The NEOLAF Agent Platform

NEOLAF's platform is built on a neuro-symbolic agent architecture designed for learning, reflection, and long-term growth.

Core Capabilities

Companion Agent

• Persistent memory across semesters and projects
• Learner profile, goals, gaps, and history
• Reflection, review, and planning support

Task Agents

• Subject-specific agents (math, coding, design, research)
• Assigned by faculty
• Execute Interactive Learning Tasks

KSTAR Memory

• Structured experience memory
• Records: situation → task → action → result
• Enables self-improving agents and transferable learning

Local-First & Privacy-Aware

• Learner-owned data
• Exportable portfolios
• Institution-controlled deployment