That builds on something I read from a Google research team last year. They found that training on slightly messy data actually helps the model learn to handle noise better, like how we learn to read handwriting after seeing enough bad scrawl. It fights the whole instinct to polish everything, but the data argues for leaving the grime in there.

Madoka's dub actually SLAPS, changed my whole mind on sub supremacy.

Well actually Jim might have a point. Modern engines run cleaner and last longer when you change the oil more often even if the manual says otherwise, and $55 is cheap insurance compared to a $5,000 engine replacement at 150k miles.

A buddy of mine who does wedding photography warned me about this exact thing. He said the cheap swabs leave junk behind that can actually scratch the sensor over time. Lesson learned, spend the money on the real stuff.

I read something similar from a guy on another forum. He said his best layouts came from fixing his own mistakes too. Sometimes that extra pressure makes you think clearer.