I got fired from my job, because I was caught using my phone at work So I decided to lock myself in for 3 months and made over $2,000,000+ from prediction markets & perps using Claude AI My system scans Polymarket events, perps prices on different platforms, mispriced probabilities to send me a message when to enter The thing is, I have no idea where crypto prices are going to be in the future and I don't need to. I just wait for YES and NO prices buy the cheap side and hedge with others I close when the spread normalizes → basically arbitrage trading with an algorithm watching a lot markets at once As a result, I traded more than $100,000,000+ volume an amount unreal to me months ago If you are still not using AI tools in 2026, your sleeping. BILLION dollar businesses will be cooking entirely run by a single person and AI agents So I decided to close my community now and will no longer accept new members. It takes too much time managing a lot members, I want hungry people! Anyway thanking everyone who was with me and printing together❤️❤️

I just realized Binance is the exchange that got hacked 2 times, 1 in 2019, where they lost $40M, and the other is this $6B latest one There is no top CEX available, which got compromised for twice - Bybit 1 time 2025: ~ $1.6B stolen - Okx 0 time ~ No CEX hacked - Kraken 0 time ~ No CEX hacked - Coinbase 0 times: No CEX hacked - Bitget 1 time 2026: ~ $344 million stolen Still my funds is on binance haha

When people talk about mapping technology they usually think about roads, cars, and navigation apps But the physical world is much bigger than the roads we travel every day Robots may eventually need to move through warehouses office buildings hospitals factories and homes These places contain stairs narrow corridors doors obstacles and layouts that can change from one building to another @vangrid_io focuses on collecting real-world data that can help create digital representations of these environments Smartphone footage can be used to build textured 3D model giving developers another way to represent real places digitally

Data collection could become more open Building a large real-world dataset is a huge task It requires access to many locations, different viewpoints, and people who can capture those places @vangrid_io approach opens the door for smartphone users to contribute to this process Instead of relying on a small number of specialized teams, data collection can involve a wider network of contributors

Believe me or not but this is one of the most interesting technologies being worked on by @primus_labs is zkFHE It allows computers and smart contracts to work with encrypted data without first revealing the original information But ther another important part proof of correct work zkFHE combines two technologies: -> FHE: Lets computers process data while it stays encrypted -> Zero-Knowledge Proofs: Help prove that the calculations were done correctly => Why does this matter? - DeFi apps could process private financial data - AI systems could work with private information - Businesses could use data without exposing sensitive records - Users could get useful results without sharing everything => Their goal is simple: Keep data private make the results useful and make the work verifiable that's what makes zkFHE by Primus worth paying attention to

Tested it out, and according to @Nymrasi, my wallet isn't private at all. Looks like I've got some work to do, or I might just start using private balances instead.

Vangrid official minting is going on dont forget to mint your own the mint is only $0.9 with little gas But did you know one more thing that Synthetic data can help AI systems learn in controlled environments But real locations contain details that are difficult to recreate perfectly @vangrid_io focuses on collecting footage from the physical world and turning it into useful 3D data Both real and synthetic data can play important roles, but access to real environments remains an important part of Physical AI development

Excuse me? Park Jin-hyok joined twitter

I guess the world is full of missing data Because there are countless places that have never been captured in enough detail for modern AI systems Indoor spaces, small passages, back rooms, and industrial areas can be especially difficult to map @vangrid_io offers a smartphone-based approach to collecting data from these overlooked environments The next step for Physical AI may depend on filling the gaps in our digital view of the world

From a phone capture to a 3D model The process starts with capturing a real place @vangrid_io uses submitted footage as part of a workflow that can produce textured 3D models Those models help turn real environments into digital information that machines can work with A smartphone video might look simple, but the data created from it can serve a much bigger

Private payments. Go private, send, get paid. 0% fee Nymra App, coming soon

🚨 hyperliquid:native surges 11% after nearly 6 weeks! I think its because nearly 5% of HYPE max supply has reportedly been burned Is this the start of another rally?

Did you know? real-world data has a real cost Companies building Physical AI need useful data from many different environments Collecting that data takes time effort and access to real places But @vangrid_io connects data requests with people who can capture those locations using their smartphones Its bounty model creates a way to request specific captures and reward accepted submissions