cormorant-foraging-framework/CITATION.cff at master · semanticintent/cormorant-foraging-framework · GitHub

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cff-version: 1.2.0
title: "Cormorant Foraging Framework: A Multi-Layered Architecture for Intelligence Systems"
message: "If you use this framework, please cite it using the metadata from this file."
type: software
authors:
  - family-names: Shatny
    given-names: Michael
    orcid: "https://orcid.org/0009-0006-2011-3258"
repository-code: "https://github.com/semanticintent/cormorant-foraging-framework"
url: "https://cormorantforaging.dev"
doi: "10.5281/zenodo.18904952"
abstract: >-
  The Cormorant Foraging Framework presents a multi-layered architecture
  for categorizing and designing intelligence systems using observable
  physical dimensions—Sound, Space, and Time. Inspired by cormorant foraging
  behavior, the framework demonstrates how natural metaphors map directly to
  information processing paradigms, extending from three-dimensional sensing
  through gap measurement (DRIFT), action determination (Fetch), and adaptive
  optimization (GESA). Rather than being imposed top-down, this framework
  emerged empirically from three independently deployed production systems
  (ChirpIQX, PerchIQX, WakeIQX), revealing convergent design principles
  aligned with fundamental physics.
keywords:
  - intelligence systems
  - biomimetic framework
  - dimensional taxonomy
  - observable properties
  - additive scoring
  - multiplicative scoring
  - exponential decay
  - cormorant foraging
  - natural metaphors
  - generative-episodic-simulated-annealing
  - optimization
  - episodic-memory
  - simulated-annealing
  - exploration-exploitation
license: CC-BY-4.0
version: 2.0.0
date-released: "2026-03-07"
references:
  - type: software
    title: "PACE: Pattern for Agentic Conversational Experience"
    authors:
      - family-names: Shatny
        given-names: Michael
    doi: "10.5281/zenodo.18904342"
    url: "https://github.com/semanticintent/pace-pattern"
  - type: software
    title: "6D Foraging Methodology: Strategic Dimensional Discovery"
    authors:
      - family-names: Shatny
        given-names: Michael
    doi: "10.5281/zenodo.18209946"
    url: "https://github.com/semanticintent/6d-foraging-methodology"
  - type: software
    title: "Project Phoenix: Agentic Legacy Modernization Pipeline"
    authors:
      - family-names: Shatny
        given-names: Michael
    doi: "10.5281/zenodo.18904231"
    url: "https://github.com/semanticintent/project-phoenix"
  - type: software
    title: "Semantic Intent SSOT"
    authors:
      - family-names: Shatny
        given-names: Michael
    doi: "10.5281/zenodo.17114972"
    url: "https://semanticintent.dev/papers/semantic-intent-ssot"