Polyhedra Network (ZKJ)

✍️Trading is tough and not suitable for everyone; this is written for myself. Actually it's just my personal ramblings, which can't represent everyone. The article might not clearly distinguish spot/futures/leverage, so if it's hard to read, better not to look 😭. 🌟Don't dare to roll over positions; only risk small positions when chasing highs. Whenever I see some assets being pumped, I think for a long time about whether to chase and how much, then decide to buy a small lead position, planning to add more if it falls. Generally, people with this mindset never profit from dips; they watch their small lead position turn into a heavy position, feeling no joy, but rather falling into regret. Maybe it could be said that the right side appeared, but I couldn't judge, so I was afraid to take a large position on the right side. 🌟Enthusiastic about bottom‑fishing, endless bottom hunting. Actually it's not really bottom‑fishing; it's more of a left‑side operation—buy a little when the price seems right, but the more you buy, the more it falls, the more you buy, the more you lose. A funny thing is that many altcoins are often thought to have zero value, but once you buy them you stop believing that. Bottom‑fishing is basically a grind; it depends on whether this time you can reach the true bottom. 🌟Can't cut losses, always a “diamond hand”. This actually forms a misconception that not cutting losses equals having diamond hands. Many things should be stopped decisively when the stop‑loss point arrives, instead of holding on stubbornly. Initially a 20% loss turned into a 99% loss—why? Originally you only needed to spend 1% of the amount to buy back, why spend a hundred times more? So it's not “diamond hands”, just not knowing whether to cut losses or run, opting to hold on. You still need your own “logic”, unless you truly “believe” in it or completely “don’t care”. Especially with “front‑running” and “inside info”, it's truly a case of not knowing whether to stop loss. It reminds me of $ZKJ, which went from –50% to +50%, then –70% to –95%. Just saying, that's ruthless @PolyhedraZK ??? 🌟Blindly using leverage without position management skills. Most people can't control their leverage; a 10× position might be easy, but 1000× becomes overwhelming. Eating poorly, sleeping badly, constantly nervous—ending up with no money and a broken body. Moreover, leverage can go to zero directly, and much faster than spot positions. Always thinking this time is different, I must stitch a future, then it just brings you back to square one. When the direction is right, I keep wondering how much I can make this time; When the direction is wrong, I keep thinking I must run to break even; When the market is sideways and unclear, I keep wondering if I can move at my desired speed; In the end, it's still gambling with unknown odds. 🌟Focus on what you're good at and avoid what you're not. I know a lot of things, but I'm not proficient in any, which means I know a bit of everything but not really master anything. You still need to stick to your strengths; at least losses will be clearer. Hope everyone feels the same. Or perhaps everyone will “specialize and learn”; indeed, learning makes progress. 🌟When caught in a losing position, open a hedge, then can't unwind. When opening contracts, fear the direction reverses, ending up with both long and short positions being locked. Then chasing longs when it rises and shorts when it falls leads to frequent trades, but you never actually profit; fees pile up. If you think being clever and making money both ways, you're doomed. Stick to a single direction; avoid dual positions, or you might end up working for someone else 😭. Then the operation becomes distorted. ✍️Conclusion Brothers, are you really choosing the trading path? Anyway, I'm not suitable; I only fit for a fool's approach: buy a little on dips, sell a little on rises, just rely on luck 😧. On this path, success depends on your own skill; others can't help you. Copy trading can't produce a future, and others' experiences only matter if you can learn something—still your own skill. This path isn’t harder than “crossing a single-plank bridge”, and it's roughly as tough as becoming a “chain king”.

ZKML still has a long way to go to be practical. Looking at this performance evaluation table, you can see that zk proofs for LLMs take about 150 seconds per token for proof generation. This represents a relatively advanced solution, but zk technology has always progressed very quickly. Let's revisit this in half a year. https://t.co/bGPg4Qs1kW https://t.co/P5VBTxqu4r

ZKJ ZKJ will probably consolidate in this 0.2637 and 0.3335 area The plan for ZKJ: 1. Look for buy position if price bounces from 0.2637 2. Buy on breakout if it breaks 0.3335 - aiming for 0.4 3. If ZKJ breaks down 0.24 - we wait until it reaches 0.1962 area https://t.co/LSHMqsHnRO

Projects controlled by exchanges are openly priced and tradable https://t.co/WhqHhIm3VQ

How do you get these profits? What do they do to not get liquidated with 50x leverage? Who knows the answer to these questions? https://t.co/aE7kl0iNcr