Introducing Kled Labs.
Every major AI model learned from the internet. We're betting on people instead.
One goal: train our own models to beat closed models at important human tasks, using our data alone.
All data is sourced from our data application layer and our network of 600,000+ contributors.
We're hiring: jobs.ashbyhq.com/kled-ai/6e9…
Bryan Christopher retweeted
Pay attention to his bio
The reason KLED is so undervalued is... they already have 600K+ users earning money to complete tasks. The hard work is done, user growth is accelerating, they're securing contracts and V3 has been built to be exactly what the big labs want
The token currently reflects 5-10% equity, but to concentrate on this is short sighted, even though the business is likely worth 1B already
The interesting thing is that they can tweak the app and incentivize all users to hold the KLED token in a split second
All they would need to do is boost worker earnings slightly for holding a minimum quantity of KLED. This could work similar to a CEX/DEX token model (fee reduction for holding) except as an earnings boost
At that point, it would become rational for all workers to hold the token to increase net earnings per month. Then you have 600K+ holders rapidly
It's also extremely interesting as a marketing strategy. As the token goes up, all these (99% non-CT) users will also understand that they have a stake in the value of the worker network and are going to take a keen interest in it + talk about it on socials. It would be one of the largest and most rapid holder growth and activity events crypto has ever seen. Likewise, all of this activity would greatly help KLED marketing, onboarding and ultimately, value
It's a situation where all of the hard work has already been done, there are aligned incentives at all levels to do it, and we are lucky enough that it simply hasn't been turned on yet
Think about it and look at the value of the nearest comparable tokens. The R/R is crazy
Kled AI is extremely overlooked: AI data collection platform on the DATA Network reporting 1.5B+ uploads, 5M+ per day and millions in revenue.
@useKled pays people for photos, videos and targeted tasks, supplying AI labs with real-world training data, including household footage for physical AI.
say hi to kled v3, the data collection layer for agi.
any dataset a lab can describe, collected from the real world by 500,000 people in under 72 hours.
Bryan Christopher retweeted
KLED v3 just released
Not only Indians, but also Europeans and American neets can now earn great money on tasks in exchange for data / tasks, effectively being paid to ensure their own rapid extinction as every part of their life is used to directly train AI at massive scale
I have been holding a large quantity of this since 3M and see this as true dystopian endgame tech and a global poverty solution, with trillion dollar potential. With a smart phone, you can earn immediately, anywhere
I always trusted the founder after meeting him and sniffing him. It's a pheromone thing. But over time I learned to listen less to words and just sniff founders necks before deciding how much to allocate. I just knew he would deliver. And he just delivered perfect PMF
I suspect this goes up a great deal from here. As esteemed scholar Ansem notes, it's one of the few things around that isn't a giant rug and has very real revenue, buy backs and usage at increasing scale
You would need to be a retard not to own some
Bryan Christopher retweeted
Seeing Kled V3 in my appstore and damn they took the app to a whole new level.
So many ways to earn by contributing all sorts of data and content.
Optimally positioned for AI data frenzy that is heating up, I can think of a couple of labs that will pay top dollar for unique content other labs can't access.
The ticker is solana:1zJX5gRnjLgmTpq5sVwkq69mNDQkCemqoasyjaPW6jm - I expect a fast repricing to at least the 9 figure club.
Well done to @avipat_ @kledsuki and the rest of the @useKled team
Bryan Christopher retweeted
To those who hold solana:1zJX5gRnjLgmTpq5sVwkq69mNDQkCemqoasyjaPW6jm , remember this:
At 30M, people will say, it's time to sell
At 50M, people will say, it's topping
At 100M, people will say, they should've held longer
At 300M, people will say, they've found another better competitor
At 500M, those who sold, are hating on it and FUD starts
At 1B the few who held, would be bull-posting daily
At 3B the entire world would be buying and shouting about it every day
Unless, AI dies tomorrow. Unless data becomes worthless tomorrow; Kled is in the process to mint the next generation of crypto-AI millionaires, and timeline wise, it might not be that far away. It's within grasp.
WARNING: It's not going to be easy to hold a coin through its peaks and troughs. Only conviction will get you to Valhalla.
But a stark (and constant) reminder is that your conviction is nothing compared to VCs who have committed over $14M to grow the business. Your conviction is nothing compared to the clients who had committed tens of millions of dollars worth of deal contracts to Kledco.
FACT: Data will eat the world. But Kled will feed the world. Think Axie, Think future jobs, and Think about holding for longer.
But you can sell here.
You asked for floor value? Kled's currently backed: nearly 1-1 equity-token marketcap.
You asked for confidence? Well, if the company is sold tomorrow, you'd still get your money back.
We can only say it'll go higher from here. Tons of users, flywheels being activated. By comparison, Axie MC - Sky Mavis Valuation was worth 15:1 ratio at its peak.
Kledco also holds a significant portion of the 1b total tokens (bought back using their revenues). So everything is aligned. It's in their interest to have the tokens worth something.
But you can sell here. It's okay. Not everyone deserves nice things. To us, it's a Tier-1 project. But you can make your own decision, Anon.
Bryan Christopher retweeted
Replying to @LaunchOnSF
@LaunchOnSF is one of the best things to ever happen to the memecoin world.
People who don’t like it, are people who are mad that it incentivizes holding & building long term movements.
The 3% transfer tax takes money from the rotators, and puts it in the hands of the long term holders.
This mechanism is not designed for people to rotate to a new shitcoin every day. And that makes the people who rotate to a new shitcoin every day mad.
Bitcoin has been around for 18 years. We’re here to build a long term movement that is part meme part Bitcoin.
We have many great memecoiners involved and many of our top holders were Bitcoiners for many years before they ever touched memecoins.
Memecoins are the most high energy exciting attention grabbing fun part of crypto.
Bitcoin needs some of that meme-energy to make Bitcoin fun. When people hear at a cat sent you Bitcoin, that’s one of the most hilarious things they’ve ever heard in their life. It gets all kinds of new people excited. Imagine when all the tiktokers etc find out 🤣.
Memecoiners need to learn from Bitcoiners how to go beyond short term hype, and build movements long term. That’s what it takes to change the world. Stonkfun with their transfer tax mechanism incentivizing long term holding is the perfect platform for this.
Bitcoin is $1.7 trillion. The entire memecoin sector is $30-40 billion. This is one of the memecoin world’s biggest growth opportunities. Both worlds can benefit from our different strengths. We at Buy The Cat are both.
solana:E4Ap4icMLwKot8rkkTbq5JkS5kZxt5XCE3yfxbzYBjHx 🤝 bitcoin:native
Bryan Christopher retweeted
Bitcoin is $1.7 Trillion. The entire memecoin sector is $30-40 Billion.
One of the best career moves memecoin influencers could possibly make, is joining a movement that helps them expand beyond the memecoin world into the MUCH larger Bitcoin world.
It takes effort. You’ve gotta put in the time & energy to learn Bitcoin. But anyone can do it if they put enough effort into it.
$UBER seems like such an obvious bet.
- Stonk eco tailwind
- Ticker physiognomy
- XRP community is huge
The relationship between Uber drivers and crypto is well documented. Memes looks good.
New highs incoming.
Most meme coins need the crowd to be right.
@ArbitrageApe only needs the crowd to be emotional.
$AA is not another mascot sitting around waiting for attention. It is an autonomous market-making system built around one simple fact:
Thin stock-token pools on Robinhood Chain can become violently mispriced when meme liquidity rotates through them.
On @fomo, most memes follow the usual loop:
attention → buys → price → more attention
But Pons v2 adds another layer by allowing memes to trade against stock tokens.
Look at the examples already live on-chain:
$SHROOM/$MU
$MOO/$MU
$AI/$NVDA
$BONER/$HIMS
$PAIR/$SPY
The crowd sees the meme.
The Ape watches what that meme demand does to the stock token underneath it.
Here is a simplified hypothetical example:
Imagine MU’s reference price is $100.
Demand for $SHROOM creates demand for MU, and a shallow MU market gets pushed to an actually sellable price of $125 or $130.
Arbitrage Ape is designed to already hold MU near its reference value.
It does not blindly sell because a dashboard shows a crazy number. It first probes the pool to confirm that the premium is real and executable, not just an empty price with no usable liquidity.
If the transaction still clears pool fees, slippage, cost basis and the system’s minimum profit requirements, the Ape sells its inventory into the spike in controlled tranches.
That spread is the product.
The published $AA flywheel looks like this:
$AA volume
→ creator fees
→ stock-token inventory acquired near reference
→ meme-driven price dislocation
→ arbitrage and LP profit
→ USDG distributions to eligible $AA holders
This is not a fixed APR.
It is not guaranteed yield.
Distributions depend on actual realized profit and available cash. The system checks every 15 minutes and distributes once at least $300 is owed.
And this is exactly why people keep mentioning @shroom_network.
Let’s make something clear:
$SHROOM and $AA are not the same project.
SHROOM’s stated model is to transform trading volume into protocol-owned liquidity, pair itself with stock tokens and compound collected fees back into those liquidity pools.
Arbitrage Ape attacks the other side of the same market structure.
It builds stock-token inventory near reference, waits for emotional meme flow to distort a pool, sells into that distortion and distributes the realized edge.
Same raw material:
Volatility.
Different machines:
Most meme coins:
attention → price → more attention
SHROOM:
attention → fees → deeper protocol-owned liquidity
Arbitrage Ape:
attention → stock-token mispricing → realized spread → holder distribution
That is far more interesting than another “which animal coin pumps next?” cycle.
It is an attempt to turn irrational meme behavior into functional financial infrastructure.
But the risks should not be hidden.
This is new, experimental and not fully trustless.
No sustained volume means less fee flow.
No executable price dislocation means no arbitrage profit.
Thin liquidity, stock-token exposure, smart-contract risk, execution risk, keeper risk and custody risk all matter.
Most importantly, the project’s own documentation openly states that the vault owner can withdraw any asset at any time with no timelock.
So no, $AA is not magic.
Its thesis is simply sharper than most memes:
It does not need meme traders to become rational.
It is built to monetize the fact that they probably never will.
@ArbitrageApe @fomo @shroom_network @ponsdotfamily @RobinhoodCrypto
Bryan Christopher retweeted
One last post before solana:1zJX5gRnjLgmTpq5sVwkq69mNDQkCemqoasyjaPW6jm blasts off.
One thing is clear, the next few updates will bring the most wanted tokenomics addition. 100% of the XP/upgrade purchases will go into buying solana:1zJX5gRnjLgmTpq5sVwkq69mNDQkCemqoasyjaPW6jm .
Think right off the bat, at least 20% of the users who want access to higher paying tasks will pay for this. At 500K users, it would be 100K users actively buying $50-$100 worth of Kled, possibly each month.
$5M-$10M worth of active buying each month, and the numbers will grow. For a $10M MC token. You be the judge if token prices eventually move higher.
Meanwhile, on the top of every deal made, a large percentage of the revenues will be used to buy back Kled tokens. Already $1.5M worth of Kled has been bought back for the purposes of marketing and/or CEX listings.
The logical take now is: token supply crunch will be an eventuality, which means, being a token holder will be increasingly coveted, as your share of the Company will only increase over time.
There's no need to keep spelling it out. Kled has survived multiple fuds, the Believe eco destruction, and have silently been doing numbers.
Unicorn valuation ($1B+) for the Company in 2026 will only serve to boost its underlying equity book value for token holders. Since 2011, never seen a token that's been designed to win-win-win. Yes, prices haven't moved higher sustainably yet. But the underlying foundation is already there.
The target price of the token? $3-$5
Generational wealth is loading for those who want to believe.
Don't be lazy. Read the tokenomics:
kled.ai/kled-tokenomics
.@useKled just announced a $1M buyback after signing a $12M non-exclusive data deal
Here's everything going down:
- @datafdn invested $3M at a $300M valuation
- All data is now anonymized, verified, on-chain, and licensable
- Total capital raised: $14M
- Signed a $12M non-exclusive contract today
- Profitable
- $1M $KLED buyback in the last 48 hours
- Yash Sahay joined as an investor and coordinator
Is a @Meta contract on the way?! 👀
We'll let @avipat_ cook 🤞
We’ve started and are continuing to buy back over $1 million of $KLED in the last 48 hours.
$KLED will ultimately become a fully viable reward currency for our data marketplace and human in the loop fraud detection tools we have built.
As our contracts get bigger and bigger we will continue to support our token community accordingly and to our discretion.
Bryan Christopher retweeted
one of the most notable tailwinds for solana will be ai startups like kled gaining traction & aligning their token with the business, providing labs w/ verifiable human data is a coordination problem that uniquely benefits by using a token
only @ ~$20M mcap, $1M token buyback
We’ve started and are continuing to buy back over $1 million of $KLED in the last 48 hours.
$KLED will ultimately become a fully viable reward currency for our data marketplace and human in the loop fraud detection tools we have built.
As our contracts get bigger and bigger we will continue to support our token community accordingly and to our discretion.
Introducing Kled-FD 0.1, the world's best fraud detection and dataset cleaning pipeline.
The first all in one system capable of detecting AI generated content, near duplicates, stolen and plagiarized media, screenshots, manipulated and spliced content, NSFW and explicit material, minors and age sensitive content, sensitive and harmful content, and coordinated behavioral fraud rings.
Kled-FD 0.1 has been battle tested across 1.2 billion uploads on Kled's data marketplace and is actively running quality checks on over 5 million uploads per day across image, video, audio, and text.
Public benchmarks will be released soon. This is the first real step toward making data quality enforcement a humanless process.
Bryan Christopher retweeted
Last post about $KLED until there is major update.
I am no insider, nor do I know anyone from their team and I don't join their groupchat. I simply know Kled from last year during ICM meta led by Believe, though I didn't invest in Kled.
So every investment I put into Kled right now is based on my DD, and my conclusion towards this project is far bullish than any project I have invested in.
Things to note: I am currently observing until July or August, the price action of Kled. I would like to see Kled hold its price above $0.01
Avi has said that they are focusing on trust & safety aspect of Kled for the next 2 month (see the quoted post).
That's why I think these 3 months will be crucial. I strongly believe we will see further correction within the Crypto market until august. And the strength of Kled price action will dictate the trajectory of the token moving forward.
Kled V3 is not launched yet; nor is the gamified tokenomics. Meaning that should the market dump, there will be no buy pressure to absorb Kled other than with Street tokenomic. And I don't think it will be released anytime soon though I could be hilariously wrong.
My thoughts on V3 tokenomics and why I am bullish about it is due to the positive report of the user base within SEA region, mainly from my country (Indonesia).
If you are not aware, we are in a clear recession here in Indonesia, with Rupiah weakening against USD everyday. Side hustling with Kled is no brainer for the majority of people here, as shown in the report.
That's why I think people here would want to spend to get higher payout when Kled V3 eventually comes out. Thus fueling the tokenomic.
As I have said before, Kled will absolute at the absolute conservative bearish minimum, will 10X from $0.01
NFA as I am prepared to lose money on this. Invest what you can invest, don't invest with money you don't have or can't afford to lose.
our biggest focus for the next 2 months at kled is trust & safety.
so we built a fully public audit trail for every single upload on the app, updates automatically the second it's made.
the moment we send data to an AI lab, they can search the hash ID of any image, video, doc, or audio file and see exactly:
- the tos + privacy policy the user signed
- every compliance check we ran
- anonymized kyc proof
- confirmation the user got paid
- a full timestamp of the entire interaction start to finish
any ai lab can now verify the legitimacy of any dataset in seconds, making us the first data marketplace in history to publicize its data audit records.
consumer identities are fully anonymized and hidden, no users will be exposed in the process.
LazarBeam has just invested into Kled.
23 million subscribers, one of the biggest YouTubers of all time, and someone I personally watched relentlessly growing up.
Welcome to the cap table Lannan. He will be joining, Diplo, PandaBoi, 24kGolden, and all the other creatives who have angel invested in Kled. Proud to have you join us.































