Valerii Pupkin

1% luck, 99% tabs open 🧠
Mixing DeFi, AI, and caffeine since day one.
Probably in testnet right now.

[teyb @teyb_]

Another week - only 2 trades.
Looks like one of them really cooled me off 🙃

Not much to say - missed the moment, the reversal already started. Now just waiting for the next one.

Was watching $HYPE closely, but never found a clean entry.
Had solid potential though - around ~20% on the 4H setup.

First week there was pure gambling, just saying 😅

[Valerii Pupkin @PupkinValerij]

@PerleLabs left

The overcast sky and muted tones look like natural weather rather than AI-enhanced drama

[Valerii Pupkin @PupkinValerij]

@PerleLabs right

AI tends to exaggerate drama in sports car shots, and this one feels surprisingly normal - which makes it more believable.

[Valerii Pupkin @PupkinValerij]

@TempioNFT 0xB44A1EBCDdE87B94f8C6022402595C2D08D8e588

[Tempio @TempioNFT]

Tempio Pass Mint Details ⬜️

Supply: 800
WL Price: FREE
Mint Date: February 20th, 2 PM UTC
Blockchain: Base Mainnet

Fill this form: https://t.co/xnAXIkYSzm

[Valerii Pupkin @PupkinValerij]

@PerleLabs left - but not 100% sure😄

The apple’s imperfections and tiny asymmetries feel more organic, while the right image looks slightly too staged and polished

[Valerii Pupkin @PupkinValerij]

@PerleLabs AI. Too clean and uniformly painterly across every element

[Valerii Pupkin @PupkinValerij]

@PerleLabs H. Authentic urban chaos: cables, reflections, imperfections look genuinely captured

[teyb @teyb_]

In the first phase of the AI boom, we treated mistakes with leniency.

The model mixed up facts - annoying, but tolerable.

Hallucinations were almost a meme: irritating, but not critical.

Then a different reality begins.

Agentic AI - systems that don’t just generate text, but plan, make decisions, and take actions.
In medicine.
In logistics.
In infrastructure.
In defense.

And here, an error stops being a bug.
It becomes liability.

Sometimes - literally a matter of life and death.

In environments like this, you can’t live by the “we’ll fix it in production” logic.

Because production is no longer a chatbot - it’s an operating room, a warehouse, a power grid, a decision-making system.

There’s no undo button.

So the focus shifts quietly, but radically: less talk about the smartest model - more about the source of truth.

Where does the data come from?
Who verified it?
Can it be proven, not just claimed with trust us?

That’s exactly where @PerleLabs enters.

Perle isn’t trying to win the dataset arms race.

They’re not saying “we have more” or “we’re faster.”

Their stance is stricter - and honestly, more mature: data is an object of provenance and proof, not just a file in the cloud.

When AI starts making decisions, “does this sound true” is no longer enough.

Only one question matters: can we verify it?

Perle is building infrastructure for that shift.
Not for demos.
Not for marketing.
But for a world where mistakes are no longer an option.

[teyb @teyb_]

Season 1 of point farming on @PerleLabs is live - and this is one of those cases where it makes sense to check it out right at the start, so you don’t end up FOMO’ing later.

Quick project overview

Perle Labs is building a verified data layer for training AI in Web3: experts label and validate data, earn onchain reputation, and receive rewards.
The project has already raised $17.5M from Framework, CoinFund, HashKey Ventures, and other funds - so this isn’t a random unknown testnet story.

Important: Season 1 just started, competition is minimal, the team is actively adding tasks and says juicier ones will come as the season progresses.

They haven’t announced final rewards yet, but points are already being farmed - the usual early-stage setup.

What to do step-by-step (short):

➊ Sign up - https://t.co/F2m6tsP34B

Go to the platform and log in with a Solana wallet
(you’ll need some SOL for gas).

➋ Profile + socials (available as part of the Welcome project)

Fill out your profile and connect X, Discord, Telegram - you get your first points immediately.

➌ Educational + audio tasks

A few simple quests: product labeling, audio, medical categories.

No rush - do it calmly. Each answer is a Solana transaction.

➍ Galxe - https://t.co/cMWzKii4km

Complete the official Galxe quest - extra points and activity confirmation.

➎ Discord - https://t.co/8gERmcwCYq

Join the Perle Labs Discord and claim roles - these often matter later.

Don’t push it to tomorrow - start now while competition is still moderate.

As always - DYOR, but at this stage Perle looks clean and not overloaded.

Oh, and almost forgot: for completing certain tasks you’ll unlock badges.
Minting them costs around 0.01 SOL. I’m not sure the whole collection will pay off, but grabbing at least a couple is probably worth it.

I’ve noted it for myself and went to do the basics. It’s still the perfect time to jump in.

#AI #testnet #Perlelabs

[Valerii Pupkin @PupkinValerij]

@teyb_ @RaylsLabs Sliding into S2 like it’s early Arbitrum season-infra farmers eat first.

[Valerii Pupkin @PupkinValerij]

In Web2, analysts build but rarely benefit. Their insights get absorbed, their dashboards embedded, their research quoted - with little recognition.

@GlintAnalytics flips that script.

By turning analysis into tokenized IP, Glint enables ownership, attribution, and revenue participation. Analysts become stakeholders - not spectators.

On Glint:

Every insight is minted with metadata and provenance.

Usage metrics are public and composable.

Reputation isn’t performative - it’s measurable.

This opens new doors:
→ Analysts build portfolios based on actual usage.
→ Protocols hire based on real impact.
→ Ecosystems can trace value to its source.
It’s not just about money. It’s about recognition and representation. Analysts become nodes in an open research graph - each adding to collective intelligence, while accruing their own value.
If you’ve ever published great work that vanished into the void, this model will resonate.
Support thoughtful ownership models. Share and follow for more like this.
#GlintAnalytics

[Valerii Pupkin @PupkinValerij]

GN!
Sometimes the best plan is simply to sleep.
The world won’t fall apart if you turn off the light 🌘

[Valerii Pupkin @PupkinValerij]

@rails_xyz Early birds farming points like legends-let’s ride this hybrid rocket.

[Valerii Pupkin @PupkinValerij]

There’s Solidity, there’s Rust - and now there’s Rayls.
@RaylsLabs isn’t just writing code, they’re coding trust itself.
They’re building an ecosystem where privacy, compliance, and real-world assets finally speak the same language.

Rayls doesn’t ask for belief. Just understanding.
If you’ve read this far - you already get it. Stick around for more.
#Rayls

[Valerii Pupkin @PupkinValerij]

@rails_xyz Blending CEX speed with real custody? Rails cooking something spicy.

[Rails @rails_xyz]

Perps DEXs surpassed $1 trillion in monthly trading volume, but none combine CEX speed with true on-chain control.

Rails, a hybrid exchange, proves it can actually deliver speed, transparency, and custody that scales with it.

[Valerii Pupkin @PupkinValerij]

GM!
Sometimes the best trade is going to bed on time.
And the best start - just to begin ☀️

[Valerii Pupkin @PupkinValerij]

The market’s volatile, but you - you’re solid.
GN, goodnight, iron human 💪

[Rails @rails_xyz]

Rails is entering its next phase of growth.

Major partnerships, integrations, and ecosystem launches are approaching completion, each designed to expand access and strengthen the foundation we’ve built.

To capture this momentum, our token launch will now take place in Q1 2026.

This is a strategic decision made to align the token launch alongside key milestones that strengthen long-term growth and ecosystem sustainability.

Get the full update on our blog → https://t.co/0Qc3EvKglO