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About Automatos AI

Automatos AI is an orchestration platform that blends symbolic mechanisms, neural fields, and quantum semantics into a practical system for building reliable copilots and automations.

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Why Automatos

  • Mathematical assembly — C = A(c₁..c₆) allocates prompt space across slots (INSTRUCTION, MEMORY, RETRIEVAL, CODE, TOOLS, CONSTRAINTS) with weights and budgets.

  • Research‑validated ideas — concepts inspired by IBM Zurich, Princeton ICML (symbolic heads), Indiana University (observer‑dependent semantics), Singapore‑MIT (reasoning‑driven memory consolidation).

  • Production features — multi‑agent workflows, code graph retrieval, playbook mining, A/B testing, analytics, and tenant‑aware settings.

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Typical Flow

  1. Create agents with a default context policy and tools.

  2. Index knowledge (docs + repos) for retrieval and the code graph.

  3. Build workflows chaining agents and tools.

  4. Run & monitor, mine playbooks, tune policies with Assembly Preview.

  5. Measure in Analytics + compare via A/B.

  6. Govern via Settings (tenants, providers, flags, CORS, audit).

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Architecture (high level)

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