Beyond Helpful: How ACLAS Uses Cognitive Science to Reimagine AI Teaching

Most LLMs prioritize being helpful, but educational research shows this approach undermines genuine learning. ACLAS's Neuro-Edu SDK reimagines AI tutoring by embedding cognitive science principles—cognitive load estimation, dual-process scaffolding, and educational sandbox training—directly into alignment objectives. This represents a fundamental shift in how AI systems can optimize for pedagogical effectiveness rather than generic helpfulness.