Amico dual-mode prototype (AmicoMio and AmicoTuo)¶
Product or Programme · All products and programmes
Evidence · 2 claims (2 for) · 1 study (1 design),q2· 0 of 1 report an effect size · 2 claims rest on one study
Description¶
A Benedetti-developed AI-mediated educational interaction device, deployable as a digital agent or social robot, that provides either procedural task guidance or reflective dialogue under age-sensitive configuration and governance constraints.
Components¶
- Amico dual-mode prototype (AmicoMio and AmicoTuo) with age-sensitive configuration: Amico is an AI-mediated interaction device, developed as a digital agent and where feasible as a social robot, for non-clinical educational contexts, particularly technical and vocational education. AmicoMio emphasizes "precision, step-by-step reasoning, explicit framing of tasks, and concrete suggestions for action," while AmicoTuo prioritizes "maieutic questioning, reformulation, and meaning -making" without a therapeutic stance. The prototype enforces transparency of system identity, bounded sessions, dependency-prevention prompts, and data minimization, and was configured by age band (6–18, 20–40, 40–65 years) via mode-specific instruction sets and fine-tuning of the supportive mode, with per-mode sampling parameters (temperature and top-p) tuned as part of the design surface. (Pier Paolo Benedetti (2026))
Claims¶
- Pilot participants perceived AmicoMio and AmicoTuo as complementary modes serving different educational purposes rather than alternatives [+W]
- Preferred emphasis between the two Amico modes differed by context: Italian participants emphasized reflective dialogue while Chinese participants emphasized relational harmony, with AmicoMio valued for technical reliability [+W]
Related Products and Programmes¶
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Key Sources¶
- Pier Paolo Benedetti. (2026). Design Principles and Observable Indicators for AI-Enabled Pedagogical Accompaniment: Evidence from the Amico Dual-Mode Prototype in Italy and China. Accepted at the 2026 International Conference on Artificial Intelligence and Education (ICAIE 2026), IEEE.
Page metadata
| Field | Value |
|---|---|
type |
product |
id |
amico-dual-mode-prototype-amicomio-and-amicotuo |
title |
Amico dual-mode prototype (AmicoMio and AmicoTuo) |
description |
A Benedetti-developed AI-mediated educational interaction device, deployable as a digital agent or social robot, that provides either procedural task guidance or reflective dialogue under age-sensitive configuration and governance constraints. |
status |
review |
product_kind |
software |
generated |
by process:settle-candidates on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
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