Everyone blames sniper bots for ruining meme launches but the numbers tell a much bigger story Bitquery analysed 8.2M Pump.fun launches and found that developer linked wallets were buying in the launch block in 21% of cases with a median 10% of token supply Even worse developers and bundled wallets made at least $579M after fees from tokens they sold while sniper bots made $31.5M Thats an 18x difference So maybe the real problem isnt just who buys first but who gets early access who controls the supply and who gets to exit before everyone else This is where @zerufinance approach to Activity Fi gets interesting Instead of judging wallets by hype alone ZeruAI looks at onchain behaviour and trading history to understand what wallets actually do Because real activity should mean more than showing up early to a launch and dumping on everyone else The goal should be rewarding genuine participation not just giving another advantage to wallets already playing with an unfair head start

The interesting part of @zerufinance isn’t just launching another token market It’s changing what earns you a place in one Most launches reward whoever gets in first or has the biggest reach. ActivityFi is exploring a different model where real onchain behavior helps determine participation Through Zaps and ZeruAI’s trust infrastructure, wallet history can become more than a record of past transactions. Trading patterns, liquidity, consistency and contribution quality can help distinguish genuine users from wallets farming incentives That’s where zScore and wallet intelligence matter. Better behavioral signals can improve allocation decisions and make sybil farming less attractive But the real test is whether a fairer entry mechanism can also create a healthier market after launch Can verified activity shift the advantage away from insiders and toward the people actually contributing to an ecosystem? That’s the part of ActivityFi I’m watching 👀

the old launch playbook "worked" till everyone learned to read it 😭 big team wallet + vague unlock + "trust us" = instant side eye now put @Nogasonsui on a clock presale is just days away no rebrand no tokenomics rewrite no hype to hide behind. only whats already public thats all u get to defend 💎 team cant move the multisig alone even if every member signs a trusted sui community member from outside the team has to sign too 💎 the 6% team bag doesnt drop in one go it trickles out as salaries over time 💎 32% public presale 23% kol + community 10% marketing 250M liq locked the part no dashboard can chart tho out of 2k+ ppl who joined the app in 24hrs how many r here for the build and how many for the vibes only and u cant just say "trust the team" or "trust the community" lol both answers r too easy so real question if u had to live with ONE risk till presale would it be a slow team unlock or a hype first crowd? curious which one u'd sit with still stuck in pending jail btw @saksidasaksi pls free me @Nogasonsui

Happy Sunday Quip fam 🦋 Quantum is moving from an idea to something builders can actually use and Quip is making that shift interesting With QVM now live on Aglais testnet one language can work across quantum and classical hardware while QVRF and QuipSwap keep pushing the ecosystem forward Less talking about what quantum could be and more building what it can do Keep building @quipnetwork nodes 💚

Quantum computing is no longer just a conversation happening inside research labs The real discussion is how it connects with finance security and the future of digital assets That’s why seeing @cadillion bring Quip Network’s perspective to AGTPinsights at money2020 in Las Vegas matters The next era of finance needs infrastructure that can prepare for quantum risks before they become tomorrow’s problem @quipnetwork is building at that intersection of quantum computing and post quantum security Still early but the conversation is getting bigger