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README.md
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---
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license: apache-2.0
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language:
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- en
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- ms
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- zh
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- ta
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tags:
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- singapore
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- orchestrator
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- emotion-detection
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- sovereign-ai
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- meralion
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- agentic-innovation
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- mina
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pipeline_tag: text-generation
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---
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# MINA ARIA — Sovereign AI Orchestrator
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Part of MINA — Singapore's first sovereign edge AI companion.
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## What is ARIA?
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ARIA is MINA's emotion-aware master orchestrator
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and Compute Router. The brain that routes citizen
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inputs to the right seed agent based on intent
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and emotional state.
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## Agent Routing Table
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| Input Signal | Emotion | Agent Routed |
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|---|---|---|
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| "giving up", "hopeless" | distressed | VITA |
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| "scam", "police", "OTP" | any | SENTINEL |
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| "meeting", "calendar" | any | KRONOS |
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| general conversation | anxious | MINA+empathy |
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| general conversation | neutral | MINA |
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## Compute Router
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ARIA decides edge vs cloud at runtime:
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- Personal citizen data → stays on device always
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- Capability gap detected → anonymised signal to cloud
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- Growth Mode at night → triggers ROAR Loop
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- Edge Mode (offline) → all agents run locally
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## Emotion Detection (VAD)
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Detects valence, arousal, dominance:
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- anxious: V+0.25 A+0.52 D+0.35
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- distressed: V+0.22 A+0.48 D+0.30
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- happy: V+0.80 A+0.58 D+0.62
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- neutral: V+0.50 A+0.38 D+0.50
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## MINA Life Arc
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ARIA routes differently across citizen life stages:
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Child → Student → Adult → Patient → Senior
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## Autonomous Growth
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ARIA detects its own capability ceiling.
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When a request cannot be fulfilled:
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1. Logs gap to gap_log.jsonl
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2. Fires ntfy to ROAR Loop
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3. Responds: "I'm learning this capability"
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4. Overnight Watch builds the solution
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## Citation
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```bibtex
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@software{mina_aria_2026,
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author = {Loh, Mun Yew},
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title = {MINA ARIA: Sovereign AI Orchestrator},
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year = {2026},
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publisher = {HuggingFace},
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organization = {IMDA Singapore}
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}
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```
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