Supplying more input than a model can use effectively, so accuracy falls even though the content technically fits.

Aimed squarely at the customer, describing the input as excessive without ever stating the amount that would not have been, in a product sold on how much it can take.

• Blame Without a Number: You are told you supplied too much, and never told how much is right.
• Sold on the Capacity Being Criticized: The context window is a headline feature until you use it, at which point using it is the mistake.
• House-Cleaning Reality Check: Like being sold the largest fridge in the shop and then told the food spoiled because you filled it.

Hoarders (2010s) where the fault is placed entirely on how much the person put in the room, and nobody states what quantity would have been acceptable.

Putting in more input than the model can actually use well.

“Accuracy degradation in that workspace is attributable to context overstuffing.”

“Support said we pasted in too much, and could not tell us what length would have been fine.”