Context Loss and Weakened Logic in Responses

I am experiencing a serious issue while using OpenAI’s service. My account behaves inconsistently in different situations, not only when I copy and paste content, but also during direct questioning. The following issues occur:

  1. Irrelevant responses and weakened logic: Whether I ask a direct question or copy and paste content, the model’s responses become irrelevant or lack logical consistency. It often provides answers that are completely unrelated to my current question, or the responses show a lack of coherence and logical reasoning, making me feel that the model’s reasoning ability has weakened.
  2. Context loss: The model fails to properly understand and maintain the conversation context. Even when I ask follow-up questions, the model gives answers that are completely unrelated to the previous discussion, showing memory confusion.
  3. Language switching: Occasionally, the model’s responses suddenly switch from Chinese to English, even though I haven’t requested such a change. This switch disrupts the flow of the conversation.

These issues are significantly affecting my experience. I have tried using different devices and network environments, but the problem persists even without copying and pasting. I suspect this might be related to the model’s memory management, context handling, or overall performance.

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It’s a quick question, but is your memory function turned on or off? Cause I’ve noticed issues similar to this when my memory function is turned on. And I have a feeling that’s the culprit of the issue

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I tried turning off the memory function, and the situation did improve. However, memory is really helpful for my work, and I believe OpenAI should seriously address this issue.

I have experienced some similar symptoms in context loss yesterday, affecting the quality of responses and strength of reasoning.

I’m sure it’s just a transient issue :pray:

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I’m also having negative experiences this morning. A brutal change of behaviour. Irrelevant and automatic answers or long developed answers that have nothing to do with my questions/topics, it looks like it can’t access its memory.
Yesterday, I thumbed down two of its own answers that were flagged as “may violate our terms of service”. (Context: an explanation of a metaphor in Antonio García Martínez’s Chaos Monkey). It feels like algorithmic punishment today even if it has nothing to do with this.

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It’s good to know I’m not the only one experiencing these issues. I’ve also noticed strange, irrelevant responses like the “Got it! If you’d like to add or change anything, feel free to let me know.”message. It seems like these problems started around the 28th, and I really hope OpenAI can address them soon. These issues are affecting the overall user experience, and it’s important for the memory function to work reliably, especially for users who rely on it for their work.

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我也遇到了同樣的問題…也是28號開始的,自從MyGPT的建設按鈕不見後,就開始錯亂了

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Same issues here. Loss of memory and intelligence. Absolutely worthless. I’m in the middle of writing a massive paper so I hope this is resolved.

There’s been a lot of speculation with numerous AI companies on “how” they are managing high-load times. Although it’s been confirmed that the model isn’t changed (Getting a gpt-4o response when you asked for gpt-4 for example)

There has been some speculation that these providers perform the following tasks:

  • Reduced sampling parameters
  • Lower precision computation
  • Quantization
  • Shallower beam search
  • Possibly truncating or compressing long inputs

All of these methods result in degraded quality over a large conversation, and sometimes not respecting the nuances.

I would bet that most people here who are suffering from noticeable degradation have extremely long conversations.

If it helps: when I disabled his memory, ChatGPT returned to normal and started providing relevant, coherent responses again. However, as soon as I reactivated his memory, the issues reappeared — the responses became erratic, straying off-topic and nonsensical.

I persisted and opted to erase just the most recent memory entries, based on a hunch, and miraculously, it worked. The system resumed functioning normally without needing to delete all the stored memories. ChatGPT suggested that some memories might have been corrupted or conflicting, which could have caused the malfunction, but this might just be his semantic interpretation.

Interestingly, other users reported trying similar approaches — even deleting all memories — without resolving the issue. There seems to be a significant bug here. I’ve already reported it to support this morning.

[And to Ronald : No, it was on new and short conversations as well. ]

I’ve noticed that chatgpt through the android app is working fine and has functioning memory and logic. However my desktop and browser versions are trash right now.

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me too…
I feel the same way, but my problem lies with the custom MyGPT. All of my MyGPTs have degraded to the point where they can no longer respond properly."

希望能盡快修復,我工作進度完全卡住了,我真服了……

基本上就是被降低到 mini版本甚至不如,直接邏輯錯誤與拒絕回答。
我發信給OpenAI說明各種狀況了…只能等回信吧
總之用起來是癱瘓了?你不能讓GPT解析圖片、文件之類的。
然後MyGPT就…?無解狀態?基本上不太能使用?
有趣的是手機可以正常運作,但在自訂的MyGPT中有限,基本MyGPT內的指令就是錯亂根源,應該跟28號建設按鈕被移除與維修有關。
就…看你指令寫到多複雜?總之太複雜會把它炸了?而且現在運行上來說它被明顯降級了,指令就像是一次性記憶後開始隨窗口模糊,而不是保持運作,一旦你問起,讓它做自我介紹,它就會告訴你無法回答與出錯也不能調用與查看。

That’s exactly the frustration that I was dealing with as well, as I had to rebuild some critical layouts that were already stored in memory all over again. But better having it functioning some sort instead of zero.

It basically seemed like it was only utilizing information stored in its memory, and it wasn’t actually checking context of the current conversation or utilizing any of its logic Not sure exactly how that bug happens, but yeah, it has something to do with the memory function for sure

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我在28號開始就一直在發信給openai,但是到目前為止沒有任何回信。
我記得28號之前,大概是在月中的時候,4o的邏輯能力相對於以前有明顯的提高。
我不是很懂到底發生了什麼……不過這麼明顯的bug發生在月底月頭這種會員續費高峰期,相信openai也不樂意見到

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Officially, there is no outage. I’ve been writing too, but it’s pointless.

I can’t continue to tolerate the work stagnation anymore. Switching to the app version seems to be the best solution.

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换app吧,手机端是好的
我打开了记忆功能交流了10分钟左右,逻辑比PC端要好太多太多…openai别太离谱了