inferencebysequoia.substack.com/p/andrej-karpathys-software-30-software/comment/131924510

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https://inferencebysequoia.substack.com/p/andrej-karpathys-software-30-software/comment/131924510

Hungkuk Do on Inference by Sequoia Capital

Thanks for asking, Jackie! It started as a research direction, but it's now a working system. I've built a prototype that combines a question-generating evolution model with LLMs like Ollema and Phi-2 for answering. The system is live-tested via a Telegram chatbot and a web interface (v1), where the AI doesn’t just respond — it evolves by asking. Currently working on v2, where the model learns and refines its questioning over time. It’s not about chaining prompts — it’s about building an agent that grows through dialogue. Would love to hear how you're thinking about agent workflows too!



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Hungkuk Do on Inference by Sequoia Capital

https://inferencebysequoia.substack.com/p/andrej-karpathys-software-30-software/comment/131924510

Thanks for asking, Jackie! It started as a research direction, but it's now a working system. I've built a prototype that combines a question-generating evolution model with LLMs like Ollema and Phi-2 for answering. The system is live-tested via a Telegram chatbot and a web interface (v1), where the AI doesn’t just respond — it evolves by asking. Currently working on v2, where the model learns and refines its questioning over time. It’s not about chaining prompts — it’s about building an agent that grows through dialogue. Would love to hear how you're thinking about agent workflows too!



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https://inferencebysequoia.substack.com/p/andrej-karpathys-software-30-software/comment/131924510

Hungkuk Do on Inference by Sequoia Capital

Thanks for asking, Jackie! It started as a research direction, but it's now a working system. I've built a prototype that combines a question-generating evolution model with LLMs like Ollema and Phi-2 for answering. The system is live-tested via a Telegram chatbot and a web interface (v1), where the AI doesn’t just respond — it evolves by asking. Currently working on v2, where the model learns and refines its questioning over time. It’s not about chaining prompts — it’s about building an agent that grows through dialogue. Would love to hear how you're thinking about agent workflows too!

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      Hungkuk Do on Inference by Sequoia Capital
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      Thanks for asking, Jackie! It started as a research direction, but it's now a working system. I've built a prototype that combines a question-generating evolution model with LLMs like Ollema and Phi-2 for answering. The system is live-tested via a Telegram chatbot and a web interface (v1), where the AI doesn’t just respond — it evolves by asking. Currently working on v2, where the model learns and refines its questioning over time. It’s not about chaining prompts — it’s about building an agent that grows through dialogue. Would love to hear how you're thinking about agent workflows too!
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