Warning: A city council meeting in Austin changed how I think about facial recognition

I went to a public meeting about police tech six months ago, and they showed a demo of a system that could scan a crowd and match faces against a database with 95% accuracy. The police chief said it would 'solve crimes faster,' but a woman stood up and asked, 'What if it's wrong about my son?' That question stuck with me. Has anyone else seen this tech get rolled out in their town, and what did people say about it?

Just realized the value of a proper clinch block after a tough Tuesday with a draft horse

The old one slipped and I spent 20 minutes wrestling a hot shoe, but switching to a new 4-inch block from my truck changed everything. Anyone else have a simple tool that saves the day when a big animal gets fidgety?

Just bought a $120 soil probe for my dig site and it's been a total waste

I was working on a small site in Vermont and thought a proper soil probe would help me find features faster. The thing bent on the second day when it hit a rock, and now it's just sitting in my truck. Has anyone found a good tool for quick testing in rocky ground?

My uncle told me to always check the drain pump filter first on a front loader that won't drain.

He said it's the most common fix and he was right, saved me an hour of testing parts on a Samsung last week. What's your go-to first check for a no-drain error?

Shoutout to the old timer who showed me his chain cleaning trick

I was working on a really gritty 10 speed chain last week, the kind that sounds like sandpaper. An older mechanic in the shop saw me scrubbing it with a brush and told me to try using a piece of old inner tube instead. I wrapped it around the chain and ran it through, and it pulled out way more gunk than the brush did in half the time. It was one of those simple, cheap fixes that just works. What other old school tricks do you guys use for cleaning parts?

I finally got a stubborn door ding out with a glue puller after the suction cup failed three times.

Vent: I roasted a whole chicken at 450 the whole time and the skin was burnt but the meat was still raw.

I tried this high heat method from a chef I follow online and after 45 minutes in my home oven, the outside was completely black while the leg joint was still bloody, so I learned that blindly trusting a cooking time without checking your own equipment is a recipe for disaster, but has anyone else had a specific technique totally fail in their kitchen setup?

Found an old USDA chart about beef grading from the 70s

I was cleaning out my uncle's shop in Boise and found a faded paper chart. It showed that in 1975, over 60% of beef was graded Prime or Choice. Now it's under 40%. The chart was tucked inside a meat ledger. Makes you wonder about changes in cattle feed and breeding. Has anyone else seen old data that surprised them?

Remembering the week I tried to rewire my old house without a permit

It was about 8 years ago, my first house in Akron. I thought I could save a grand by doing the kitchen wiring myself. Got the old cloth wire out, new Romex in, and felt pretty good. Then the inspector showed up for something else and saw my work. He shut the whole project down, said I needed a licensed electrician to sign off. Ended up costing me double what a pro would have charged from the start. You ever bite off more than you could chew on a project like that?

I think the push for all-dry gloves on every inland dive is overkill.

We used wet gloves for years on the Mississippi with no issues, but after switching to a dry system last season, I saw a 30% drop in our daily task speed. Has anyone else found the extra bulk just isn't worth it for warmer, shallow water jobs?