Zero Liquid 價格ZERO

Something interesting about @billions_ntwk that many people don’t fully appreciate 👇 Billions uses what they call a hybrid identity verification system that combines zero-knowledge proofs (ZKPs) with AI + human review to protect privacy while also fighting fraud. What that means in practice is, you can prove certain things about yourself (like that you’re a verified user, or you are over a certain age) without exposing the private personal data itself. But the system doesn’t rely solely on math for trust. It also uses AI to flag suspicious behavior and humans to verify real edge cases. Other identity systems go one of two ways: either fully manual (humans verify everything, which is slow and privacy-risky) or fully automated (fast but can be fooled). @billions_ntwk is trying to get the best of both worlds. This hybrid model is particularly useful in places where many people use mobile devices, where identity infrastructure might be weaker, and where synthetic fraud (fake IDs, deepfakes) is a real danger. Because of the privacy side, Billions could become a standard layer in Web3 / FinTech for identity, offering trust without giving up personal data.

How does Columbia's zero-fee Variational generate revenue?

Trader A and Trader B both start with $5,000. Trader A splits it into ten microcaps, $500 in each. He's hoping that at least one of them will 100x and make him half a million. Of course, most of them rug and the few that pump do not cover the losses. Trader B takes a different approach. His favorite KOL has been shilling a particular utility token nonstop. He does his research, finds it solid, and develops conviction in the project. So he takes the $5,000 and throws it all into that one play. If it works, he wins big, but if it fails he goes back to zero. Then there’s Trader C. He’s not gambling like A, and he’s not all-in like B. He builds a base across the strongest narratives: AI, RWAs, DePIN, Gaming, L1s, DeFi, Memes, etc. These sectors are where capital keeps flowing, so his foundation is stable. With the rest, he rotates into newer plays, bidding them early without risking it all on a single coin. This way, he is always positioned, his portfolio is steady, and his gains compound. Trader C is the only smart one. Be like Trader C.

Week 53 Review Apologies for the lateness for this one - ended up having a pretty active weekend. This review is for week 53 of my MT journey and week 9 of my FTMO challenge. This week was challenging mentally, as I had to overcome my fear of posting publicly and losing; this mental block was adding more pressure to my trades, since I made a commitment to myself to do this. However, I overcame this block by realising its just my ego, and that losing is part of the game. Furthermore, I started to reframe the idea of losing publicly as another strength; having a documented track record for when I do eventually make it, will only make winning taste even sweeter. Anyways, I digress - zero fear and block overcome. Performance wise, I took four losses and one BE, with one emotional revenge trade that was outside of my edge. Due to the lateness of writing this, P&L also shows trades from this week on graph. Frustratingly, I had two trades that were hit, but not filled due to spread, both of which performed very nicely; with one trade hitting my final TP plan and the other hitting TP1 & TP2. I did experience a lot of tilt on the first front run, but quickly regained composure, and just accepted the outcome - the edge works. Sure its annoying knowing I could have finished green this week, but my profit is a perfect reflection of my experience - more reps needed. Despite taking the weekend off, my trading habits still had a very consistent performance from mon to fri, and tbh I needed a break after working the past 27 days in a row. Will start decoding again soon daily once I've finished my more obsidian upgrades. Atomic habits was strong during the week, but I did miss out on my workouts over the weekend - other than that, not too fussed.

it's pretty obvious, $tibbir exiting stealth will be the main event of this year. show me another project at 200M market cap with zero info/tweet/announcement/marketing from the team/people behind it greatest stealth launch ever.