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ATTUNE

πŸ¦‡ Hack-to-Ween 2026 Universal Adaptive AI

Personalized for Students, News Readers, Everyday Citizens & Researchers

v2 CUPID Recall: 83.3% (5.0x vs v1)
Out-of-Scope NTR: 50.0% (Challenge)
Evidence Grounded: 100% Verbatim
Lifecycle Fidelity: 100% Correctable
v1 Baseline: τ* = 0.900 (Frozen)
Architecture: v2 Open Memory
Universal Scenario Demos (1-Click Replay):
πŸŽ“ Student:
πŸ“° News Reader:
🏠 Everyday Life:
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Student & Learning Mode education_learning
Threshold: τ* = 0.900
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ATTUNE Assistant Universal Mode Online

Welcome to ATTUNE β€” the adaptive AI companion designed for everyone.

Unlike static AI memory that over-personalizes everything, ATTUNE dynamically checks if your previous preferences actually belong to your current question. Click any demo preset above or ask your own question!

Try Asking: