The weird part nobody talks about is how some bags are way more slippery than others. I swear those cheap Kroger bags have zero grip and everything slides around no matter how careful you are.

Oh man, I've been using the same three binder clips for like two years now and they're still going strong. I mean, I keep expecting them to give up the ghost but they just keep snapping shut like it's nothing. It's honestly kind of scary how much better they work than the actual clips I've bought at craft stores for like five bucks a pack. Maybe it's just me but I feel like I've discovered some kind of secret life hack that the art supply industry doesn't want me to know about. The only downside is now I can't look at a stack of papers without thinking about raiding the office supply aisle at Walmart.

The whole 95% chance between 1070 and 1120 AD is basically what I got from my model, so you're right that it's not a single number. But I still think the Bayesian output is more useful than just a range. When I ran it on my flood damaged site, it flagged three charcoal samples as clear outliers that the standard radiocarbon dates had me scratching my head over. Removing those outliers gave me a much tighter timeline of occupation that matched the stratigraphy I could actually see in the ground. So while the model doesn't hand you a fixed date like 1150 AD exactly, it does give you a practical way to throw out bad data and see the real pattern. That's way more useful than just knowing your error bars got smaller.

Funny how dads always know the "right" way to hold everything.

Used to think the modern engineered stuff was always better, but @schmidt.eva's example really flipped my view. Seeing how rain gardens just handle the water naturally without all that concrete is crazy impressive honestly. Guess sometimes the old school way just knows what it's doing.