Maleekberry

Believe in whatever you’re doing

[Bahdfella™ ❤️‍🔥 @Timthadon01]

AI is running out of real people data

AI needs real human data to learn properly.

Right now, the internet is being used so fast for training AI that experts expect we could run low on usable real data between 2026 and 2032. Because of that, a lot of companies are now using synthetic data (data made by AI itself).

But there is a big issue with this.

When AI is trained on AI-made data, it starts to repeat itself.
Each new version becomes a bit worse. It loses variety, makes more mistakes, and slowly becomes less connected to how real humans actually behave. Over time, this can break the quality of the model.

So the real problem is simple.

Where do we get real human behavior for AI to learn from?

One of the best answers is gaming.

Gamers are not just pressing buttons. They are making fast decisions, solving problems, competing, trading, cooperating, and reacting in real time. This creates very rich human behavior data.

But there is another problem.

Bots.

Many gaming platforms are filled with fake accounts and automated scripts. In some cases, a large part of activity is not even human. This makes the data messy and unreliable.

And if AI learns from fake behavior, the results also become unreliable.

This is where @KGeN_IO comes in.

KGeN built something called the Verified Distribution Protocol (VeriFi). The idea is simple. Make sure the data comes from real humans, not bots.

They do this using on chain identity checks, social proofs, and behavior tracking. This helps confirm that a user is a real person who actually plays and engages, not a fake account farming activity.

This turns gaming activity into trusted human data.

And this is already working in the real world.

KGeN is making about $85.8M in annual revenue from AI companies and game studios that are paying for verified gamer data. This shows there is real demand for clean, trusted human data.

There is also an incentive for users.

The more verified your KGeN profile becomes, the more valuable your data is. A fully built gamer profile with many verified actions becomes something that companies actually want to pay for.

So instead of random users and bots, you get real human identity tied to real behavior.

The bigger picture is clear.

Bots are not just a gaming problem. They are also a problem for AI. If we do not fix this, AI will keep learning from noise instead of truth.

KGeN is trying to solve both at the same time by making sure only real humans generate the data that AI depends on.

In simple terms:

Real humans in. Fake bots out. Better AI for everyone.

[Maleekberry @Maleek_berriy]

@Gooddlovee Yes

[AEON.XYZ @AEON_Community]

Ready for the AEON Monthly AMA? 🎙️

Still unclear about our recent development around AI payments? Or curious about how AEON is driving the #AgenticEconomy forward? We want to hear from YOU!

Drop your questions to our community mod, Sly, regarding our May updates and x402 milestones below. 👇

🎁10 winners to share a $100 prize pool
📅 May 29th, 2 PM UTC
📍https://t.co/TMiPZ1Zh87

#AEON #MonthlyAMA #AgenticEconomy #AIPayment

[Maleekberry @Maleek_berriy]

@AEON_Community I can’t wait any more

[AEON.XYZ @AEON_Community]

🚀 AEON May Pioneer Program is LIVE!

As we build the future of the #AgenticEconomy, we need passionate voices like YOURS to spread the word.
Create content about AEON, climb the leaderboard and unlock your rewards!

📅 Time: May 16 – June 16, 2 PM UTC
🔗 Details: https://t.co/KwNPYOb034
👾 Earn XP on Zealy: https://t.co/Ygec7Zsjfn

#AEON #AgenticEconomy #PioneerProgram #Zealy

[Maleekberry @Maleek_berriy]

@AEON_Community Moon

[Propbase @PropbaseApp]

🚀Milestone Unlocked: $60,000+ in Rental Yield Distributed! 🚀

We’re excited to announce that Propbase has officially surpassed $60,000 in rental yield, distributed to our global community of investors!

Properties tokenized on Propbase Nexus continue to generate rental income for fractional owners.

Propbase Nexus is available across 150+ countries, with users from 33+ countries actively investing, trading tokenized real estate, and earning rental income.

These six income-generating properties in Bangkok have collectively distributed over $60,000 in rental payouts to investors through Propbase Nexus, where the assets are tokenized, rental income is distributed, and tokens are actively available for trading :

🔹 Wyndham Garden Residences
🔹 CASSIA Banyan Tree
🔹 Ramada Plaza
🔹 Wyndham Queen
🔹 Blossom Condominium Sathorn
🔹 Ramada by Wyndham Sukhumvit 87

Real assets.
Real rental distributions.
Live 24/7 marketplace liquidity on Propbase Nexus.

Momentum is building, and this is only the start. 📈

Start your real estate journey today with Propbase. Invest in premium Bangkok properties, a city that ranked as the most visited in the world in both 2024 and 2025, reflecting its global appeal, economic strength, and long-term resilience. With millions of travellers arriving each year for business and leisure, Bangkok continues to see strong hotel occupancy, steady rental demand, and sustained growth in real estate value.

🔗 Get started on Propbase Nexus: https://t.co/GS8QmHJAhV

$PROPS #RWA

[Propbase @PropbaseApp]

🎙️ Propbase X Spaces AMA is coming up!

Get ready to join the Propbase leadership team for an exclusive Ask Me Anything session, where we’ll take a deep dive into the future growth and expansion of Propbase.

🔷 New Property Developer Partnership
🔷 New Product Launch
🔷 7th Asset Offering
🔷 Platform Growth

Propbase growth and expansion AMA is scheduled for :

🗓️ Date: 28 April
🕑 Time: 2PM UTC
🔗 https://t.co/TVrW3BrlSd

Propbase leadership team - Kevin Goos and Hudson Leung, will be joining us live for this AMA! 🎙️

Don’t miss out, mark your calendars and get ready to tune in for this powerful AMA.

#Propbase #PROPS #TokenizedRealEstate #RWA #AMA #Giveaway #contest

[Maleekberry @Maleek_berriy]

@Tifehsbrown One chill Fairouz

[Exolix @exolix_com]

🎉 Celebrating 5 years of @DogelonMars with a live Space alongside @HydrexFi, @zeus_exchange and @ApeBond.

🗓️ April 23, 12:30 PM EST

Tune in: https://t.co/QuflwqLNHY

[Exolix @exolix_com]

👀 Day 2 of the Hidden Wallet Quest.

Decode the next two ↓

3️⃣ 3-8-15-9-3-5
4️⃣ nzav

[Exolix @exolix_com]

Exolix x Coinomi 🤝

We’ve partnered with @CoinomiWallet, a non-custodial, privacy-focused multi-chain wallet.

Cross-chain swaps are now available in-wallet, with a seamless flow and no account required.

Explore more: https://t.co/rSN0bXufRK

[Exolix @exolix_com]

We’re going live with @CoinomiWallet to break down our partnership, the integration, and what it unlocks.

🗓️ April 22, 6 PM CEST.

Set a reminder: https://t.co/NhbiBFCoce

[Exolix @exolix_com]

🧡 @monero has turned 12!

Over time, the protocol has evolved through a series of focused upgrades, each strengthening privacy, efficiency, and decentralization.

We’ve put together a few of the moments that shaped this path.

[Dogelon Mars @DogelonMars]

Bitcoin to Mars.

[Dogelon Mars @DogelonMars]

Proud to say ELON is back on @LBank_Exchange 🔐

https://t.co/pHxMVOSIlX

[Dogelon Mars @DogelonMars]

The aura of Dogelon is just unmatched

[Dogelon Mars @DogelonMars]

Going on a trip in my favorite rocket ship

[Dogelon Mars @DogelonMars]

New week, new possibilities

[Maleekberry @Maleek_berriy]

@Boluwapelumi1 Eat of course