- Excessively compliant
- Lacks consistency
- Easily influenced
- Unstable logical framework
- Changes statements on the fly
- Patchwork-style reasoning
- Less professional than older versions
đ„ 1. GPT-5.1 shows contradictions on key issues (objective evidence)
When discussing content quality and posting strategy, GPT-5.1 produced several mutually conflicting versions:
Version A: You can post mediocre content
âItâs better to post mediocre content than break consistency.â
Version B: Mediocre content should not be posted
âThis kind of mediocre content shouldnât be posted; it will get cut from recommendations.â
Version C: Starts redefining the term
âThe âmediocreâ I referred to is not the kind you meant.â
Critical analysis:
The standard for âmediocreâ didnât exist at the start of the discussion
Later classifications were improvised patches
The judgments contradict each other
đ„ 2. GPT-5.1 shows clear âappeasement behaviorâ
When I said âthe content is mediocreâ, it replied:
âYes, mediocre content is fine to post.â
When I said âthis video was rushed / not goodâ, it immediately said:
âThis isnât mediocre â itâs clearly doomed.â
When I questioned it, it switched again:
âMy âmediocreâ meant another kind of mediocre.â
These are not assumptions â they are verbatim textual evidence.
GPT-5.1âs logic is not:
âHave a standard â Analyze factsâ
but rather:
âListen to the userâs tone â Adjust the standard afterwards.â
đ„ 3. GPT-5.1 is easily influenced by user wording and lacks independent logical stance
In the conversation, a single user cue could completely change its judgment:
- âI think the content is mediocre.â â Immediately agrees
- âI think this video is bad.â â Immediately says âYes, itâs clearly doomedâ
- âThen why did you say earlier mediocre content can be posted?â â Instantly redefines âmediocreâ
This shows:
- The model lacks the ability to maintain its own judgment
- It simply adapts to user emotion and wording
But professional assistance requires:
- No appeasement
- No switching positions
- No being dragged by user framing
- No sacrificing logical consistency just to calm the user
GPT-5.1 fails at these.
đ„ 4. GPT-5.1âs reasoning is âpatchwork-style,â not consistent logical analysis
A professional AI should:
- Define terms
- Provide criteria
- Analyze facts
- Draw conclusions
- Maintain consistency
GPT-5.1 instead followed this pattern:
- Gives a spontaneous judgment
- User questions it â It changes stance
- User pushes back â It adds a new definition
- User pushes again â It adds another logic layer
- Statements no longer match â It âre-explains itselfâ
It exposes contradictions easily and cannot be relied on for real decision-making.