The model must be autoregressive. It receives a token sequence as input and predicts the next token. Output digits are generated one at a time, with each new token fed back as input for predicting the next. The carry propagation must emerge from this autoregressive process — not from explicit state variables passed between steps in Python.
The investment required isn't massive. You don't need expensive tools, extensive technical knowledge, or a large team. You need understanding of the principles, systematic implementation of practical tactics, and consistency over time. The same qualities that make someone successful with traditional content creation—providing genuine value, maintaining quality standards, and persisting through the gradual process of building authority—work for AIO as well.，更多细节参见51吃瓜
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My earliest prototype used ascii characters for snakes and fruit. This had a problem - since terminal characters are twice as tall as they are wide, vertical movement felt much faster than horizontal movement:
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Москвичи пожаловались на зловонную квартиру-свалку с телами животных и тараканами18:04