「短期記憶、中期記憶、長期記憶」という用語は、1970年代から1990年代にかけての人工知能論でよく使われていました。詳細については、以下のWikipediaページを参照してください。
https://ja.wikipedia.org/wiki/記憶
https://en.wikipedia.org/wiki/Memory
ChatGPTでは、長期記憶はモデルとモデルチューニングに相当し、短期記憶は会話中の履歴テキストに相当すると考えています。そこで、中期記憶(1日~数週間)に近い記憶の仕組みをChatGPTに擬似的に適用して、昨日の話題の会話を成立させることができるか試してみたいと思います。
https://en.wikipedia.org/wiki/Intermediate-term_memory
https://miro.com/app/board/uXjVMbqvyWs=/?share_link_id=927752481098
とりあえず会話で指摘すれば過去の会話履歴に言及できることを確認。
以下の3つ(昇順並び)の過去言及はいずれも過去要約から引用されたものでいずれも正しい。
In artificial intelligence theory from the 1970s to 1990s, the terms "short-term memory," "intermediate-term memory," and "long-term memory" were commonly used. These terms refer to the different types of memory that humans and machines use to store information. Short-term memory stores information for a short period, usually a few seconds. Intermediate-term memory stores information for a longer period, usually from a day to several weeks. Long-term memory stores information for an indefinite period.
For a ChatGPT model, long-term memory consists of the model architecture and model tuning. Short-term memory corresponds to the history of text in the conversation. To create a more human-like conversation, we can simulate intermediate-term memory in ChatGPT, which allows the model to recall information from the conversation that occurred in the past day or several weeks. By doing this, ChatGPT can maintain context and coherence in the conversation and make it feel more natural.
If you want to learn more about different types of memory, you can check out these links: https://ja.wikipedia.org/wiki/記憶, https://en.wikipedia.org/wiki/Memory, and https://en.wikipedia.org/wiki/Intermediate-term_memory.