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cff-version: 1.2.0
message: "If you use this software, please cite it as below."
type: software
title: "SAGE: Situation-Aware Governance Engine - Attention Orchestration for Edge AI"
abstract: "Attention orchestration system for edge devices implementing hierarchical H↔L (Hierarchical-Linear) reasoning patterns. Coordinates specialized intelligences through Iterative Refinement Protocol (IRP), manages resources via trust-weighted attention budgets, and demonstrates cognition continuity through KV-cache persistence. Integrates Web4 society-centric resource pools and validates fractal intelligence patterns proven in ModBatt hardware."
authors:
- family-names: "Palatov"
given-names: "Dennis"
orcid: "https://orcid.org/0009-0006-5510-6445"
affiliation: "Metalinxx Inc."
repository-code: "https://github.com/dp-web4/SAGE"
url: "https://github.com/dp-web4/SAGE"
keywords:
- artificial-intelligence
- machine-learning
- edge-ai
- attention-orchestration
- hierarchical-reasoning
- iterative-refinement
- irp-protocol
- sage
- cognition
- kv-cache-persistence
- gpu-mailbox
- web4
- synchronism
- trust-tensors
- snarc-salience
- jetson-orin-nano
- pytorch
- arc-agi
- knowledge-distillation
- distributed-intelligence
- fractal-architecture
- metabolic-states
- atp-budget
- compression-trust
license: AGPL-3.0-only
license-url: "https://github.com/dp-web4/SAGE/blob/main/LICENSE"
version: "1.0.0"
date-released: "2025-09-01"
references:
- type: software
title: "Web4: Trust-Native Internet Architecture"
repository-code: "https://github.com/dp-web4/web4"
- type: software
title: "Synchronism Framework"
repository-code: "https://github.com/dp-web4/Synchronism"
- type: software
title: "HRM Original (Attribution)"
repository-code: "https://github.com/sapientinc/HRM"
license: Apache-2.0
- type: article
title: "Hierarchical Reasoning Model"
authors:
- name: "Sapient Inc."
url: "https://arxiv.org/abs/2506.21734"
identifiers:
- type: url
value: "https://github.com/dp-web4/SAGE"
description: "GitHub Repository"
- type: url
value: "https://arxiv.org/abs/2506.21734"
description: "Original HRM Paper"