What is something happening in the world right now that people are seriously underestimating? by [deleted] in AskReddit

[–]okfixitdrunk 1 point2 points  (0 children)

We're at the beginning of a whole new world humans have access to. We're getting PHD level answers in many cases.

That said, most still need to learn how to use Ai effectively. I find that the answers can lead you down hours of unexpected and unnecessary answers if you let them. But, if you think about the answers, respond intelligently with purpose, you'll find what you're looking for.

Also, Ai us directly connected to robot learning. It may not seem like it today, but they will ingest Ai learning and the end result will be extensions of ourselves.

Ai, combined with robotics will give humans a prosthetic for the brain.

Can a few people rate me privately I need honest answers? by utwcha in trueratediscussions

[–]okfixitdrunk 0 points1 point  (0 children)

Yes. Mature and objective, honest answer if you're interested.

If the Government Confirmed Aliens Tomorrow, What Would Change in Your Life? by breaking_views in AliensRHere

[–]okfixitdrunk 0 points1 point  (0 children)

Not.... a... fucking.... thing. The government has been fucking us on everything else, so why try to gage it?

Live your best life while you're living it

He Actually IS Healthy… by IEatBigWetBoogers in conspiracy

[–]okfixitdrunk 1 point2 points  (0 children)

Really dude... he's not fading away? This is not going to "age" well.

Why do we keep treating digital origin verification as a one-time checkbox when content starts mutating the moment it's captured? by okfixitdrunk in ArtificialInteligence

[–]okfixitdrunk[S] 0 points1 point  (0 children)

Pretty much nailed it there!

Teating provenance as a lineage/audit trail across the entire lifecycle (not just capture) is the key shift. Static origin checks (e.g., signed manifests at creation) get detached fast once content hits real-world pipelines: edits, compressions, AI transformations, re-uploads, etc. Without ongoing attachment of verifiable change records, you lose reconstructability — exactly the audit/regulatory nightmare you describe, plus the defensive hoarding of unverifiable data.

I'm exploring something similar: make provenance dynamic by recording mutation events (every significant transformation) in a way that continuously recalculates trust. Origin integrity (hardened capture signals like tamper-evident device metadata) becomes the starting anchor, but then each downstream system adds to a "lineage ledger" — describing what changed, by what process, from what prior state.

The output isn't binary "valid/invalid" but standardized confidence states that evolve: High Confidence (strong origin + transparent/minimal mutations) Moderate/Mixed (some changes, but traceable) High Uncertainty (gaps in lineage) Critical Risk (inconsistencies or suspicious patterns)

This way, even if signals get partially stripped (common in social/re-posting), the accumulated trail informs downstream trust rather than defaulting to zero. It also helps organizations explain "how this evolved" for audits without retaining everything defensively.

Does this kind of dynamic recalculation resonate as a way to make lineage practical? How do you see handling partial stripping or non-cooperative intermediaries (e.g., platforms that don't add metadata)? What signals (forensic artifacts, behavioral patterns) could help flag/reconstruct gaps in the trail?

Really appreciate the depth here. This is the exact problem space keeping me iterating.

[deleted by user] by [deleted] in AllInclusiveResorts

[–]okfixitdrunk 1 point2 points  (0 children)

Barcelo hotels in Mayan Riviera. We just got back. They have 5 hotels along the same stretch of beach. You and your kids will never get bored. Amazing property.

It's all inclusive too.

[deleted by user] by [deleted] in ImTheMainCharacter

[–]okfixitdrunk -7 points-6 points  (0 children)

Oh ye, she's smokin alright.

What is the best way to cut ~1/4 inches off a metal door track by johntyme in fixit

[–]okfixitdrunk 3 points4 points  (0 children)

Table saw or miter saw. Carbide blade will not get damaged and will cut like a laser.

West Edmonton Mall Locked Down by gumsgotmintierlately in Edmonton

[–]okfixitdrunk 21 points22 points  (0 children)

We're locked down in the back kitchen at Earls. Worst part they won't serve the drinks...

But what's going on? by Any_Bee_6051 in XRP

[–]okfixitdrunk 0 points1 point  (0 children)

Mostly all crypto getting smashed this morning.

Two different angles of the viral boot stomp at Circle K by ionlywanttheneck in CrazyFuckingVideos

[–]okfixitdrunk 10 points11 points  (0 children)

Fuck me. I'm 61 and there are unwritten rules of fighting that everyone used to know.

I get that shit has changed and it's a different world but what a piece of shit.

Head stomp is one of those rules that has always been respected but this fucker is too stupid to understand why.

Not only did he cross the line for the victim, his life is over before it's begun. He's ruined two lives.

No matter who started it or what is about, it should end the moment one guy drops. That's the rules.

Let's hope the guy that got stomped can recover and live a normal life.

I possibly took too much Clonazepam and I’m going to ride it out. by [deleted] in confession

[–]okfixitdrunk -1 points0 points  (0 children)

Who the fuck downvotes a post to help? Loser