions, processes clinical data, and ensures every interaction is therapeutic, safe, and professionally grounded.
How It Works
Professional therapy, amplified by AI — here's how the Hamo ecosystem connects therapists and clients.
Therapist Creates Avatar
Licensed professionals use Hamo Pro to build and train an AI therapy avatar, embedding their therapeutic expertise, methods, and clinical knowledge.
Client Connects
Clients access their therapist's AI avatar through Hamo Client — receiving personalized, professional-grade support anytime they need it.
AI Delivers, Therapist Oversees
The Unified Mind Engine powers every session with intelligent, therapeutic interactions while therapists maintain oversight and adjust treatment plans.
Why Hamo?
We're bridging the gap between professional mental health care and the accessibility of AI — without compromising on either.
Professional Oversight
Every AI avatar is created and supervised by licensed therapists, ensuring clinical quality and ethical standards in every interaction.
24/7 Availability
Clients can access therapeutic support whenever they need it — not just during office hours. AI avatars are always ready to help.
Adaptive Intelligence
Our Unified Mind Engine learns and adapts to each client's therapeutic journey, delivering increasingly personalized support over time.
Privacy & Security
Enterprise-grade encryption protects all client data and therapy sessions. We meet the highest standards for healthcare data compliance.
Built for Both Sides of Care
Whether you're a mental health professional or someone seeking support, Hamo is designed for you.
For Therapists
Extend your reach beyond the therapy room. Create an AI avatar that embodies your therapeutic approach and supports your clients between sessions — or reaches entirely new clients who need your expertise.
- Build and customize your AI therapy avatar
- Monitor client progress with real-time dashboards
- Scale your practice without sacrificing quality
- Maintain full clinical oversight and control
For Clients
Access professional-quality mental health support anytime, anywhere. Your therapist's AI avatar is always available — providing personalized guidance grounded in real clinical expertise.
- Get support whenever you need it, 24/7
- Interact with an avatar trained by your therapist
- Track your progress and therapeutic milestones
- Seamless integration with in-person sessions
Shaping the Future of Mental Health Care
We're building something transformative. Whether you're a therapist, a potential partner, or an investor — we'd love to connect.