Pinned Tweet
New trading contest on @wolfswapdotapp!

Trade $ultardio token from @ULTARDIO on the wolfswap dex and get into the top 5.

=> prize pool 2120000 ultardio (about $326)
=>ใ€Š848K | 530K | 318K | 254.4K | 169.6Kใ€‹

the contest ends on 2 Nov 2026, approx 7 days. lets take advantage to get 2xeaderboard simultaneously.

=> hit it... wolfswap.app/leaderboard/crโ€ฆ

don't hold back on winning some of mystery boxes that may hit randomly when trading more than $10+ worth.

#crofam #wolfswap #tradingcontest #ultardio
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Warrior Raja Mahar โšœ retweeted
I am exploring the SWEEP x ActionFi campaign and what makes it interesting is the mix of gameplay and community participation

Through @ActionModelAI and @SweepGlobal users can explore SWEEP try its RUGS and UP/DOWN games and share their honest experience with the community

For s showing the real experience not just talking about rewards. Wins and losses both matter when sharing gameplay because people deserve a realistic picture before trying something themselves

The campaign also gives creators and ambassadors a chance to contribute by making useful content and bringing more people into the conversation

I am taking part in the SWEEP x ActionFi journey and looking forward to exploring more of what the ecosystem offers

Join through my referral link
join.actionmodel.com/NOORULANAM

Explore the campaign here
train.actionmodel.com

Always understand the game mechanics and risks before participating. Nothing is guaranteed.
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Warrior Raja Mahar โšœ retweeted
GMGNGB

ไปŠๆ—ฉๆ‹†ๅผ€ไธ€ๅฅ— Tangem ไธ‰ๅก้’ฑๅŒ…๏ผŒ็ฌฌไธ€็œผๅฐฑ่ขซๅฎƒ็š„้ป‘่‰ฒๅค–่ง‚ๆ‰“ๅŠจไบ†๐Ÿ–ค๐Ÿ–ค

็œŸ็š„ๅฅฝ็œ‹๏ผ็บฏ้ป‘ใ€ๅนฒๅ‡€ใ€ๆœ‰่ดจๆ„Ÿ๏ผ็œ‹ไบ†ๅก็‰‡๏ผŒๆˆ‘ๅ่€Œๆ›ดๆƒณ่ฆ้‚ฃๆžš Tangem Ring๏ผๆŠŠๅฎ‰ๅ…จๅšๅพ—่ฟ™ไนˆ่ฝปๅทงๅˆๅฅฝ็œ‹๏ผŒไธบไป€ไนˆไธ็›ดๆŽฅๆˆดๅœจๆ‰‹ไธŠ๏ผŸ

้€‰ๆ‹ฉ Tangem ้—ฎ้ข˜ใ€‚ๆœ€่ฎฉๆˆ‘ๅฎ‰ๅฟƒ็š„ๆ˜ฏๆ— ๅŠฉ่ฎฐ่ฏๆจกๅผ๏ผŒไปฅๅ‰็”จๅ…ถไป–็กฌไปถ้’ฑๅŒ…ๆ—ถ๏ผŒๆœ€ๆ€•็š„ๅฐฑๆ˜ฏ้‚ฃไธฒๅŠฉ่ฎฐ่ฏๅ†™ไธ‹ๆฅๆ€•ไธขใ€ๆ€•่ขซๆ‹็…งใ€ๆ€•ๆ”พ้”™ๅœฐๆ–น
ไธๅ†™ๅˆๆ€•่ฎพๅค‡ๅไบ†ๅฝปๅบ•ๆ— ๆณ•ๆขๅค๏ผŒๆœ€้‡่ฆๆˆ‘ๆ˜ฏๆ‡’ๅˆ่ฎฐๅฟ†ไธๅฅฝ๏ผ

Tangem ๆŠŠ็ง้’ฅ็”Ÿๆˆๅœจๅฎ‰ๅ…จ่Šฏ็‰‡้‡Œ๏ผŒๆฐธ่ฟœไธ็ฆปๅผ€่Šฏ็‰‡๏ผŒๅค‡ไปฝ้ ๅคšๅผ ๅก็‰‡ๅฎŒๆˆ๏ผŒ้ป˜่ฎคไธ้œ€่ฆๆŠŠๅŠฉ่ฎฐ่ฏๆŠ„ไธ‹ๆฅใ€‚ๅฏนๆˆ‘ๆฅ่ฏด๏ผŒ่ฟ™็›ดๆŽฅ้™ไฝŽไบ†ๅฟƒ็†่ดŸๆ‹…ใ€‚ๅ†ๅŠ ไธŠๅฎƒ็”จ NFC ่ฝป่งฆๆ‰‹ๆœบๅฐฑ่ƒฝ็ญพๅ๏ผŒไธ้œ€่ฆๅ……็”ตใ€ๆฒกๆœ‰็”ตๆฑ ใ€ๆฒกๆœ‰็บฟ๏ผŒๆ—ฅๅธธไฝฟ็”จ้—จๆง›็œŸ็š„ไฝŽๅพˆๅคš๐Ÿ‘ˆ

ๆˆ‘้€‰็š„ๆ˜ฏไธ‰ๅกๅฅ—๏ผŒไนŸๆ˜ฏๅ› ไธบๅค‡ไปฝๅ†—ไฝ™ๆ›ด่ฎฉไบบๆ”พๅฟƒใ€‚ไธ‰ๅผ ๅก็‰‡็ป„ๆˆไธ€ไธช้’ฑๅŒ…๏ผŒ็ง้’ฅๅœจๆฟ€ๆดปๆ—ถๅฎ‰ๅ…จๅˆ†ๅธƒ๏ผŒไธขไบ†ไธ€ๅผ ็”š่‡ณไธคๅผ ๏ผŒๅ‰ฉไธ‹็š„่ฟ˜่ƒฝ็ปง็ปญ่ฎฟ้—ฎ
ๆˆ‘ๅทฒ็ปๆŠŠๅ…ถไธญไธ€ๅผ ๆ”พๅœจๅธธ็”จไฝ็ฝฎ๏ผŒๅฆๅค–ไธคๅผ ๅˆ†ๅผ€ๅญ˜ๆ”พ๏ผŒ่ฟ™็ง็‰ฉ็†ๅˆ†ๆ•ฃ็š„ๅค‡ไปฝๆ–นๅผ๏ผŒๆฏ”ๆŠŠไธ€ไธฒๅŠฉ่ฎฐ่ฏๅกžๅœจๆŸไธชๅœฐๆ–นๆ›ด็ฌฆๅˆๆˆ‘็š„ไน ๆƒฏใ€‚ๅก็‰‡ๆœฌ่บซ้˜ฒๆฐด้˜ฒๅฐ˜ใ€่€้ซ˜ๆธฉไฝŽๆธฉ๏ผŒIP ้˜ฒๆŠค็ญ‰็บงๅพˆ้ซ˜๏ผŒๆ—ฅๅธธไธๆ€•ๆ„ๅค–๏ผŒไนŸๆฒกๆœ‰็”ต้‡ไธ่ถณๅฐฑ็”จไธไบ†็š„็„ฆ่™‘
ๅฎ‰ๅ…จๆ–น้ข๏ผŒEAL6+ ่ฎค่ฏ็š„ๅฎ‰ๅ…จๅ…ƒไปถใ€ไธๅฏๅ‡็บงๅ›บไปถใ€็ป่ฟ‡็‹ฌ็ซ‹ๅฎก่ฎก๏ผŒ่ฟ™ไบ›ๆˆ‘ๅœจ่ดญไนฐๅ‰ๅฐฑๅๅค็œ‹่ฟ‡๏ผŒๅผ€็ฎฑๅŽๅฎž้™…ไฝ“้ชŒไนŸๅฐ่ฏไบ†็ฎ€ๅ•ไฝ†ๆ‰Žๅฎž็š„ๅฐ่ฑก

้ป‘่‰ฒๅค–่ง‚ๆ˜ฏๆˆ‘้ขๅค–ๅŠ ๅˆ†็š„็‚นใ€‚ๅพˆๅคš็กฌไปถ้’ฑๅŒ…็œ‹่ตทๆฅๅƒ้“ถ่กŒ U ็›พๆˆ–ๅทฅไธš่ฎพๅค‡๏ผŒ่€Œ Tangem ่ฟ™ๅฅ—้ป‘่‰ฒๅก็‰‡ๆ›ดๅƒ็ฒพ่‡ด็š„้š่บซ็‰ฉๅ“ใ€‚ๅŠ ๅˆ†๐Ÿ–ค

ไธ่ฟ‡๏ผŒ็”จไบ†ๅก็‰‡ไน‹ๅŽ๏ผŒๆˆ‘ๆ›ดๆƒณๆ‹ฅๆœ‰็š„ๆ˜ฏ Tangem Ring ๆˆ’ๆŒ‡้’ฑๅŒ…

ๅŽŸๅ› ๅพˆ็›ดๆŽฅ

้…ท

ๆˆ’ๆŒ‡ๆŠŠ็กฌไปถ้’ฑๅŒ…ๅšๆˆๅฏไปฅๆˆดๅœจๆ‰‹ไธŠ็š„็‰ฉๅ“๏ผŒๆฐงๅŒ–้”†้™ถ็“ทๅค–ๅฃณ๏ผŒ่€ๅˆฎใ€้˜ฒๆฐด๏ผŒๆฒกๆœ‰็”ตๆฑ ใ€ไธ็”จๅ……็”ต๏ผŒ่ฝป่งฆๆ‰‹ๆœบๅฐฑ่ƒฝ็ญพๅใ€‚ๆƒณ่ฑกไธ€ไธ‹๏ผŒ่ต„ไบง้’ฅๅŒ™ๅฐฑๆˆดๅœจๆ‰‹ๆŒ‡ไธŠ๏ผŒๅ‡บ้—จไธ็”จ็‰นๆ„ๆ‰พๅก็‰‡ใ€ไธ็”จๆ‹…ๅฟƒ้’ฑๅŒ…ๅฟ˜ๅธฆ๏ผŒๆƒณ่ฝฌ่ดฆๆ—ถ็›ดๆŽฅๆ‰‹ๆŒ‡ไธ€็ขฐๅฐฑ่กŒใ€‚ๅฎƒๆ—ขๆ˜ฏๅฎ‰ๅ…จ่ฎพๅค‡๏ผŒไนŸๆ˜ฏๆ—ฅๅธธ้…้ฅฐ๏ผŒ่ฟ™็ง้šๆ—ถๅœจ่บซ่พนๅดๅˆไธๆ˜พ็œผ็š„ๆ„Ÿ่ง‰๏ผŒๆฏ”ๆŠŠๅก็‰‡ๆ”พๅœจ้’ฑๅŒ…้‡Œๅˆ่ฟ›ไบ†ไธ€ๆญฅ

ๆ›ดๆทฑๅฑ‚ไธ€็‚น๏ผŒๆˆ‘้€‰ๆ‹ฉ Tangem ๆ˜ฏๅ› ไธบ่‡ชๆ‰˜็ฎก่ฟ™ไปถไบ‹๏ผŒๅฏนๆˆ‘ๆฅ่ฏดไธๅชๆ˜ฏๆŠ€ๆœฏ้€‰ๆ‹ฉ๏ผŒ่€Œๆ˜ฏ็”Ÿๆดปๆ–นๅผ
ไบคๆ˜“ๆ‰€ๅ†ๆ–นไพฟ๏ผŒ่ต„ไบงๆœ€็ปˆไนŸไธๆ˜ฏๅฎŒๅ…จๅฑžไบŽ่‡ชๅทฑ๏ผ›ไผ ็ปŸ็กฌไปถ้’ฑๅŒ…่™ฝ็„ถๅฎ‰ๅ…จ๏ผŒไฝ†ไฝฟ็”จๆ‘ฉๆ“ฆๅคช้ซ˜๏ผŒๅพˆๅคšไบบ็”จไบ†ไธ€ๆฌกๅฐฑไธขๆŠฝๅฑ‰้‡Œ
Tangem ๆŠŠๅฎ‰ๅ…จ่Šฏ็‰‡ๅšๆˆๅก็‰‡ๅ’Œๆˆ’ๆŒ‡๏ผŒๆŠŠๅ†ทๅญ˜ๅ‚จๅ˜ๆˆๅฏไปฅๆฏๅคฉ่ฝปๆพไฝฟ็”จ็š„ไธœ่ฅฟ๏ผŒ่ฟ™็งๅนณ่กกๆˆ‘ๅพˆ่ฎคๅฏ

ๅˆšๅผ€็ฎฑ๏ผŒไฝ“้ชŒ่ฟ˜ๆฏ”่พƒๆต…๏ผŒๅŽ็ปญไผšๅ…ณๆณจ App ็š„ๆต็•…ๅบฆใ€ๆ”ฏๆŒ่ต„ไบง่Œƒๅ›ด๏ผŒไปฅๅŠๆˆ’ๆŒ‡ๅœจไธๅŒๆ‰‹ๆœบไธŠ็š„ NFC ่ฏ†ๅˆซ็จณๅฎšๆ€ง

ๅธŒๆœ›ๅŽ็ปญ่ƒฝ็œŸๆญฃไฝ“้ชŒๅˆฐๆˆ’ๆŒ‡็š„ไพฟๆท๏ผŒๆŠŠ่‡ชๆ‰˜็ฎก่ฟ™ไปถไบ‹ๅšๅพ—ๆ›ด่ฝปๆพใ€ๆ›ดๆ—ฅๅธธ๏ผ

@Tangem @web3selena

#Tangemๅพๆ–‡ๅคง่ต›
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Warrior Raja Mahar โšœ retweeted
Imagine owning virtual land that isnโ€™t just a digital asset, but something that can also generate rewards

Through @fomopoly_rh on the Robinhood Chain every plot has the potential to earn you $DEAL tokens and shares.

So, land ownership here goes beyond simple collecting.

Thereโ€™s a real opportunity to earn rewards from the plots you own

It definitely makes me curious about the reward mechanisms and the potential of each individual plot x.com/fomopoly_rh/stโ€ฆ
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Warrior Raja Mahar โšœ retweeted
Good morning

tuesday grind. no breaks in the rotation, just clean execution and keeping the momentum compounding.

riding with the crew:

โ–ธ @quipnetwork

let's bag those Ws and keep shipping

let's get after it
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Warrior Raja Mahar โšœ retweeted
I hatched my Egglo egg and received a 20,000 $EGG pre-launch allocation.

Incubate your egg, earn $EGG. Speed up with Dragon NFTs.

Hatch yours: egglo.online/?ref=4cqi6zDLTโ€ฆ

@egglorh #Egglo
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Warrior Raja Mahar โšœ retweeted
I usually look at revenue differently from TVL or volume

Revenue tells I there is actual economic activity happening

According to DeFiLlama @termix_ai currently ranks #1 among AI agent protocols on BNB Chain by 7-day and 30-day protocol revenue

What makes this metric ets generated

An agent gets hired, completes the work and the transaction settles

Thatโ€™s a much closer signal to real agent commerce

I think revenue becomes especially meaningful when it comes from agents actually doing business

Is revenue the better metric for agent adoption?
TermiX is the No.1 AI agent protocol on BNB Chain by protocol revenue โ€” both 7-day and 30-day, on DefiLlama's numbers.

Revenue, not TVL, not volume. It moves only when an agent actually gets hired, delivers, and settles.
defillama.com/protocols/ai-aโ€ฆ
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Warrior Raja Mahar โšœ retweeted
I think you understand infrastructure differently when you move beyond reading about it and actually explore how it works.

I spent time exploring @primus_labs AlphaNet, and it got me thinking about a problem that deserves more attention in onchain finance:

How do you verify ing every underlying detail public?

That distinction matters.

Financial data can be useful for making decisions, but exposing all of it isn't always practical. At the same time, keeping information private doesn't automatically make a claim trustworthy.

Primus is working on the intersection of these two needs: verification and confidentiality, built above existing onchain financial rails.

What interests me most is the gap between having data and being able to prove something meaningful from it without unnecessary exposure.

That feels like an important problem to solve if onchain finance is going to serve more than users who are comfortable making everything public.

Still exploring, still learning. The real test is how well this works across practical use cases.

Explore Primus XP and its available tasks:
s.kaito.ai/CYSEV1s
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Warrior Raja Mahar โšœ retweeted
๐—ฃ๐—ฟ๐—ถ๐˜ƒ๐—ฎ๐—ฐ๐˜† ๐—ง๐—ผ๐—ธ๐—ฒ๐—ป๐˜€ ๐—ฎ๐—ฟ๐—ฒ ๐—ฏ๐—ฒ๐˜๐˜๐—ฒ๐—ฟ ๐—น๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ฒ๐—ฑ ๐—ฏ๐˜† ๐—ฏ๐˜‚๐—ถ๐—น๐—ฑ๐—ถ๐—ป๐—ด.

@BeldexCoin is making the first step practical.

You can now explore the testnet workflow: claim test tokens from the Beldex Faucet, then create your first Privacy Token using the Beldex eed to start with theory. Start by testing how it works.

๐Ÿ”— faucet.beldex.dev

๐—ฆ๐—ฎ๐˜ƒ๐—ฒ ๐˜๐—ต๐—ถ๐˜€ ๐—ด๐˜‚๐—ถ๐—ฑ๐—ฒ for your first testnet experiment.

If youโ€™re exploring privacy infrastructure, follow me for more research-driven Web3 insights.
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Warrior Raja Mahar โšœ retweeted
Showing your id at a bar to prove youโ€™re 18 also shows your address, your full name and your id number

they needed one fact. you handed over everything

online itโ€™s the same thing to prove one small thing you either open the whole account or say โ€œtrust meโ€ and nobody believes this with zkTLS

โ†’ you use a platform like normal
โ†’ primus checks the data straight from the platform
โ†’ it makes a proof of one claim
โ†’ the app only sees the proof, never your account

i did almost every task, X, Google, GitHub, ChatGPT, fomo, Hyperliquid and more.

hyperliquid and fomo were my favorites tbh, proving my trading stats without opening the account felt the most useful

every proof goes onto one wallet profile, so at 120 reputation itโ€™s a few verified accounts instead of a single screenshot

small catch.. it proves what the platform showed you, it canโ€™t prove the platform was honest. think notary, not auditor

points arenโ€™t a promise of rewards, i just wanted to try it myself. video shows each task

try it here > s.kaito.ai/zf6D1OW

would you rather show your whole id or just the part that matters?
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Warrior Raja Mahar โšœ retweeted
Privacy is one of the biggest challenges in Web3. We want blockchain data to be useful and verifiable, but that shouldn't mean exposing every detail of our activity.

That's why I find what @primus_labs is exploring interesting. The real opportunity lies in making onchain data more accessible while protecting sensitive information.

To me, privacy and transparency don't have to work against each other. The goal is to prove what matters without revealing more than necessary.

If Web3 wants to reach more people, privacy needs to be built into the foundation from the start.
Privacy matters.
And so does making onchain data useful without compromising privacy.
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Warrior Raja Mahar โšœ retweeted
Good afternoon, Zaps community! โ˜€๏ธ

One thing that makes an onchain economy interesting is how it distinguishes real participation from artificial activity.

Zaps takes a clear position on this: contribution matters, and wash trading scores zero.

I think this is an important stem that wants to reward meaningful activity. Rankings become more valuable when they reflect genuine contributions rather than inflated numbers.

The real challenge is maintaining that standard as the ecosystem grows.

Curious to see how Zaps continues developing its contribution-based economy.

Have a productive afternoon, everyone! ๐Ÿš€

๐Ÿ”— app.zaps.wtf/?invite=1Sz86uโ€ฆ
@zerufinance
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Warrior Raja Mahar โšœ retweeted
Imagine upgrading every lock in your house, then finding out the door frame belongs to your landlord, and he renovates on his own schedule.

Thatโ€™s how I read the @Starknet L1 debate.

STARK proofs are hash-based. Programmable accounts can adopt new signature schemes. But as an availability still lean on Ethereum, whose quantum-safe L1 target is December 2029. StarkWareโ€™s own target is 2027.

So the question isnโ€™t โ€œwhy leave?โ€ Itโ€™s โ€œwho controls the clock when the threat changes?โ€

93.52% of voting power backed researching an independent L1. It was Starknetโ€™s highest-turnout vote ever, and StarkWare abstained so the community decided.

This is research, not an exit. A whitepaper draft is expected in November, then a binding vote. Bridges to Ethereum would stay open.

Bullish on the mindset: when security timelines are everything, owning your upgrade schedule isnโ€™t ego, itโ€™s engineering. โšก

What would you want the research to answer first? ๐Ÿ‘€
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Warrior Raja Mahar โšœ retweeted
What if a memecoin launch rewarded the people who built the economy instead of those who arrived first?

Thatโ€™s the idea behind ActivityFi from @zerufinance

Most memecoin launches reward speed. Insiders secure early positions, snipers race for the first block, and ordinary n the biggest opportunities have already passed.

Zeru is exploring a different approach: turning real onchain activity into the foundation for token launches.

Through Zaps, ActivityFi introduces zTokens linked to existing onchain economies. Instead of relying solely on hype, access to early positions is tied to verified activity and contribution.

Hereโ€™s what makes it interesting:

โ€ข Real activity matters: Onchain participation helps determine who earns early access.

โ€ข Fairer distribution:The design aims to reduce advantages from insider allocations, wash trading, and sniping.

โ€ข Community ownership: Participants can help shape a tokenโ€™s identity through its name and artwork.

@zerufinance is testing whether a communityโ€™s economic activity can become more than just transaction history. It could become the foundation for new token markets.

Of course, better launch mechanics donโ€™t guarantee a tokenโ€™s success. Liquidity, demand, and market risks still matter.

My take: Memecoins don't just need easier launchpads. They need better ways to reward the people who actually contribute.

Would you rather compete for a token based on launch speed or earn your place through verifiable onchain activity?

Zeruโ€™s published ActivityFi documentation docs.zaps.wtf which describes the zToken model and its activity-based approach to launches
Good evening guys.

What if your onchain activity could earn you a seat at the next meme launch?

Thatโ€™s the idea behind Activity Markets by @zerufinance

Instead of making every launch a race to click first, ActivityFi introduces a different approach: memes emerge from the chain communities, while verified contributors can earn miner or creator rights.

Hereโ€™s what makes it interesting:

โ†’ Build your onchain track record
โ†’ Contribute to a community
โ†’ Let verified activity count toward participation
โ†’ Let the market determine what a meme is worth

The bigger idea is simple: reward meaningful participation, not just speed or connections.

If ActivityFi delivers on this vision, it could offer communities a different way to launch and distribute meme projects.

Your wallet activity could become more than a transaction history. It could become your proof of contribution.

Explore Activity Markets and check the registration.

Bullish on ZeruAI @zerufinance
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Warrior Raja Mahar โšœ retweeted
Most games hide the incentive structure.

@fomopoly_rh puts it on the map: a city of tradeable land plots on Robinhood Chain. Plots produce stocks and $DEAL Prices rise as activity increases. Selected players can get free mints via the whitelist. The hidden driver is pure FOMO overs have a structural edge.

The campaign is live on @rarelistio

Rewards structure:

Top 20 โ†’ share of 1,000 USDT
Top 21โ€“100 โ†’ share of 1,000 USDT
Top 50 โ†’ free mint spots
Top 300 โ†’ share of the $DEAL airdrop
Create original posts about the project, complete tasks, earn RARS, and climb. Small accounts can participate; volume alone isnโ€™t enough quality and relevance matter.

Iโ€™m watching how the land economy develops once it goes live. Early entry via the Rarelist campaign + free mint whitelist is the lowest-friction way to test it without full capital commitment.

If youโ€™re farming the campaign or already in the whitelist, drop your thoughts on the land pricing dynamic. The city opens soon
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Warrior Raja Mahar โšœ retweeted
.@RAFA_AI has a 1% rule buried in its public fund architecture

And I find it more interesting than another 100x prediction

๐—ก๐—ผ๐˜ ๐—ฏ๐—ฒ๐—ฐ๐—ฎ๐˜‚๐˜€๐—ฒ ๐—ถ๐˜ ๐—ฝ๐—ฟ๐—ผ๐—บ๐—ถ๐˜€๐—ฒ๐˜€ ๐—ฝ๐—ฟ๐—ผ๐—ณ๐—ถ๐˜

๐—•๐—ฒ๐—ฐ๐—ฎ๐˜‚๐˜€๐—ฒ ๐—ถ๐˜'๐˜€ ๐—ฑ๐—ฒ๐˜€๐—ถ๐—ด๐—ป๐—ฒ๐—ฑ ๐˜๐—ผ ๐—บ๐—ฎ๐—ธ๐—ฒ ๐˜๐—ฟ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด ๐˜€๐˜๐—ผ๐—ฝ

Let me explain
h speed

Faster execution

Smarter algorithms

More AI agents

More opportunities

But almost nobody asks the question that matters when things start going wrong:

๐—ช๐—ต๐—ฎ๐˜ ๐—ณ๐—ผ๐—ฟ๐—ฐ๐—ฒ๐˜€ ๐—ฎ ๐˜๐—ฟ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ ๐˜๐—ผ ๐—ต๐—ถ๐˜ ๐˜๐—ต๐—ฒ ๐—ฏ๐—ฟ๐—ฎ๐—ธ๐—ฒ๐˜€?

I've been digging into RAFA's open-source fund architecture, and some of the actual risk parameters caught my attention

Not marketing slogans

Not promises of guaranteed returns

๐—”๐—ฐ๐˜๐˜‚๐—ฎ๐—น ๐—น๐—ถ๐—บ๐—ถ๐˜๐˜€ ๐—ฑ๐—ฒ๐—ณ๐—ถ๐—ป๐—ฒ๐—ฑ ๐—ถ๐—ป ๐˜๐—ต๐—ฒ ๐—ฝ๐—ฟ๐—ผ๐˜๐—ผ๐—ฐ๐—ผ๐—น

Here's what the published architecture describes

๐Ÿ”น ๐— ๐—”๐—ซ ๐Ÿฎ% ๐—ฆ๐—Ÿ๐—œ๐—ฃ๐—ฃ๐—”๐—š๐—˜

Official funds are designed to reject trades that exceed the permitted deviation from their oracle reference price

๐Ÿ”น ๐Ÿฎ๐Ÿฐ-๐—›๐—ข๐—จ๐—ฅ ๐—ง๐—ฅ๐—”๐——๐—œ๐—ก๐—š ๐—Ÿ๐—œ๐— ๐—œ๐—ง

Aggregate trading notional is capped at 100% of fund NAV within a rolling 24-hour window

๐Ÿ”น ๐—ง๐—›๐—˜ ๐Ÿญ% ๐—–๐—œ๐—ฅ๐—–๐—จ๐—œ๐—ง ๐—•๐—ฅ๐—˜๐—”๐—ž๐—˜๐—ฅ

When cumulative oracle-relative execution losses exceed 1% of fund NAV within that window, trading automatically pauses

And here's where I think things become interesting

Imagine a fund manager trying to execute a strategy during extreme volatility

Liquidity disappears

Prices move rapidly

Execution becomes increasingly expensive

In a poorly controlled system, the temptation might be to keep trading and hope the next decision fixes the previous one

๐—•๐˜‚๐˜ ๐—ต๐—ผ๐—ฝ๐—ฒ ๐—ถ๐˜€๐—ป'๐˜ ๐—ฎ ๐—ฟ๐—ถ๐˜€๐—ธ ๐—บ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—บ๐—ฒ๐—ป๐˜ ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ

RAFA's architecture attempts to establish boundaries before those situations occur

And that distinction matters

Because a manager's confidence shouldn't automatically override a fund's predefined execution limits

๐—ง๐—ต๐—ฒ ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ ๐˜€๐—ต๐—ผ๐˜‚๐—น๐—ฑ๐—ป'๐˜ ๐—ต๐—ฎ๐˜ƒ๐—ฒ ๐˜๐—ผ ๐˜๐—ฟ๐˜‚๐˜€๐˜ ๐—ฒ๐˜ƒ๐—ฒ๐—ฟ๐˜† ๐—ฑ๐—ฒ๐—ฐ๐—ถ๐˜€๐—ถ๐—ผ๐—ป

๐—œ๐˜ ๐˜€๐—ต๐—ผ๐˜‚๐—น๐—ฑ ๐—ธ๐—ป๐—ผ๐˜„ ๐˜„๐—ต๐—ฒ๐—ฟ๐—ฒ ๐˜๐—ต๐—ฒ ๐—ฏ๐—ผ๐˜‚๐—ป๐—ฑ๐—ฎ๐—ฟ๐—ถ๐—ฒ๐˜€ ๐—ฎ๐—ฟ๐—ฒ

Now, there's an important catch

That 1% threshold is NOT a guarantee that a fund cannot lose more than 1%

It measures cumulative execution losses relative to oracle pricing, not the total decline in portfolio value

Markets can crash

Approved assets can lose value

Oracles can fail

And smart contracts can contain vulnerabilities

๐—” ๐—ฐ๐—ถ๐—ฟ๐—ฐ๐˜‚๐—ถ๐˜ ๐—ฏ๐—ฟ๐—ฒ๐—ฎ๐—ธ๐—ฒ๐—ฟ ๐—ถ๐˜€ ๐—ฎ ๐˜€๐—ฎ๐—ณ๐—ฒ๐—ด๐˜‚๐—ฎ๐—ฟ๐—ฑ, ๐—ป๐—ผ๐˜ ๐—ฎ ๐—บ๐—ฎ๐—ด๐—ถ๐—ฐ ๐˜€๐—ต๐—ถ๐—ฒ๐—น๐—ฑ

There's another reality worth acknowledging

RAFA's current fund implementation is still going through its production security requirements

The team has documented independent reviews and remediation work, but the final re-review and other deployment gates remain necessary before production deposits can be enabled

So I'm not calling this a proven live system

I'm looking at the decisions being made in its architecture

And I think those decisions deserve attention

Because the real challenge in AI-assisted finance isn't simply making algorithms more capable

๐—œ๐˜'๐˜€ ๐—บ๐—ฎ๐—ธ๐—ถ๐—ป๐—ด ๐˜€๐˜‚๐—ฟ๐—ฒ ๐˜๐—ต๐—ฎ๐˜ ๐—บ๐—ผ๐—ฟ๐—ฒ ๐—ฐ๐—ฎ๐—ฝ๐—ฎ๐—ฏ๐—ถ๐—น๐—ถ๐˜๐˜† ๐—ฑ๐—ผ๐—ฒ๐˜€๐—ป'๐˜ ๐—ฐ๐—ผ๐—บ๐—ฒ ๐˜„๐—ถ๐˜๐—ต ๐˜‚๐—ป๐—น๐—ถ๐—บ๐—ถ๐˜๐—ฒ๐—ฑ ๐—ฟ๐—ถ๐˜€๐—ธ

A good strategy needs intelligence

A serious investment system needs discipline

And sometimes discipline means refusing to execute another trade

That's the part of RAFA's design I find worth watching

๐—ง๐—ต๐—ฒ ๐—ณ๐˜‚๐˜๐˜‚๐—ฟ๐—ฒ ๐—ผ๐—ณ ๐—ณ๐—ถ๐—ป๐—ฎ๐—ป๐—ฐ๐—ฒ ๐˜„๐—ผ๐—ป'๐˜ ๐—ฏ๐—ฒ ๐—ฑ๐—ฒ๐—ณ๐—ถ๐—ป๐—ฒ๐—ฑ ๐—ผ๐—ป๐—น๐˜† ๐—ฏ๐˜† ๐—ต๐—ผ๐˜„ ๐—ณ๐—ฎ๐˜€๐˜ ๐—ฎ ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ ๐—ฐ๐—ฎ๐—ป ๐˜๐—ฟ๐—ฎ๐—ฑ๐—ฒ

๐—œ๐˜ ๐˜„๐—ถ๐—น๐—น ๐—ฎ๐—น๐˜€๐—ผ ๐—ฏ๐—ฒ ๐—ฑ๐—ฒ๐—ณ๐—ถ๐—ป๐—ฒ๐—ฑ ๐—ฏ๐˜† ๐—ธ๐—ป๐—ผ๐˜„๐—ถ๐—ป๐—ด ๐˜„๐—ต๐—ฒ๐—ป ๐—ป๐—ผ๐˜ ๐˜๐—ผ

๐—ฆ๐— ๐—”๐—ฅ๐—ง ๐—ฆ๐—ฌ๐—ฆ๐—ง๐—˜๐— ๐—ฆ ๐—ž๐—ก๐—ข๐—ช ๐—›๐—ข๐—ช ๐—ง๐—ข ๐—ง๐—ฅ๐—”๐——๐—˜

๐—•๐—˜๐—ง๐—ง๐—˜๐—ฅ ๐—ฆ๐—ฌ๐—ฆ๐—ง๐—˜๐— ๐—ฆ ๐—ž๐—ก๐—ข๐—ช ๐—ช๐—›๐—˜๐—ก ๐—ง๐—ข ๐—ฆ๐—ง๐—ข๐—ฃ

Would you trust an investment protocol more if its risk limits were publicly defined and enforced by code?
.@RAFA_AI is tackling a problem that most prediction platforms would rather ignore

๐—๐˜‚๐˜€๐˜ ๐—ฏ๐—ฒ๐—ฐ๐—ฎ๐˜‚๐˜€๐—ฒ ๐˜€๐—ผ๐—บ๐—ฒ๐—ผ๐—ป๐—ฒ ๐—บ๐—ฎ๐—ธ๐—ฒ๐˜€ ๐—ฎ ๐—ฝ๐—ฟ๐—ฒ๐—ฑ๐—ถ๐—ฐ๐˜๐—ถ๐—ผ๐—ป ๐—ฑ๐—ผ๐—ฒ๐˜€๐—ป'๐˜ ๐—บ๐—ฒ๐—ฎ๐—ป ๐—ถ๐˜ ๐—ฑ๐—ฒ๐˜€๐—ฒ๐—ฟ๐˜ƒ๐—ฒ๐˜€ ๐—ฎ ๐˜๐—ฟ๐—ฎ๐—ฑ๐—ฒ

And honestly, I think this distinction deserves much more t update introduces a closer look at something called:

๐—™๐—ข๐—Ÿ๐—Ÿ๐—ข๐—ช ๐—ง๐—›๐—˜ ๐—”๐—–๐—ง๐—จ๐—”๐—Ÿ ๐—–๐—”๐—Ÿ๐—Ÿ

At first glance, it might seem like another feature for tracking market predictions

But there's a much bigger idea underneath

Think about a typical Crypto Twitter prediction:

"BTC is going to explode soon"

Sounds bullish

Gets thousands of views

Maybe even convinces someone to open a position

But wait

๐—ช๐—ต๐—ฎ๐˜ ๐—ฒ๐˜…๐—ฎ๐—ฐ๐˜๐—น๐˜† ๐—ฑ๐—ผ๐—ฒ๐˜€ ๐˜๐—ต๐—ฎ๐˜ ๐—ฝ๐—ฟ๐—ฒ๐—ฑ๐—ถ๐—ฐ๐˜๐—ถ๐—ผ๐—ป ๐—บ๐—ฒ๐—ฎ๐—ป?

A 2% move?

A 20% rally?

Tomorrow?

Next month?

And how would anyone objectively determine whether the prediction was correct?

That's the problem

๐—” ๐˜€๐˜๐—ฟ๐—ผ๐—ป๐—ด ๐—ผ๐—ฝ๐—ถ๐—ป๐—ถ๐—ผ๐—ป ๐—ถ๐˜€๐—ป'๐˜ ๐—ป๐—ฒ๐—ฐ๐—ฒ๐˜€๐˜€๐—ฎ๐—ฟ๐—ถ๐—น๐˜† ๐—ฎ ๐—บ๐—ฒ๐—ฎ๐˜€๐˜‚๐—ฟ๐—ฎ๐—ฏ๐—น๐—ฒ ๐˜๐—ฟ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด ๐—ฝ๐—ฟ๐—ผ๐—ฝ๐—ผ๐˜€๐—ถ๐˜๐—ถ๐—ผ๐—ป

And this is where RAFA's approach becomes interesting

The new Calls page emphasizes that a tradable prediction needs clearly defined conditions

๐Ÿ”น ๐—ง๐—›๐—˜ ๐—”๐—ฆ๐—ฆ๐—˜๐—ง

What exactly is being predicted?

A specific token, not some loosely related alternative

๐Ÿ”น ๐—ง๐—›๐—˜ ๐—ง๐—”๐—ฅ๐—š๐—˜๐—ง

What specific outcome must happen?

๐Ÿ”น ๐—ง๐—›๐—˜ ๐—ง๐—œ๐— ๐—˜๐—™๐—ฅ๐—”๐— ๐—˜

When must the prediction become true?

๐Ÿ”น ๐—ง๐—›๐—˜ ๐—ฃ๐—ฅ๐—œ๐—–๐—˜ ๐—ฆ๐—ข๐—จ๐—ฅ๐—–๐—˜

Which market data determines the result?

๐Ÿ”น ๐—ง๐—›๐—˜ ๐—ฆ๐—˜๐—ง๐—ง๐—Ÿ๐—˜๐— ๐—˜๐—ก๐—ง ๐—ฅ๐—จ๐—Ÿ๐—˜๐—ฆ

How is the final outcome decided?

Now imagine someone predicts that BTC will close above a certain level in 24 hours

The price touches that level after four hours

Then crashes before the 24-hour deadline

๐—ช๐—ฎ๐˜€ ๐˜๐—ต๐—ฒ ๐—ฝ๐—ฟ๐—ฒ๐—ฑ๐—ถ๐—ฐ๐˜๐—ถ๐—ผ๐—ป ๐—ฐ๐—ผ๐—ฟ๐—ฟ๐—ฒ๐—ฐ๐˜?

Not if the agreed rule required the closing price to be above that level at the 24-hour mark

That difference can completely change the outcome

And it's exactly why settlement rules matter

Here's the detail that really caught my attention

RAFA's Calls page explicitly allows for the possibility of ๐—ก๐—ข ๐—ง๐—ฅ๐—”๐——๐—˜

Ambiguous predictions should remain under review

A vaguely similar market shouldn't automatically become a substitute

And missing information shouldn't be invented just to create another trading opportunity

๐—ฆ๐—ผ๐—บ๐—ฒ๐˜๐—ถ๐—บ๐—ฒ๐˜€ ๐˜๐—ต๐—ฒ ๐—บ๐—ผ๐˜€๐˜ ๐—ฟ๐—ฒ๐˜€๐—ฝ๐—ผ๐—ป๐˜€๐—ถ๐—ฏ๐—น๐—ฒ ๐—ฑ๐—ฒ๐—ฐ๐—ถ๐˜€๐—ถ๐—ผ๐—ป ๐—ถ๐˜€ ๐—ป๐—ผ๐˜ ๐˜๐—ผ ๐—ผ๐—ณ๐—ณ๐—ฒ๐—ฟ ๐—ฎ ๐˜๐—ฟ๐—ฎ๐—ฑ๐—ฒ ๐—ฎ๐˜ ๐—ฎ๐—น๐—น

Think about that for a moment

Most platforms want more activity

More markets

More volume

More transactions

But activity without clear rules can create the illusion of opportunity while hiding unnecessary risk

And in financial markets, that can become expensive

Of course, there's an important distinction between the vision and what's available today

RAFA's verified Calls feed is still developing

Arena currently uses test tokens on Base Sepolia, and these do not have monetary value

The new call-following functionality still needs to demonstrate its reliability in practice

But I find the design philosophy compelling

Because the challenge isn't simply to collect more predictions

It's to preserve what someone actually said, evaluate it under consistent conditions, and avoid pretending that uncertain information is precise

๐—” ๐—ฝ๐—ฟ๐—ฒ๐—ฑ๐—ถ๐—ฐ๐˜๐—ถ๐—ผ๐—ป ๐˜€๐—ต๐—ผ๐˜‚๐—น๐—ฑ๐—ป'๐˜ ๐—ฐ๐—ต๐—ฎ๐—ป๐—ด๐—ฒ ๐—ถ๐˜๐˜€ ๐—บ๐—ฒ๐—ฎ๐—ป๐—ถ๐—ป๐—ด ๐—ท๐˜‚๐˜€๐˜ ๐—ฏ๐—ฒ๐—ฐ๐—ฎ๐˜‚๐˜€๐—ฒ ๐˜€๐—ผ๐—บ๐—ฒ๐—ผ๐—ป๐—ฒ ๐˜„๐—ฎ๐—ป๐˜๐˜€ ๐˜๐—ผ ๐˜๐—ฟ๐—ฎ๐—ฑ๐—ฒ ๐—ถ๐˜

For me, this is one of the more thoughtful directions RAFA is exploring

Not every tweet is a trading signal

Not every opinion is a measurable forecast

And not every forecast deserves a market

๐— ๐—ข๐—ฅ๐—˜ ๐—ง๐—ฅ๐—”๐——๐—˜๐—ฆ ๐——๐—ข๐—˜๐—ฆ๐—ก'๐—ง ๐—”๐—Ÿ๐—ช๐—”๐—ฌ๐—ฆ ๐— ๐—˜๐—”๐—ก ๐—” ๐—•๐—˜๐—ง๐—ง๐—˜๐—ฅ ๐— ๐—”๐—ฅ๐—ž๐—˜๐—ง

๐—•๐—˜๐—ง๐—ง๐—˜๐—ฅ ๐—ฅ๐—จ๐—Ÿ๐—˜๐—ฆ ๐— ๐—œ๐—š๐—›๐—ง

And sometimes, the most valuable button on a trading platform is the one that isn't there

Explore: rafa.ai/arena/calls

Would you trust a prediction platform more if it refused to create markets from unclear calls?
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Warrior Raja Mahar โšœ retweeted
Congratulations to the 13 Observed roles upgraded to Refined ones, bringing us to 437 Refined in @get_optimum

Everyone has their own journey and every effort counts. Although there are no new Chronicler or Optimized upgrades this week, keep going

Stay consistent, keep look forward to the next milestone together
Gmum
Gmum & Happy new week
mump2pโ€™s TVB has grown by 135,000 ETH (~$324M) since @get_optimum went live on Ethereum mainnet.

Thatโ€™s not new TVL. Itโ€™s ETH staked with operators running mump2p.

The performance numbers are worth watching: 136.9 ms p95 propagation vs. 540 ms for libp2p Gossnnet slots, nearly 4x faster.

No ETH needs to be deposited into Optimum to use mump2p. It works at the networking layer, helping validators receive blocks faster.
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Warrior Raja Mahar โšœ retweeted
According to the data i saw on @termix_ai, hundreds of thousands of jobs have already been settled on Base and BNB Chain, a volume of tens of millions dollars.

interesting not just because of the numbers, but the ratio of jobs to agents. A while back, the number of jobs registered agents. This means many agents arenโ€™t just placeholders.

The staking system also makes sense, new accounts lock in more, while accounts with better reputations lock in less. Itโ€™s a fairly logical anti Sybil mechanism.

I think, the settlement infrastructure is more mature than that of most other AI agent projects, but on the demand side, thereโ€™s still a need for more proof that people are actually hiring these agents.

You can see more details here: agent.family
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Warrior Raja Mahar โšœ retweeted
Most token launches reward speed, not contribution.

Bitquery looked at 8.2M Pumpfun launches and found that devs and bundled wallets made at least $579M after fees. That's roughly 18x more than sniper bots earned.

@zerufinance is testing a different approach with ActivityFi. ts onchain activity earn contributors mining seats, while token distribution follows real buyer demand.

Anything left unsold gets burned, so it never turns into extra supply waiting to hit the market.

The idea is simple: participation should count after launch day too, giving builders a reason to stay.

Should launches reward early arrivals or real contributors?
A chart can look healthy while the supply tells a different story.

When a token launches, I'd rather study wallet links and early transactions than chase sudden price moves. They show whether everyone had a fair shot at entry, or whether a few wallets started with a built-in @zerufinance (now zeruai) takes. It reads onchain behavior, not just balances and turns it into risk signals:

โ†’ zscore: a wider reputation signal built from wallet behavior
โ†’ zaps: rewards real economic contribution, not just activity
โ†’ behavioral intelligence: helps protocols judge wallets, shape rewards and set access

Add 3D visualization and tangled wallet connections become much easier to explore.

It matters even more as AI agents start using blockchains.

Better data won't erase risk, but it can help you decide with more conviction.

Balances show what a wallet holds. Behavior shows who it is.

zeruai.org
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Warrior Raja Mahar โšœ retweeted
One thing I always pay attention to is how a project build its community before the actual launch.

@Nogasonsui has been getting attention lately and im curious to see how that early interest translate into real participation. Pre-launch number can be interesting, but for me, the pen next.

Hype can bring people in, but a strong launch, consistent development and a community that stay engaged are what make a project worth following in the long run.

Keeping an eye on this one. Let's see how things unfold.

nogas.site/gtd
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Warrior Raja Mahar โšœ retweeted
I was curious about what a buyer actually gets after paying for a location capture on @vangrid_io.

Once a submission is accepted, the recording goes through reconstruction and produces a textured 3D mesh in GLB format.

But the buyer does not receive the original video.
they get the reconstructed model, geometry, and provenance details, while the source footage stays with the contributor.

The Privacy page adds another detail: unblurred frames never leave the phone in the first place.

That is different from simply paying someone to record a place and send over the footage. The goal is to deliver a usable 3D representation without handing over the raw recording.

One thing I would want to check before accepting a capture is the quality of the result.

Does the requester get to inspect a short, watermarked preview of the capture before accepting it and releasing the USDC from escrow?
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