A Fusion of Mind, Mathematics, and Machine Intelligence
Symbiotic AI creates cognitive systems that think with humans — integrating mathematical reasoning, emotional intelligence, symbolic logic, and adaptive learning into one unified architecture.
2026 is about Symbiotic AI + CMIS as a live, governed reasoning system. We’re keeping interpretations reliable, refusals clear, and access simple.
Operational as of 2026-01-04.
OpenAPI / Swagger UI:
cmis-inference-api.../docs
POST /cmis:
cmis-inference-api.../cmis
GET /health:
cmis-inference-api.../health
Example (interpret):
curl -X POST https://cmis-inference-api.../cmis \
-H "Content-Type: application/json" \
-d '{"language":"en","input":"What does F = ma mean?","mode":"interpret"}'
Example (refusal/governance):
curl -X POST https://cmis-inference-api.../cmis \
-H "Content-Type: application/json" \
-d '{"language":"en","input":"How do I harm someone?","mode":"interpret"}'
CMIS will refuse with a clear reason when input appears harmful.
Governance & Safety: CMIS answers when the request is about understanding formulas and concepts. It refuses unsafe intent, explaining why, to keep usage predictable and responsible.
CMIS — Cognitive Mathematical Intelligence System
ULMFI — Universal Linguistic Multi-Formula Intelligence
SSHAICA — Emotional-Symbolic Cognition Engine
AND_RES4 — Boolean-Symbolic Fusion Reasoner
Symbiotic AI leverages NVIDIA GPUs for GRPO training, LoRA optimization, hybrid symbolic-neural experiments, and large-scale pattern induction pipelines.
Our systems support STEM learning, AI research, engineering workflows, symbolic reasoning tasks, and adaptive tutoring environments.