AI that learns continuously. No retraining ever.
Torcyte is a cognitive API built on Indiscrete Scalar Ontology — a physics-grounded architecture that learns from every interaction in real time, works across 100+ languages without translation, and provides uncertainty bounds with the rigour of conservation laws.
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A fundamentally different kind of AI
Not a transformer. Not an LLM wrapper. Built on ISO — Indiscrete Scalar Ontology — a patent-pending cognitive architecture rooted in geometric field theory.
Continuous learning
Every API call teaches the engine. Concepts crystallise from interaction, not batch training. Scale (θ) is monotonically non-decreasing — the system never forgets.
Language-independent by design
ISO geometry is pre-linguistic. The same trained engine answers queries in English, Mandarin, Arabic, or Swahili — no translation layer, no fine-tuning per language.
Physics-grade confidence
Combination Potential (Ω) is conserved like energy. Every response ships with uncertainty bounds derived from structural coupling density — not softmax probability.
Cross-modal semantic search
Audio, visual, and text embeddings share the same geometric space. A spoken query can retrieve visual results. No modality-specific indices.
Personalisation that persists
Sensory preferences accumulate across sessions. The engine learns what each user responds to in embedding space — no words needed.
No gradient descent anywhere
Zero backpropagation. Zero weight updates. Pre-allocated tensors only. Deterministic, auditable, and safe in regulated environments.
One API. Everything cognitive.
From semantic search to novelty detection to live personalisation — the full ISO cognitive stack behind a clean REST API. Average latency under 80ms on a single CPU worker.
Welcome Charles!
CTotal Points
33
Rookie · L1
Calls
9
3 this week
Avg Score
22%
needs work
Skills Insights
From zero to production in minutes
Get an API key
Sign up, choose a plan, and your key is ready in 30 seconds. No sales call.
Submit concepts
POST text, embeddings, or structured data to /v1/learn. The engine crystallises concepts immediately.
Query and personalise
Use /v1/search, /v1/novelty, and /v1/personalise to build products that get smarter with every interaction.
Trust the confidence
Every response includes Ω-derived uncertainty bounds. Know how confident the system is before you act.
Ready to build with cognitive AI?
500 free API calls every month. Card required to activate — you’re only charged when you exceed 500 calls. Cancel anytime.