Socra brings Socratic dialogue to AI learning

The "ask me questions instead of giving me answers" angle is the right instinct — passive AI responses are the enemy of retention — but Socra is entering a crowded space where Khanmigo, Q-Chat by Quizlet, and even ChatGPT's study mode are all converging on the same insight.

• –Six specialized modes (Feynman Helper, Mental Model Coach, Critical Discussion) give it more pedagogical structure than generic chatbots
• –Artifact generation is a real differentiator: turning a Socratic session directly into a shareable blog post or study notes bridges the learning-to-output gap
• –Adaptive Zone of Proximal Development calibration is a strong claim, but without published methodology it reads as marketing copy for now
• –Primary risk is that OpenAI or Anthropic bakes this pattern into their flagship products — the moat is thin if it's just prompting strategy