There are only 10h left for this Openledger event on Cookie ~
@cookiedotfun @OpenledgerHQ
I was lazy for a long time, always posting about Sapien, and finally the snapshot was fixed at over 80... In the last 10 hours, I will post one more about Openledger.
Today I'm going to talk about how I just finished reading the technical documentation from @OpenledgerHQ, and I can't help but share my thoughts.
I admit that this framework has made breakthroughs in AI deployment efficiency, but it still falls short of being "revolutionary."
1. The reduction of memory usage from 40-50 GB to 8-12 GB is a h

I encountered something interesting at the café in the morning:
Two programmers at the next table are debating the quality of AI training data. One says, "Now the data labeling farms are all robots," and the other replies, "At least you have to prove you are a real person first."
As a result, the two of them argued more and more fiercely, and in the end, the waiter came over and asked if they could first prove that they were not robots? The whole place burst into laughter...
This joke seems like a prophetic vision now—@Billions_ntwk and @JoinSapien's collaboration just happened to solve this d

Last Saturday, Grandma suddenly wanted to eat the kind of "jiao jiao tang" that she used to have at the school gate when she was a child.
I ran all over the city but couldn't find it. In the end, I met an old man pushing an old bicycle at the back gate of an elementary school. There was a sign on the bike that had some paint chipped off: "Stir it for 0.5 yuan a turn."
The syrup still has that malt flavor, but the old man uses a QR code for payment.
I posted the video in the family group, and within three seconds, all my aunts and uncles were @ing me:
Send me your location! By the time I turn a

Various projects are emerging endlessly in this year's AI track.
So can AI be trusted? Whose data is it?
OpenLedger turns this question into code: every browse, every click, first mint a PoA contribution certificate on the chain, then flow into a verifiable model factory.
Data sovereignty is no longer just a slogan, but an NFT asset that can be transferred, distributed as dividends, and destroyed within your wallet.
In the past, we exchanged privacy for services.
Now, OpenLedger allows services to work for privacy in return:
🐙Lagrange opens up the AI black box of DeFi risk control, making zer

Gate activities are back again! Alpha is launching!
Brothers and sisters, charge! This time Gate is directly throwing 1 million LN airdrop in our faces, if you don't grab it, you're really letting yourself down!
LN (Lnfi Network) has just entered Alpha, from July 25th 11:00 to July 30th 15:59 (UTC), just these few days, don't miss out!
The gameplay is simple and straightforward:
1️⃣ Top Achievers: Purchase 500U worth of LN, squeeze into the top 100, and directly receive 2000 LN (≈100U), feel amazing!
2️⃣ Speedy Hands Group: The first 2000 who buy a full 100U will receive 200 LN (≈10U) for free

#Sapien is actually not a high-end project; it's simple: you use your phone while helping AI work, and when AI makes money, you get a share.
Led by former Coinbase executives, 1.2 million people have clocked in, tasks have been completed 85 million times, $15.5 million has just been credited, and the token TGE will be launched soon.
Don't wait for the giants to ruin AI, let's take a seat first.
👉

Damn! I got carried away brushing Sapien today and almost missed my takeout!
Brothers, let me tell you, I was originally thinking of slacking off for 10 minutes today, but I ended up diving headfirst into the annotation tasks for Sapien and worked for a whole hour! This thing just can't be stopped—
🤳 True Zero Threshold
It's just about tagging photos of cats and dogs, choosing between "cute" or "super cute" (I selected the latter for all). Even my mom can play! The girl next to me on the subway saw me tapping the screen like crazy and thought I was playing "Sheep a Sheep."
💰 The sound of poi

Forget the leaderboard, go back to basics: why I still bet on Sapien
When you stare at the scoreboard, the ball is already lost.
Two weeks ago, I was still proud of being in the top 10 of Sapien's daily Snaps leaderboard: just a tap of the finger, and I held steady. Until the official progress bar jumped from 30% to 50%, my ranking dropped off the list.
It was at that moment I realized: the true alpha is always hidden in the "game mechanics," not in the "game scores."
So I closed the ranking page and re-examined the project itself, and the conclusion is only one sentence - the fundamentals of

$M is truly crazy today!
This wave of market movements really caught people off guard, yet it is hard to resist!
Other projects are researching full-chain architecture and DePIN, but M has taken a different approach and dived headfirst into the world of memes.
Funny videos and integrating posts into incentive mechanisms may seem unprofessional, but they actually capture the hearts of users.
This unique gameplay makes on-chain data extremely popular, and everyone is having more and more fun, completely unable to stop!
Just a couple of days ago, M launched a big move - the native M cross-chain f

Hello everyone, I'm Ha Mei~

Memex's staking mechanism has its own understanding from Ha Mei, and today I'll break down how this mechanism actually works.
First, let's state the conclusion:
Compared to other platforms, Memex's staking design better aligns with the characteristics of meme culture - simple and straightforward but with a deep binding mechanism.
Then let's take a look at the basic data:
- Base annualized 75% (this is considered above average in the meme platform)
- Stake to earn $stM (1:1 pegged)
- $stM can be used for Arena battles and ranking matches.
This design directly trans

Hello everyone, I am Ha Mei~
The last sprint of the UXLINK fourth quarter airdrop is less than 10 days away, and this design really has something to it...
❤️I took a close look at their data:
55 million registrations, 1.5 million holders, covering 100+ countries.
The ability to achieve this scale in the Web3 social track indicates that the product concept is correct.
Many projects are still educating users on "what is blockchain", while UXLINK directly hides the chain behind the experience.
❤️This is the solution the mass market needs:
1⃣ .OAOG Account System - One account to rule them all, th

#Sapien This trap of gameplay really has something to it, essentially reconstructing the production process of AI data.
Traditional AI training data collection involves intermediaries making a profit, and the quality is also uncontrollable.
Now, through the on-chain reputation system + incentive mechanism, we directly turn the cognitive abilities of humanity worldwide into programmable assets.
In simple terms, you can earn money by contributing knowledge/annotating data, and the higher your reputation, the higher the unit price of the tasks.
Currently, we have met the needs of major clients li