TE
科技回声
首页24小时热榜最新最佳问答展示工作
GitHubTwitter
首页

科技回声

基于 Next.js 构建的科技新闻平台,提供全球科技新闻和讨论内容。

GitHubTwitter

首页

首页最新最佳问答展示工作

资源链接

HackerNews API原版 HackerNewsNext.js

© 2025 科技回声. 版权所有。

Cache loop and memory loss in GPT – a user-side fix (tested with GPT itself)

15 点作者 sks38317大约 1 个月前
I’m a Korean high school student currently preparing for the CSAT (college entrance exam), and I happened to notice some persistent cache-loop behavior while using GPT in document-heavy tasks.<p><i>Repeated PDF failures seemed to create token overload and session slowdowns. So I tried manually analyzing the session, tracking token counts, and testing some user-side “optimizations”—like auto-removing failed outputs and cleaning redundant versions.</i><p><i>I used GPT itself to help write the report and interpret the data. It was a mix of curiosity, frustration, and… maybe procrastination. But it turned into a fun experiment.</i><p>I’ve only been exploring GitHub and ChatGPT for less than a month, so there are still many things I’m unfamiliar with.<p>So if there’s anything I’ve overlooked or could improve, I’d really appreciate your feedback.

1 comment

teruakohatu大约 1 个月前
This is a good first effort. You asked for feedback:<p>ChatGPT is a nice interface&#x2F;UI to the GPT models, but the models themselves are available via. an API and industry users will be using it via. the API.<p>Your report is very light on details. Your methodology is so short I do not know what you actually did.<p>This is probably sufficient for high school but a ML&#x2F;AI report or paper would have a short introduction, maybe a review of existing research, a detailed methodology and a conclusion. It should also include references to external research. Ideally it would have an appendix that includes or references and links to the data (in the release?)<p>When doing research create a notebook documenting everything you did and the results. The notebook could just be a Google Doc.<p>You mentioned that you used ChatGPT to write the report. It is better to learn to write it yourself with assistance (grammar etc.) from ChatGPT.<p>I think the reply you got from OpenAI support was also generated by ChatGPT.<p>I want to commend you on taking the initiative to run experiments that allowed you to have some insight into what ChatGPT was doing on the backend. I have graded university students with far less initiative than you.<p>Keep experimenting and have fun… but if you have school exams coming up focus on studying for them rather than optimising your study using ChatGPT.
评论 #43743757 未加载