gWarden ✌️
The real issue in AI verification isn't about trust ... it's about determinism
Most systems expect the same input to always give the same output ... but that breaks down with real LLM tasks, where outputs can vary
Old-school ZKML was made for small models with predictable results and lots of crypto checks
Modern AI agents are designed to have changing outputs
What grabbed my attention lately is SPEX from @wardenprotocol 👌
Instead of forcing everything into strict proofs, they sample the process itself ... no full re-runs or long ZK proofs 💯
Just:
-> run it → save states → sample →

gReya fam ✌️
Most traders are used to lag
We've gotten okay with on-chain trading meaning you wait for the block to confirm ...
But @reya_xyz changes that mindset 💪
It's not magic ... it's a Layer 2 built for trading ... with under 1ms execution and no gas fees hassle 👌
You stop fighting the interface defensively and just trade the market 💪
No friction is the game-changer 💯
gReya ✌️

Just earned 1.34 Quacks on @wallchain in one day 🦆
Keep Quacking 💪🦆

Good news for holders of the @genome_protocol Genesis NFT 🔥
-> Your @wallchain score just got boosted 💪
Every quest, match and POAP now counts more 💯
Claim those NFTs, play edge games, join tournaments and multiply your Wallchain score 👌
All of this gives you a big advantage on the leaderboard ... and it keeps building up 🚀
gNome ✌️

gSpaace Quackers ✌️
-> @spaace_io is a fast-paced, chaotic and emotionally intense space that tests traders self-control
The platform's speed is its main weapon against impulses ... making it feel even quicker than it seems 👌
Stay bullish and Quack 💪
gSpaace ✌️