116873
Contact for any queries @Steffendude
Building Trust in AI
As AI becomes more central to human activity, concerns about tampering, manipulation, and adversarial attacks only continue to grow. AI models, especially those handling critical decisions, must be resistant to attacks that would corrupt their outputs. Of course, we want AI applications to be safe. It’s not just about AI safety in the typical sense (i.e., fears of AI going rogue) but also about creating a trustless environment where the model itself is easily verifiable.
In a world where models proliferate, we're essentially living our lives guided by AI. As the number of models grows, so too does the potential for attacks where the integrity of the model is undermined. This is particularly worrisome in scenarios where the output of an AI model might not be what it seems.
By integrating ZK cryptography into AI, we can start building trust and accountability in these models now. Like an SSL certificate or security badge in your web browser, there will likely be a symbol for AI verifiability — one that guarantees the model you’re interacting with is what you expect.
#GOLD UPDATE :
#GOLD dropped after the trendline break and eventually broke the $3,300 area. With that, price nearly reached the support zone (grey box) as mentioned and took a ride off. Well, a resistance TL also broke and expecting a push in higher prices sooner. Area of $3330 looks sweet area for buys with confirmation.
Here's the Analysis of #DIA :
#DIA is been hovering over the Major Support Zone of $0.29 - $0.32 with that price made a break the falling Wedge Pattern and Still it have chances of going lower as it forming a Bear Flag, so try for shorting and longs looks low probable.
This shift has triggered a major spike in the Short-Term Holder Realized Profit/Loss Ratio. Realized profit volumes now massively outweigh losses, with only 8% of trading days showing higher P/L Ratio levels.
Historically, such elevated values occur during strong bullish impulses but also near local and global tops. Excessive profit-taking can overwhelm new demand inflows, creating overhead supply resistance.
#BTC on weekly TF closed kinda bearish and on Daily its retracing now. Currently, its forming a small bear flag which could lead in bearish move as price is on a key resistance area too. Be careful before opening high leverage longs.
Читать полностью…
How Does ZK Verify ML Models ?
Machine learning (ML), a subset of AI, is known for its heavy computational demands, requiring vast amounts of data processing to simulate human adaptation and decision-making. From image recognition to predictive analytics, ML models are gearing up to transform almost every industry—if they haven’t already—but they are also pushing the limits of computation. So how do we verify and attest that ML models are authentic by using blockchains, where onchain operations can be prohibitively expensive?
We need a provable way to trust AI models, so that we know that the model we’re using hasn’t been tampered with or falsely advertised. When you make ChatGPT queries about a new hobby or a favorite film director, you probably trust the model being used, and it’s not the end of the world if the quality of responses goes down here and there. However, in industries like finance and healthcare, accuracy and reliability are critical. One mistake could have cascading negative economic effects around the world.
This is where ZK plays a pivotal role. By leveraging ZK proofs, ML computations can still be executed offchain, while also having onchain verification. This opens up new avenues for deploying AI models in blockchain applications.
Massive Buy Walls Detected!
#YOLO is showing immense strength.
https://www.mexc.com/exchange/YOLO_USDT
Buckle up for the next level! 🚀✌️
BUYING #YOLO/USDT
MEGA PUMP SIGNAL: #YOLO
https://www.mexc.com/exchange/YOLO_USDT
Buy and hold for massive profits🚀
Dear members,
1 hour left until the MEGA PUMP!
A massive 30X PUMP is about to happen in only 60 minutes. We will be using USDT to buy this call, make sure you have “USDT” in your MEXC SPOT ACCOUNT.
Dear members,
3 hours left until the biggest MEGA PUMP on MEXC!
- Our target will be +3000% gains today on MEXC exchange for MEGA PUMP SIGNAL.
- We will be using the USDT pairing to buy, make sure you have USDT in your MEXC spot account to buy the coin.
- Hundreds of thousands of traders will be buying at once, make sure you buy early before outsiders do.
- If you plan to use your whole balance, you can buy using 75% of your balance initially at market price, use the remaining of your balance to place buy orders!
- When you buy the coin and it's time to sell, never sell on the buy supports! Instead sell slowly in parts as the price goes up.
- After buying, we highly suggest to place buy orders below the market price as the price moves up.
Following record improvements in Short-Term Holder profitability, many recent dip buyers are switching to profit-taking to capitalize on market strength.
As price accelerated past the STH cost-basis of $93k and broke decisively above it, profit-taking activity surged to $747M/day.
Over the past 30 days, STH cumulative realized profit totaled $11.4B - a dramatic increase from just $1.2B in the previous 30-day period, highlighting the sharp rebound in new investor sentiment and spending behavior.
Exactly 12 hours left for the biggest MEGA PUMP SIGNAL EVER, expect profits of no less than 3,000% and a volume never seen before, our big whales will be pushing price up for hours after our initial signal, getting the biggest volume from outside traders, and making sure all our members make huge profits again!
Make sure you have “USDT” in your MEXC spot account. Be ready at 5PM GMT today.
Dear members,
Exactly 24 hours left for our biggest MEXC MEGA PUMP SIGNAL in history!! We expect the maximum number of participants in this event, reaching millions of traders from every corner of the world. The whales we have on our team for this pump are the biggest we’ve ever had, We’ll be constantly pushing the price higher, not likely seeing many retracements. Buying and holding as soon as the signal is announced will be the most profitable strategy.
We expect this signal to make everyone +3000% profits very quickly, stay tuned for more updates to come leading up to the signal. Big reminder that we are doing the MEGA PUMP SIGNAL on MEXC tomorrow at 5PM GMT.
#RENDER moved good now, 17% in profits and still running. Now you trail or books something here and wait for further updates. We're Still targeting $3.5 area.
Читать полностью…
Here’s the Analysis of #MAV :
#MAV slipped below the listing price and kinda moving in the range too. Price now again dropping and price might a lower low. The listing price is at $0.049, and once price slides below it and closes then we can see a continuation drop in it s o take it accordingly.
The Sell-Side Risk Ratio complements this analysis by assessing market equilibrium from existing holders' perspective:
High values: Investors spend coins at large profit/loss relative to cost basis, indicating need for market re-equilibrium and typically following high volatility moves.
Low values: Coins spent near break-even cost basis, suggesting equilibrium reached and profit/loss exhaustion within current range, typically in low volatility environments.
For Short-Term Holders, the Sell-Side Risk Ratio shows a sharp uptick but remains well below levels seen at major peaks. This suggests potential room for continued rally, as investors aren't yet locking in excessive profits relative to total holdings.
#BTC still hovering over the area of resistance and now tapped deep into the zone, Still over there, nothing to expect much have to wait for the price for move or develop more price action / candles to predict.
Читать полностью…
#US30 UPDATE :
#US30 still moving into consolidation nothing much happened yet. Price still hovering below resistance and need to wait for some sort of breakout.
YOLO/USDT Mega Pump Signal Update - 🚀🔥
BOOM! #YOLO just ignited a MIND-BLOWING 1223% PUMP today, and our unstoppable community raked in MASSIVE profits! 💰💥 We’re absolutely thrilled to see so many of you surfing this colossal wave to life-changing gains—THIS is what we live for!
The stats? INSANE. We achieved over 150k USDT in trading volume and hit a peak of 12X+ gains, The YOLO/USDT pump was explosive from the start! The second-minute candle closed higher than the first, the third retested, and the fourth hit the peak, creating a prime profit window. Fast movers locked in serious profits!
We aimed for a 2000%+ moonshot, and while some bag holders from old pumps slightly tamed the climb, let’s be real—#YOLO still DOMINATED, snagging the #1 gainer spot on MEXC! Whales couldn’t resist—they dove in right after our crew lit the fuse! 🐳💪
The buzz around #YOLO is EXPLODING worldwide, with top-tier players shouting its name louder than ever. KEEP YOUR EYES PEELED for our next signal drop! 🚀✨
MEGA PUMP Alert!
https://www.mexc.com/exchange/YOLO_USDT
#YOLO is blowing up. don’t wait! 🚀🔥
🌊 Ride the Pump Wave!
https://www.mexc.com/exchange/YOLO_USDT
#YOLO is set to break all records. Don’t be left behind! 🚀🔥
30 minutes left until the MEGA PUMP SIGNAL on MEXC! Make sure you have USDT available in your SPOT account.
Official Target: 3000% gains🚀
2 hours left until the MEGA PUMP SIGNAL on MEXC! Things are looking great for us and we will definetly be expecting a 30X pump!
Here is a list of things you need to know before the signal:
- The faster you buy the more profit you will make, buying early is the most important factor that will determine your profits.
- If you are using market buy , using the 100% option won't work , instead use between 75% and below.
- The MEGA PUMP will be free for all and on MEXC, the signal will be given on all our telegram groups at the same time
📣 6 hours remaining until MEGA PUMP SIGNAL on MEXC!
Our signal will be free for all and everyone will receive the coin name at the exact same time.
A few tips before we begin : Buying early and fast is very important! Make sure to be active during the PUMP. If you buy and sell for a profit we suggest adding a buy order at a lower level afterwards to ride the waves and help support the pump, never sell on the buy supports! Instead sell slowly in parts as the price goes up.
We are aiming at 3000% gains today possibly even more, make sure you have “USDT” in your MEXC spot account.
#BITCOIN WEEKLY TF UPDATE :
#BITCOIN on WEEKLY TF, didn't closed the Doji candlestick but yes a correction happened back to the support zone. Price now retesting the area, let see how it goes, with the closing. The stronger the close the continuation of dropping probability is.
Here's the Analysis of #PORTO :
#PORTO printed a new Lower low nearly 2 months ago, with that flipping the major area around $1.00 - $1.07. right now, price is dropping after the trendline break and small flag pattern failed too. Nothing much can be expected need to see some sort of pullback and short selling can be done.
#MOVE moved perfectly still maintaining the Falling Wedge Pattern and a new lower low printed as per the analysis. Price now gave a 23% profits move and expected more to come along. Its a right to book some profits and wait for more drop.
Читать полностью…
#BITCOIN DAILY TF UPDATE :
#BITCOIN on Daily TF, dropping, as on our daily update in #BTC we updated that we can push lower and it going now. Daily TF looking strong bearish candles to reach the support at $101,000 and eventually $100,000 as a physiological level.
Hello everyone, 48 hours left until our next free for all MEGA PUMP SIGNAL on MEXC!! The target this time will be 3000% gains possibly even more with our volumes being high✌️
We are officially back to Mega Pump Signals and this time we are doing things a little bit different. We have had a strong and successful track record of signaling Mega Pump coins on MEXC over the last few months that have given results of up to 5000%. We can guarantee that this upcoming MEGA PUMP event will have amazing results like our previous pumps:
🔥 #YOLO (+3200%)
🚀 #JWIF (+2500%)
💰 #VTS (+3500%)
⚡️ #FRTN (+6500%)
🛫 #JET (+10,600%)
📊 #TWIF (+2800%)
🐶 #BFLOKI (+2400%)
We believe that with our massive buying power we will be able to reach 30X gains easily possibly even more as there is very little hidden sell pressure in the orderbooks.
We are expecting a lot of people to make massive profits on this signal, Be prepared for a massive 3000% MEGA PUMP SIGNAL on MEXC this Sunday at 5PM GMT. STAY TUNED