The Spirits Within definitely was a flop, and that's an awfully gentle choice of terms. It cost $137 million to produce and only made $32 million worldwide. Still, you seem to be confusing "running out of ideas" with just having a bad idea.

And how is the fact that they're making non-FF titles evidence of the decline of the series? They've been doing that throughout their entire company history.