Hello, I am Aura Stewart. I am a systems thinker and complex problem solver who has spent most of my working life in Quality Systems and Regulatory Compliance across industries and countries. My curiosity has pulled me into innovation, digital business, and AI.
The problem I keep returning to everywhere I have worked: how do you know whether continuation is still legitimate when a system performs well but may no longer be fulfilling its actual purpose? Over the past year I have been developing a structural answer to that question. I arrived here because I think that problem appears in AI in a form current instruments cannot read, and I genuinely do not know yet whether this community has already named it.
That sounds quite interesting, especially the connection to AI. I ran into a similar issue when experimenting on Claude Sonnet 4.6 at high context. Towards the end of its context window, the model still seemed to perform well, generating well-written responses; but the content of those responses was no longer useful.
In what context have you encountered that performance issue?
Hello, I am Aura Stewart. I am a systems thinker and complex problem solver who has spent most of my working life in Quality Systems and Regulatory Compliance across industries and countries. My curiosity has pulled me into innovation, digital business, and AI.
The problem I keep returning to everywhere I have worked: how do you know whether continuation is still legitimate when a system performs well but may no longer be fulfilling its actual purpose? Over the past year I have been developing a structural answer to that question. I arrived here because I think that problem appears in AI in a form current instruments cannot read, and I genuinely do not know yet whether this community has already named it.
That sounds quite interesting, especially the connection to AI. I ran into a similar issue when experimenting on Claude Sonnet 4.6 at high context. Towards the end of its context window, the model still seemed to perform well, generating well-written responses; but the content of those responses was no longer useful.
In what context have you encountered that performance issue?