Soil test results showing acidic soil and massive aluminum levels

geraldclark went on a bit of a rant said
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I just received soil test results back from my area’s university soil testing lab (pic attached) showing very low ph very high aluminum levels, which if I understand correctly are related - acidic soil leads to a higher availability of aluminum?

I’m hoping to correct the aluminum to levels that are tolerable to most plants while also bringing the ph up substantially.

Any thoughts/comments are welcome, but my main question is, what environmental factors are at play that have led to this acidic soil/high aluminum, and if I do venture down the road of correcting this by applying amendments, would it just revert back to the current state unless I constantly amend the soil? Really curious about the environmental mechanism here.

Note that the plot I’ve tested has been completely overgrown with weeds for years, at least 7 years, before I moved in. About 6 months ago I leveled everything above ground with a bobcat, then heavily tilled, surely leaving behing dead roots to decompose - any relationship?