1. Grabbing grass, awesome, someone has created an AI that completely understands K-line trading charts, with a win rate of 93%.
2. It was trained on 12 billion data points from 45 exchanges, with an accuracy rate 93% higher than all similar models, and a real-time demonstration of Bitcoin is available for free.
3. This AI is called Kronos.
4. It is the first open-source foundational model specifically designed for financial markets, not a general AI repurposed for finance, but a professional financial AI that inherently understands K-line patterns.
5. Other models treat financial data like meteorological data and analyze it randomly, while Kronos processes it strictly according to the logic of financial data.
6. It can achieve the following: - Price prediction: Input the K-line, and it can predict future trends - Volatility prediction: Calculate the upcoming volatility of assets in advance - Zero-shot adaptation: No extra tuning is needed, usable for any asset, any market, any period - Coverage of 45 exchanges: Binance, NYSE, NASDAQ, London Stock Exchange, and other 45 mainstream platforms - 4 model sizes: A 4 million parameter version can run on a notebook, and the 499 million parameter version is highly accurate - Real-time demonstrations are online: BTC/USDT 24-hour trend predictions, updated every hour.
7. The most exaggerated part is: - Accuracy is 93% higher than mainstream time series models - 87% higher than top non-pretrained benchmark models - Zero-shot throughout, no tuning required, ready to use.
8. Hedge funds spend millions creating exclusive models, Bloomberg terminals cost $24,000 a year.
9. But Kronos can run on a notebook, requires just a few lines of Python code to invoke, and is completely free.
10. Developed by Tsinghua University, selected for the AAAI Artificial Intelligence conference in 2026, and the model is listed on Hugging Face.
11. GitHub has gained 11,600 stars, 2,400 forks, and uses the MIT open-source license.
Does anyone still remember the $ZBT ZBT wallet activity? The rewards were quite generous. When the first phase just came out, to be honest, most people were not very optimistic. I was also trying it out with a casual attitude, just casually tossed in some funds, roughly around 100U 🤔 I didn't expect the first phase's returns to completely surprise me. Later, when the second phase started, the trend clearly changed. A bunch of people started rushing in, and I also increased my position a bit, the second phase directly deposited 10000U. The results were clear: Besides receiving the ZBT rewards, the annualized return was roughly around 12%, just that with more participants, the rewards were obviously diluted. Now looking back, I can see: 👉 The first phase was a bonus for taking risks 👉 The second phase was a bonus for scale 👉 Moving forward, more of it is just the earnings of stable participants. @ZEROBASE The project team was really active during that time, often coming out to chat with everyone, discuss topics, and respond to the community. Many opportunities, it's not that you don't understand, it's that you are too cautious. #ZBT #Zerobase
The guaranteed return of 400U+ is something I honestly didn't believe at first. I calculated the accounts several times, even specifically compared them with data from previous similar Pre projects, and I could only come to one conclusion: Either the project party is really offering benefits, or this is the first time I've seen such outrageous odds structure. BTW has clearly stated that the TGE will start on March 2, and there is basically no doubt about that. According to the current rules, if you deposit 10,000 U, you can receive 20,000 tokens. If you reference the performance of past projects in the same track and at the same stage, as long as the market cap at launch touches around 200 million USD,
🚀 Recently, I've been seriously researching the newly launched on Binance. As for the activity, to be honest, after reading the rules, I only have one feeling: The certainty this time is really a bit exaggerated. Many people, upon seeing 'creation activities' and 'points ranking', their first reaction is: Is it going to be another crazy retweeting? Is it necessary to recruit people, gain attention, and go through a bunch of useless tasks? Isn't the trading volume often tens of thousands, and in the end, the fees wear people down? But ROBO this time is obviously going in the opposite direction. Let's talk about the core profit logic first 👇 The entire activity consists of three phases of snapshots, with only the top 100 in each phase.
Join to receive physical rewards! Mr. Tang is amazing, Binance is amazing. I guessed yesterday that Mr. Tang, such a generous person, wouldn't be stingy with airdrops every time. Can it be that the ZBT which previously gave you airdrops of 30u for staking 50u in the wallet's Booster is a bad deal? Truly impressive. This time it indeed changed from 20 to 100 participants, I hopped on yesterday, what are you all hesitating for? Just get on and it's done! Last time I made 300u from xpl. This time it definitely won't be worse, looking forward to Mr. Tang continuing to increase the benefits for everyone! 😋 #zerobase $ZBT @ZEROBASE ZEROBASE
Does anyone still remember the $ZBT ZBT wallet event? When the first phase just came out, to be honest, most people were not very optimistic. I was also trying it out at the time, just casually tossed in a bit, around 100U 🤔 I didn't expect the first phase returns to come out and completely stunned me. Later, when the second phase started, the trend clearly changed. A bunch of people began to rush in, and I also increased my position a bit, the second phase directly deposited 10000U. The results were clear: Besides receiving ZBT rewards, the annualized return was around 12%, just that with more participants, the rewards were clearly diluted. Now looking back, I realize: 👉 The first phase was a risk bonus 👉 The second phase was a scale bonus 👉 Moving forward, more it’s just the steady participants' returns @ZEROBASE The project party was really active during that time, often coming out to chat with everyone, talk topics, and respond to the community. Many opportunities, it’s not that you don’t understand, it’s just that you are too cautious.@ZEROBASE #ZBT #Zerobase #zerobaseairdrop
Brothers, wake up! Binance Square is practically a super blue ocean for making money right now! Stop staring blankly at the K-line, others are already making a fortune quietly in the square! Just a casual analysis of a project or sharing an opinion can easily bring in hundreds of U, with cases of even thousands of U being common. The best part is: it’s really not as competitive as one might think! Many project task reward pools are casually in the millions of token vouchers (like the recent ROBO with 8.6 million, and the previous FOGO/ZBT/MIRA, etc.), but there actually aren’t that many creators seriously producing content; if you have strong execution in the front row, you can easily push ahead.
In October, Alpha really allows you to earn money easily. I participated in the new issue before. in the new issue, distributed 358 coins, plus 559 coins from the Bootser task, a total of 944 coins, sold for 747u at the highest price of 1u per coin. Unfortunately, I was too greedy and didn't escape at the peak. Now Alpha has a monthly depreciation of at least 48u, receiving two airdrops of 60u, with a total profit of only 12u in a month. Brothers, I really can't hold on any longer. When can we return to the past? #Zerobase @ZEROBASE In October, Alpha really allows you to earn money easily. I participated in the new issue before.in the new issue, distributed 358 coins, plus 559 coins from the Bootser task, a total of 944 coins, sold for 747u at the highest price of 1u per coin. Unfortunately, I was too greedy and didn't escape at the peak. Now Alpha has a monthly depreciation of at least 48u, receiving two airdrops of 60u, with a total profit of only 12u in a month. Brothers, I really can't hold on any longer. When can we return to the past? #Zerobase @ZEROBASE In October, Alpha really allows you to earn money easily. I participated in the new issue before.
In October, Alpha was really easy to profit from; I participated in a new share allocation before. I received 358 coins from the new share allocation, plus 559 coins from the Bootser task, totaling nearly thousands of coins. I sold about 1000 oil at a peak price of 1u per coin. Unfortunately, I was too greedy and didn't cash out at the top. Now Alpha has depreciated at least 48u in a month, and I've received two airdrops worth 60u. My total profit is only 12u in a month. Brothers, I really can't hold on any longer. When can we return to the past?
The Alpha in the month of #zerobase $ZBT 10 is really easy to earn by just playing around. I previously participated in the IPO of $ZBT and received 358 coins, plus 559 coins from the Bootser task, totaling 944 coins, which I sold for 747u. At that time, the highest price was 1u per coin, but unfortunately, I was too greedy and didn't cash out at the peak. Now, Alpha has at least 48u in monthly depreciation, and after receiving two airdrops worth 60u, the total profit is only 12u a month. Brothers, I really can't hold on any longer. When can we return to the past? @ZEROBASE
I said stop brushing, stop brushing, but you have to brush. Two cryptocurrency friends, one with 30u and the other with 25u. There are no stable 4x coins left, the remaining ones are too squeezed. Everyone can quit their jobs; tonight I will specifically write a post about why you shouldn't brush. If you brush, it can only be 14 minutes.
I glanced at the financial ranking of $FOGO and my heart broke instantly. When the event first started, buying a 10u fixed deposit could get you into the Top 1000 to participate in a lottery for a small chance at a big gain. I didn't expect that now, looking again, I'm almost outside the top two thousand. However, the price of this token has been driven up by all of you, and redeeming it should still earn me a few u. (Next time I participate in such financial ranking activities, I should only check it in the last few days. By the way, if I had opened a long position on the first day, could I have earned more? 🤓) Once the financial activity ends, I'll find a point to open a short position; maybe I can earn a bit more. @Fogo Official #Fogo
The latest pre TGE is here, starting from 8 to 10 PM. BNB has now dropped to 600, and I don't know how many times we will hit this time. The current market condition and projects that are willing to come to TGE to distribute chips make me admire your courage. I hope we can rally the market. I estimate that hitting the full rules this time will require 5 or more BNB. The activity of Xpl@Plasma will end at 5 PM on the 12th. Although the tokens have been halved, they are still quite valuable, after all, only 500 people will receive them, but those with high scores will receive more. Therefore, it is still necessary to work hard to write articles and strive for a hit. Traffic means money #Plasma $XPL #Plasma
#vanar $VANRY @Vanar ZAMA has finished and my hedging has been great, today I want to talk about MGEA, this coin is definitely going to have a TGE, don't just look at its Twitter saying it won't give out free coins, but participating in a new token launch doesn't count as free distribution, if it doesn't have a TGE, I'll eat shit upside down. So hedging is possible, if there's no trickery, it will be like ZAMA which is almost for nothing, the cost of the MEGA new token launch should be 0.05, so the profit is 150% ZAMA has finished and my hedging has been great.
#walrus $WAL @Walrus 🦭/acc 吧 #walrus $WAL @Walrus 🦭/acc ZAMA has ended, and I enjoyed the hedging with it. Today, let's talk about MGEA. This coin is definitely going to have a TGE. Don't be fooled by its Twitter claiming no free coins, as participating in the new token sale doesn't count as free coins. If it doesn't go to TGE, I'll eat shit upside down. So, hedging is possible now. If there's no trickery, it feels like ZAMA is almost in vain. The cost of participating in the MEGA new token sale should be 0.05, which means a profit of 150%. ZAMA has ended, and I enjoyed the hedging with it.
#walrus $WAL @Walrus 🦭/acc ZAMA has ended, and I feel great about the hedging I did with it. Today, let's talk about MGEA; this coin is definitely going to have a TGE. Don't be fooled by its Twitter saying it's not giving away free coins, because participating in the new listing doesn't count as a free giveaway. If it doesn't have a TGE, I’d be willing to eat shit upside down. So, hedging is possible now; if we don't play tricks, it would be like ZAMA was almost for nothing. The cost for MEGA’s new listing should be 0.05, so the profit is about 150%. ZAMA has ended, and I feel great about the hedging I did with it. Today, let's talk about MGEA; this coin is definitely going to have a TGE. Don't be fooled by its Twitter saying it's not giving away free coins, because participating in the new listing doesn't count as a free giveaway. If it doesn't have a TGE, I’d be willing to eat shit upside down. So, hedging is possible now; if we don't play tricks, it would be like ZAMA was almost for nothing. The cost for MEGA’s new listing should be 0.05, so the profit is about 150%.
#dusk $DUSK @Dusk ZAMA has ended, and my hedging has been great. Today, let's talk about MGEA. This coin is definitely going to have a TGE. Don't be misled by its Twitter saying they won't give away coins for free; participating in the new token launch doesn’t count as a free giveaway. If it doesn’t go to TGE, I’d rather eat shit upside down. So, it can be hedged now. If it’s not a trick, it’s almost like zama has been in vain. The cost of participating in the MEGA new token launch should be 0.05, which means a profit of 150%.
#plasma $XPL ZAMA has finished and I’m feeling great about my hedging. Today, let’s talk about MGEA, this coin is definitely going to have a TGE. Don’t be fooled by its Twitter saying it won’t give away coins for free, but participating in a new token sale doesn’t count as free distribution. If it doesn’t go to TGE, I’d rather eat shit upside down. So, hedging is possible. Without a strategy, it’s like ZAMA is almost wasted effort. The cost for participating in MEGA’s new token sale should be 0.05, so the profit is 150%. If you invest 100, you can earn a profit of 150, that’s enough, don’t be greedy, just wait and see. @Plasma #plasma $XPL plasma now transfers with zero fees.
ZAMA has ended the good times with my hedging. Today, let's talk about MGEA. This coin is 100% going to TGE. Don't be fooled by their Twitter saying they won't give away coins for free; participating in the new listing doesn't count as a free giveaway. If it doesn't go to TGE, I will eat shit upside down. So it can be hedged now. If you're not playing tricks, it feels like ZAMA is almost wasted. The cost of MEGA's new listing should be 0.05, so the profit is 150%. If you invest 100, you'll have a profit of 150. That's enough, don't be greedy, just wait and see. @Plasma #plasma $XPL plasma now has zero transfer fees. ZAMA has ended the good times with my hedging. Today, let's talk about MGEA. This coin is 100% going to TGE. Don't be fooled by their Twitter saying they won't give away coins for free; participating in the new listing doesn't count as a free giveaway. If it doesn't go to TGE, I will eat shit upside down. So it can be hedged now. If you're not playing tricks, it feels like ZAMA is almost wasted. The cost of MEGA's new listing should be 0.05, so the profit is 150%. If you invest 100, you'll have a profit of 150. That's enough, don't be greedy, just wait and see. @Plasma #plasma $XPL plasma now has zero transfer fees. ZAMA has ended the good times with my hedging. Today, let's talk about MGEA. This coin is 100% going to TGE. Don't be fooled by their Twitter saying they won't give away coins for free; participating in the new listing doesn't count as a free giveaway. If it doesn't go to TGE, I will eat shit upside down. So it can be hedged now. If you're not playing tricks, it feels like ZAMA is almost wasted. The cost of MEGA's new listing should be 0.05, so the profit is 150%. If you invest 100, you'll have a profit of 150. That's enough, don't be greedy, just wait and see. @Plasma #plasma $XPL plasma now has zero transfer fees. ZAMA has ended the good times with my hedging. Today, let's talk about MGEA. This coin is 100% going to TGE. Don't be fooled by their Twitter saying they won't give away coins for free; participating in the new listing doesn't count as a free giveaway. If it doesn't go to TGE, I will eat shit upside down. So it can be hedged now. If you're not playing tricks, it feels like ZAMA is almost wasted. The cost of MEGA's new listing should be 0.05, so the profit is 150%. If you invest 100, you'll have a profit of 150. That's enough, don't be greedy, just wait and see.@Plasma #plasma plasma now has zero transfer fees.