Allah
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Allah
♥️ I LOVE ALLAH♥️
#خاتم_النبیین_محمدﷺ#درود_وقرآن
THE AI IS NOT IGNORING YOU.
The old context is still talking.
You deleted the slide.
It comes back.
You changed the price.
It writes the old one.
You corrected the rule.
It follows the saved version from three days ago.
Most people fix this by adding another instruction.
Wrong layer.
Context engineering is mostly subtraction:
remove old files
kill duplicate rules
archive rejected drafts
keep one source of truth
load references only when needed
start fresh when the task changes
A bigger context window just gives stale context more room to poison the answer.
Before you write a better prompt, ask this:
what should the model stop seeing?