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Tolan, a voice-first AI companion built by Portola, uses GPT-5.1 and advanced memory management to create personalized, evolving conversations with animated characters. The platform leverages OpenAI's models, the Responses API, and vector databases to achieve near-instant latency and coherent long-form dialogue.