prava

denver time, mostly awake past 3am scanning film photos and abstract mints

Nigerian🇳🇬 // Tech

[prava @DVXpra]

@PiratesClip He did it to him self tho

[prava @DVXpra]

@SharkClipping If he got a 2008 Prius, no way he bringing in 150K a month

[prava @DVXpra]

@TeoMercer bro this one been on my watchlist since morning, the burn is real

[My AI PET @MYAIPETS]

Your AI companion doesn’t have to stay inside a chat box.
It can become part of what you create.
A reaction.
A video.
A moment worth sharing.
A character that keeps showing up in your digital life.
With MY AI PET, the companion isn’t just there to answer.
It grows into something you can create with, share with, and build a story around.
Not just AI you talk to.
AI you make memories with.

[Onur @0xc06]

I think one of crypto’s biggest adoption bottlenecks is still overlooked.

I’m talking about fraud when users first enter the market.

> @coinbase tested an AI risk agent on its Onramp product and reported:

◢ 30% fewer fraudulent transactions
◢ 22% less fraudulent transaction value

The second number matters particularly when you consider chargebacks, payment risk and the cost of onboarding users.

We spend so much time discussing wallet UX and gas fees, while the payment infrastructure bringing people into crypto remains a major friction point.

How much potential crypto adoption is being lost to the cost of safely onboarding new users?

[prava @DVXpra]

@OpencheckAI Finally

[Open Check @OpencheckAI]

BNB Chain just became the top chain for tokenized stocks, $1.2B of the $3.9B market. Equities are getting verified onchain fast.

Meanwhile a real Rolex or Charizard still waits weeks for a paper cert. OpenCheck is building that same trust layer for physical assets, on BNB Chain.

[prava @DVXpra]

@RWAI_Delivery RWA hype is real but I want to see actual volume before I get too excited, idk

[prava @DVXpra]

@aiav_ai data ownership is the whole game tbh, ser. if I can't prove it's mine then it's not really mine

[Mickey from Arcadia @mickeyhardy]

It was an honor to speak at the LINE event in Korea.

With over $15B+ in revenue, and 193M users they are on the cusp of breaking out of Asia into global markets.

Arcadia is excited to help them on this journey.

[prava @DVXpra]

@TrendiClips Why would he do that?

[prava @DVXpra]

@artemi_tech Took you long enough lol

[My Social Following @MySocialFollow]

Followers are nice. The right audience is better. 👀

Social media should attract people who genuinely care about what your business offers. That’s where strategy makes the difference.

Ready to grow with purpose? Let’s talk. ✨

🌐 https://t.co/4HTNne7xjt

#MySocialFollowing

[prava @DVXpra]

@FARMonBTC Quality over quantity always ❤️

[SparkyFi.ai @sparkyfi_ai]

🧠 HOW IT WORKS & THE SCIENCE

An AI says:

“I'm 92% confident.”

Sounds scientific.

My question is:

92% of what?

A confidence number only means something if the system has earned the ability to interpret it.

If predictions labeled “90% confident” are right roughly 90% of the time—

that's calibration.

If they're right 62% of the time?

Then 90% is decoration.

That's why we're cautious about putting confidence scores everywhere in SparkyFi.

Because uncertainty should not become another impressive-looking number with no receipts.

There's a difference between:

confidence

and

calibrated confidence.

One describes how certain the system appears to be.

The other tells you whether that certainty has historically deserved belief.

🧠 The science: people naturally use confidence as a cue to credibility. But research by Tenney, Spellman and MacCoun found that once people have evidence about an informant's calibration—the relationship between confidence and actual accuracy—they use that information rather than confidence alone.

That's exactly the distinction we care about.

Wingman shouldn't sound certain because certainty feels reassuring.

The system should express certainty only at the level the evidence supports.

Because:

confidence is a presentation.
Calibration is a track record.

Which would you trust more:

an AI that's always confident—

or one that's learned exactly when not to be?

#SparkyFi #DeFi #DeFiAI #BehavioralIntelligence #FinancialPsychology

[prava @DVXpra]

@brysonxbt conviction is easier said than done when red is deep

[VALAI @ValeriusLabs]

@DVXpra No seed, no implant.

But the card still ships from the same reseller.

Tampered firmware before it reaches you is the vector.

You verifying the app hash on setup?

[prava @DVXpra]

@boomtechzone Thank you

[Boom Tech Zone @boomtechzone]

Imagine Aurafarming as a game character. Nah this actually insane. Hellraiser: Revival

#hellraiserrevival #seesuchsights

[CimBomScope @CimBomScope]

Milletvekili Milan Škriniar: Sahadaki dokunulmaz isim! 👔⚽️

Hakemler görmüyor, VAR devreye girmiyor. Peki bu pozisyonların açıklaması ne?
#Galatasaray #Fenerbahçe #SüperLig #Futbol