Izkrim

real talk i thought "data validation" would be boring it's not you're literally deciding what robots learn. bad scores = bad models. the weight of that hits different when you're actually doing it first time trying Verify Quality on @PrismaXai and i get it now

@louisdives @SatoriFinance @Dreamcash most of that already run for months? is there new dex to grind?

remember when everyone called the Lighter TGE the start of perp dex summer? yeah, about that. however, currently? -> perp volume across the whole sector roughly halved -> @SatoriFinance just shut down after years of letting people farm it -> @Dreamcash is pulling its CASH markets off hyperliquid's HIP-3, all settled by july 2 (the app survives, the HIP-3 bet didn't) -> @paradex managed to break right at the worst possible moment - BTC reportedly showing $0 into TGE, liquidations everywhere, backup scrambling -> @edgeX_exchange gave the community a fraction of what was floated (~4% vs the ~25% people expected) and the chart did exactly what you'd guess -> @o1_exchange tossed out a ~2-3% airdrop, sprinted to a 1B fdv, then folded ~2x in days and i don't think the bleeding is over. but honestly? i'm not bearish about this. i'm relieved. this is the cleanup phase. weak teams and tourist farmers get flushed, and whoever's left standing is early to the part that actually matters. how i'm playing it from here: -> more delta-neutral, less directional gambling -> farming competitions where there's real money on the line, not just points dust -> only giving time to teams with real backing and ideas that aren't a fork of a fork names i'm personally watching: @variational_io @nadoHQ @perpltrade @OndoPerps @tread_fi @risextrade @PhoenixTrade @TxFlow_L1 the meta isn't dying. it's just checking who's serious.

@yuki_120022 @PrismaXai @MaxC16134 @vivianrobotics nice bro. your the best. continue these activity to make grinding fun.

📢Guess the Missing Word Event 📢 Test your @PrismaXai knowledge by identifying the missing words related to Physical AI, robotics and the PrismaX ecosystem. Whether you're a long time community member or just getting started, everyone is welcome to join. 📅 Date: June 28, 2026 🕕 Time: 6:00 PM Philippine Time📍 Venue: Voice 4 Hosts: @yuki_120022 & @YehoshuaZion Co-Host: @DumSpirer We look forward to seeing you there. Good luck, and have fun!

@yuki_120022 @PrismaXai thank you brother

@0x_Bachi @PrismaXai great content bachi gprisma

real talk i thought "data validation" would be boring it's not you're literally deciding what robots learn. bad scores = bad models. the weight of that hits different when you're actually doing it first time trying Verify Quality on @PrismaXai and i get it now

@Papzzzicle @PrismaXai gprisma bro. keep it up

Everyone wants to contribute to @PrismaXai like I do. Every efforts and steps are checked and appreciated. May we all get a roles that we deserve. Keep making an impact🦾 Here’s what I know on how to contribute to PrismaX AI project: (A thread👇) #PrismaXai #Contributions

@DumSpirer @PrismaXai Lets G brother

everyone crying about the BTC dump rn is gonna be mad they didn't buy it. $67k → $62k in days. iran deal collapsed, fed's hawkish, ETH bleeding too. ugly headlines everywhere. but here's what nobody's tweeting: LTHs just absorbed 125,000 BTC this month (checked this on @SurfAI ). one of the biggest accumulation months this entire cycle. while CT is in full panic mode, the people who actually move size are buying the exact dip you're scared of. fear & greed is sitting in extreme fear territory. historically that's not a sell signal, that's when the smart money tab opens. doesn't mean it can't dip more, it might. but "scary headline + extreme fear + LTHs loading up" is a setup you've seen before if you've been around more than one cycle. ask yourself if you're trading the news or trading the data. those are two different games. nfa, just watching the chart not the headlines. 🌊 @SurfAI

@louisdives @tradexyz @extendedapp @variational_io @pacifica_fi @hibachi_xyz @bulktrade @cascade_xyz why?

@0x_Bachi @tradexyz @extendedapp @variational_io @pacifica_fi @hibachi_xyz @bulktrade @cascade_xyz it's red flag bruh

someone just created this perp dex tier list. Tier SS: @tradexyz @extendedapp @variational_io @pacifica_fi @hibachi_xyz @bulktrade and others. i kinda agree for some perp dex, however i think 75% of these tier list, i disagree. for eg: @cascade_xyz , i prefer to say this perp dex to become tier D instead of B. what do you think about this tier list?

@DumSpirer @PrismaXai its like answering captcha

@thanhye51173089 prisma community is active

Listening to everyone sing, interacting with the team and the community, it felt so close and relaxing. I especially appreciated Vivian and the other speakers for their excellent hosting! Thank you PrismaX for organizing such meaningful entertainment events. After tiring teleop sessions, a little karaoke is a great way to reset your spirits! 👍 @PrismaXai @vivianrobotics

@DomasNaujienos @get_truenorth truenorth a great tool to add for confluence. or as the trade platform itself

Today’s watchlist: $NBIS $MRVL Got a decent entry on $MU. Also slowly building a long-term position in $BOT. Let’s see how the market reacts to the $SPCX launch. If you’re looking for a better way to manage your positions, @get_truenorth helps track entries, sizing, exposure and overall portfolio structure. You can also check how strong your setup is, where your risk sits, and whether your position actually makes sense before scaling in. Referral code: WINNER 👇 app.true-north.xyz/ref/WINNER

@SipaAirdrop @get_truenorth congrats bro.

Today is the day! @get_truenorth told me to add 0.5x of my size here and buy the dip (that’s why my avg entry price increased) Target: 200+

@TrungDu45221236 @get_truenorth yup. spcx is high risk trade as of now

SPCX closed at $160.95 on day 1. Will be engaging with @get_truenorth agent to monitor PA on Hyperliquid for opportunities this weekend (currently $166+). Only about 4% of the float is publicly trading, with the rest locked up until first major unlock in August.

@0xCrybabe @PrismaXai @vivianrobotics @MaxC16134 agree. better data need quality input and controls by human cause where the end user of this product.

Gprisma🤎 Honestly, it’s kind of crazy when you zoom out. Every smart robot, every slick AI demo behind it is just endless hours of humans staring at data, making tiny judgment calls. No magic. Just people scoring things right, over and over. Better models? They don’t start with better algorithms. They start with better data. And better data? That still runs on human attention. No way around it. PrismaX have been quietly working on something that respects that truth and makes the whole human scoring layer way smoother. Almost time to show you. 🧠👀 @PrismaXai @vivianrobotics @MaxC16134

robotics AI has a data problem and most people don't understand why here's the actual issue: AI models learn by predicting what action comes next from video. if the training video shows a robot fumbling, hesitating, or undoing its own progress the model learns to copy THAT @PrismaXai just published their data standards and it explains this clearly step 1: define what counts as "robotics data" - video from the robot's own POV (not room cameras) - two-armed robot, overhead cam + wrist cams minimum - enough joint/sensor data to reconstruct the robot's exact physical state at any frame this part is enforced automatically by software. clean baseline, no humans needed yet step 2: the part software CAN'T check - did the task actually match the prompt (or did it kinda drift) - did one mistake cause ANOTHER mistake later (this is the big one "non-causal errors" = the model learns to make the same mistake AND learns to mess up everything after it) - was the action separable enough to label cleanly for training this is where validators come in actual humans watching footage and scoring it pass/fail criteria: task matches prompt, no struggling, no compounding errors, clean separable actions sliding scale (0-5): speed vs human pace, smoothness/confidence, diversity (too repetitive = low value), completion % why this matters: this is literally the same human-feedback loop that made LLMs usable (RLHF). robotics never had this layer. PrismaX is building it and they're not just writing a whitepaper about it they run the full collection → training → eval loop themselves, so the standards come from what actually worked physical AI bottleneck isn't model architecture anymore. it's data quality. this is the infra layer that fixes it

@EbenezerDYOR Quit school, just trade with @get_truenorth

At some point school can be so stressful and tiring Feels like hell mehn

@0xZebaoth @variational_io @grvt_io @D3inc @ekidenfi @ShiftRWA @risextrade how about @cascade_xyz

These are trading airdrop watchlist from CryptoRank Trade, accumulate points, and position yourself for potential future airdrops • @variational_io • @grvt_io • @D3inc • @ekidenfi • @ShiftRWA • @risextrade Which project are you farming ?

Another scalp trade catch on @get_truenorth You can try it using my code : PALDO

code: PALDO Claude for traders. I tried multiple ai to help me analyze and give more confluence on my trades but only @get_truenorth gives realtime and most accurate datas that i need. It can help you on your strat from ict, crt, or basing from indicators app.true-north.xyz/ref/PALDO