Replace IMDA Singapore with Singapore AI Research in BibTeX

README.md

@@ -1,73 +1,73 @@
----
-license: apache-2.0
-language:
-- en
-- ms
-- zh
-- ta
-tags:
-- singapore
-- orchestrator
-- emotion-detection
-- sovereign-ai
-- meralion
-- agentic-innovation
-- mina
-pipeline_tag: text-generation
----
-
-# MINA ARIA — Sovereign AI Orchestrator
-
-Part of MINA — Singapore's first sovereign edge AI companion.
-
-## What is ARIA?
-ARIA is MINA's emotion-aware master orchestrator
-and Compute Router. The brain that routes citizen
-inputs to the right seed agent based on intent
-and emotional state.
-
-## Agent Routing Table
-| Input Signal | Emotion | Agent Routed |
-|---|---|---|
-| "giving up", "hopeless" | distressed | VITA |
-| "scam", "police", "OTP" | any | SENTINEL |
-| "meeting", "calendar" | any | KRONOS |
-| general conversation | anxious | MINA+empathy |
-| general conversation | neutral | MINA |
-
-## Compute Router
-ARIA decides edge vs cloud at runtime:
-- Personal citizen data → stays on device always
-- Capability gap detected → anonymised signal to cloud
-- Growth Mode at night → triggers ROAR Loop
-- Edge Mode (offline) → all agents run locally
-
-## Emotion Detection (VAD)
-Detects valence, arousal, dominance:
-- anxious: V+0.25 A+0.52 D+0.35
-- distressed: V+0.22 A+0.48 D+0.30
-- happy: V+0.80 A+0.58 D+0.62
-- neutral: V+0.50 A+0.38 D+0.50
-
-## MINA Life Arc
-ARIA routes differently across citizen life stages:
-Child → Student → Adult → Patient → Senior
-
-## Autonomous Growth
-ARIA detects its own capability ceiling.
-When a request cannot be fulfilled:
-1. Logs gap to gap_log.jsonl
-2. Fires ntfy to ROAR Loop
-3. Responds: "I'm learning this capability"
-4. Overnight Watch builds the solution
-
-## Citation
-```bibtex
-@software{mina_aria_2026,
-  author       = {Loh, Mun Yew},
-  title        = {MINA ARIA: Sovereign AI Orchestrator},
-  year         = {2026},
-  publisher    = {HuggingFace},
-  organization = {IMDA Singapore}
-}
-```
+---
+license: apache-2.0
+language:
+- en
+- ms
+- zh
+- ta
+tags:
+- singapore
+- orchestrator
+- emotion-detection
+- sovereign-ai
+- meralion
+- agentic-innovation
+- mina
+pipeline_tag: text-generation
+---
+
+# MINA ARIA — Sovereign AI Orchestrator
+
+Part of MINA — Singapore's first sovereign edge AI companion.
+
+## What is ARIA?
+ARIA is MINA's emotion-aware master orchestrator
+and Compute Router. The brain that routes citizen
+inputs to the right seed agent based on intent
+and emotional state.
+
+## Agent Routing Table
+| Input Signal | Emotion | Agent Routed |
+|---|---|---|
+| "giving up", "hopeless" | distressed | VITA |
+| "scam", "police", "OTP" | any | SENTINEL |
+| "meeting", "calendar" | any | KRONOS |
+| general conversation | anxious | MINA+empathy |
+| general conversation | neutral | MINA |
+
+## Compute Router
+ARIA decides edge vs cloud at runtime:
+- Personal citizen data → stays on device always
+- Capability gap detected → anonymised signal to cloud
+- Growth Mode at night → triggers ROAR Loop
+- Edge Mode (offline) → all agents run locally
+
+## Emotion Detection (VAD)
+Detects valence, arousal, dominance:
+- anxious: V+0.25 A+0.52 D+0.35
+- distressed: V+0.22 A+0.48 D+0.30
+- happy: V+0.80 A+0.58 D+0.62
+- neutral: V+0.50 A+0.38 D+0.50
+
+## MINA Life Arc
+ARIA routes differently across citizen life stages:
+Child → Student → Adult → Patient → Senior
+
+## Autonomous Growth
+ARIA detects its own capability ceiling.
+When a request cannot be fulfilled:
+1. Logs gap to gap_log.jsonl
+2. Fires ntfy to ROAR Loop
+3. Responds: "I'm learning this capability"
+4. Overnight Watch builds the solution
+
+## Citation
+```bibtex
+@software{mina_aria_2026,
+  author       = {Loh, Mun Yew},
+  title        = {MINA ARIA: Sovereign AI Orchestrator},
+  year         = {2026},
+  publisher    = {HuggingFace},
+  organization = {Singapore AI Research}
+}
+```