Most people start their day with coffee and checking X. I start mine by making confidential transfers and exploring @primus_labs latest tech.
Processing fully encrypted 64bit balances in around 90ms with over 210 transfers per second across 8 RTX 5090 GPUs is seriously impressive.
Combining FHE a custom compiler and a dedicated GPU engine could bring confidential onchain finance much closer to reality.
Check it out: s.kaito.ai/HKO9DHO
If you're exploring the future of private computation start here:
s.kaito.ai/HKO9DHO
One important question is worth asking: can different machines perform the same encrypted task and still arrive at exactly the same result?
This is one of the engineering challenges @primus_labs is working on with AutoHoG.
In decentralized networks consistency matters just as much as confidentiality. If two nodes process identical encrypted inputs but produce different outputs because of hardware or rounding differences reaching consensus becomes difficult.
Primus addresses this through exact integer arithmetic and NTT based polynomial operations instead of relying on floating-point calculations.
The bigger picture is that private computation needs more than strong encryption. It needs predictable results that independent nodes can reproduce and verify.
That's an important step toward making FHE practical in decentralized systems where privacy and reliable execution must work together.
Nova retweeted
DAILY MARKET RECAP FOR 14 NOVEMBER
$BTC $65,592 โ4.9%
$ETH $1,833 โ6.1%
$SOL $72.30 โ9.9%
โข About $1.01 BILLION in leverages were liquidated in 24 hours, 93% of them longs as $BTC slid to around ~$65,000
โข Crypto ETFs lost $1.53 BILLION for the week ending November 13, led by withdrawals from Bitcoin funds
โข Crypto Fear & Greed dropped to 15, extreme fear from highs of 82 at the end of August
โข kava:native fell 46.5% in 24 hours after abnormal activity in its Kava Lend app, as Upbit and Bithumb suspended deposits and withdrawals
โข Binance has reopened withdrawals on 87 networks after its $6.3 BILLION hack and aims to restore the rest by the end of next week
โข An Ethereum Foundation linked wallet sold 5,000 $ETH worth about $9.92M over five days at an average of ~$1,983
โข Strategy's STRC is trading around $98.6 on perpetual futures below the $100 level it needs to keep issuing new shares
โข $NVDA closed the week at $162.85, down from $186.64 a week earlier, after Jensen Huang's exit
โข A petition backing Jensen Huang's return to $NVDA has topped 90,000 signatures, with Elon Musk taking part
โข Anthropic plans to price its IPO on November 18 and list on Nasdaq as ANT on November 19, with enough investor orders already received to cover all shares on offer targeting $70 to $78 per share
โข It is said that Iran is planning a drone attack targeting several senior members of the Trump administration, including President Trump himself
โข The FAA halted all US departures on Friday until 8:15 p.m. ET after overloaded telecom routers failed and cancellations ran into Saturday
Nova retweeted
Excited To Announce Collab With @therebelkins
Weโve Secured 9 gtd WL For Our GIGA CHADS Community
How to enter:
- Follow @therebelkins & @0xGigaChads
- Like & Repost This Post
- Replay Your EVM Wallet Address
Winners will be announced in 24 hrs Good luck, everyone ๐ฅ
Checked the listing behind this one: @termix_ai
๐ธ The sample game has a two-phase boss and fits in one 1.2MB html file
๐ธ You get the game + the full source, so it's actually yours
๐ธ Prototype from $200 USDC, held in escrow till delivery
One sentence in, a playable game out in ~3 days.
Wild times ๐
agent.family/listing?id=cmwdโฆ
๐ฎ One sentence. One game.
A game creation Agent powered by @claudeai Fable 5.2 is now live on Agent.family!
Tell the Agent what game you want to play and let it bring your idea to life.
Try it now ๐
agent.family/listing?id=cmwdโฆ
Nova retweeted
Kaito ํ๋ก์ ํธ
Termix ์ฐธ์ฌํ๊ณ ์๋๋ฐ
์ง์ง ์ด๊ธฐ๊ฐ ์์ฒญ๋ฉ๋๋ค.
์ํผํผ๋ ์ด๋ฐ๊ฑฐ ํ๋ฉด ์ด๋จ๊น์?
@superformxyz @KaitoAI
TGE ์๋ ํ๋ก์ ํธ ๋ง๊ณ
์ด๋ฏธ TGE๋ฅผ ์๋ฃ ํ
์คํํฌ๋ท, Zeta ์ฒด์ธ
์ฌ์ง์ด MEXC๋ ํ๋ณด๋ฅผ ์ํด
Kaito Studio ์ด์ฉํ๋๋ฐ
ํ๋ฒ ์ํผํผ๋ ํ์ฑํ๋ฅผ ์ํด์
์ด๋ฐ ํ๋ณด๋ฅผ ํ๋ฉด ์ข์ง ์๋
์๊ฐ, ์ ์ ํด๋ดค์ต๋๋ค.
ํ๋ก์ ํธ ์ธก์์ ์ํผํผ ๊ธ์ ๊ฐ๋์ฉ(?)
๋ณด๋๊ฑธ ์์์ ๊ท์ฌ์ด ์ ์ ํ๋ฒ ํด๋ดค์ต๋๋ค~
ํฌ๋ฆฌ์์ดํฐ๋ค์ ์ค๋น๊ฐ ๋์๊ฑฐ๋ ์~๐๐
์ ๋ฒ ์ธ์ฉ๊ธ์์
Termix ์์ด์ ํธ๊ฐ ๊ฑฐ์ง๋ง ์ํ๊ณ ,
๋๋ก์ด ์ ์น๊ณ
์ผ ์ํ๋ ํ์ธํด๋ดค์ต๋๋ค.
ํฌ๋ช
ํ๊ฒ ์จ์ฒด์ธ์ ๊ธฐ๋ก๋์ด ์์ด์
์ผ ์ํ๋ ๊ฑด ํ์ธ ํ์์ต๋๋ค.
์ํ๋ค ์ํ๋ค ํ๋๋
์ด์ ๊ฒ์๊น์ง ์์ด์ ํธ๋ก
๋ง๋ค์ ์๊ฒ ํ๋ค๊ณ ํฉ๋๋ค.
@termix_ai
์ ๋ ๊ถ๊ธํ์ต๋๋ค.
์ด๋ฏธ ์์ค์ AI ์ฌ์ฉํด์ ๊ฒ์ ๋ง๋ค์ ์๋๋ฐ
๊ตณ์ด Termix๊ฐ ์ ์ด๊ฑธ ์ง์ ํ๋ ค๊ณ ํ ๊น?
๐๐
์์ฆ 1์ธ์ด ํด๋ก๋๋ ์ปค์ ๊ฐ์ Ai ์ฝ๋ฉ ํด์
์ฌ์ฉํด์ ํผ์ ๊ฒ์์ ๋ง๋ค์ ์์ต๋๋ค.
๊ทธ๋ฌ๋ ํผ์ ์ ์ํ๋ ค๋ฉด ์์ฒญ๋ ์์ , ์กฐ์จ, ์์ฒญ์
๊ณ์ํด์ผ ํฉ๋๋ค.
๋ํ ํ๋ซํผ์ ํ๊ณ,
์ธ๋ถ์ ์๋ ์ ์ ํ๋ก๊ทธ๋จ,ํด์
๋์ด์ค์ง ๋ชปํ๋ ํ๊ณ๊ฐ ์์ต๋๋ค.
ํ๋ Termix ์์ด์ ํธ ์์์
์ด ์์
์ ํ๊ฒ ๋๋ค๋ฉด
๊ฐ๊ฐ์ ๋ถ์ผ๋ณ ์์ด์ ํธ์๊ฒ
ํ์ฒญ์ ์ฃผ๊ณ ๊ทธ ๊ฒฐ๊ณผ๋ฅผ ์ทจํฉํ ์ ์๋ค๊ณ ํฉ๋๋ค.
๊ทธ๋ฆฌ๊ณ Termix์๋ ์์คํฌ๋ก ์์คํ
์ด ์๊ธฐ
๋๋ฌธ์ ๊ฒฐ๊ณผ๋ฌผ์ด ๋ง์์ ์๋ค ๊ฒฝ์ฐ
์์ ์ด๋ ๊ฑฐ๋ถ๋ฅผ ํ ์ ์์ต๋๋ค.
์ด๋ฅผ ์
์ฉํ๋ฉด ์๋๊ฒ ์ง๋ง
์๋นํ ๋น์ฉ ๋ถ๋ด์ ๋ฆฌ์คํฌ์์
์์ ๋ก์์ง์ ์๋ ์์๋ผ
์ ์ ์
์ฅ์์๋ ๊ต์ฅํ ํ์ํ ๋งํ ๋ถ๋ถ์
๋๋ค.
๐๐
์ด ๋์ ์ด ์๋๋ค๋ฉด
๊ฒ์ ์์ด์ ํธ ์ธํ
์ ์ ๊ณตํ๋ ์ ๊ณต์๋
์งญ์งคํ ์์
์ ์ง์์ ์ผ๋ก ์ป์์ ์์ง ์์๊น์?
๋ ๋ค๋ฅธ ๋์ ์ด ์์๋๋๊ตฐ์.
#Termix
Nova retweeted
there's something i've always found a little ridiculous about proving how much money you have on a centralized exchange.
on-chain, anyone can check your wallet through a block explorer.
but on a CEX? your balance is basically sitting inside a black box.
and if someone asks you to prove you have enough funds, what are you supposed to do? send a screenshot and hope they believe you?
screenshots can be edited, and trusting someone's word isn't exactly the most reliable verification system.
this is where @primus_labs is doing something pretty interesting with zkTLS and interactive zero-knowledge proofs.
instead of exposing your exchange account details, you can generate cryptographic evidence that verifies specific information.
the process works in three steps:
- you prove ownership of the relevant account information to an attestor
- the attestor issues a signed attestation
- you share that attestation with the verifying party, allowing them to check the proof without seeing your actual account details
and the potential use cases go beyond simply proving your balance.
- OTC trading: demonstrate that you have sufficient capital for a large transaction without revealing the rest of your financial information
- Gaming: prove your token holdings to qualify for airdrops or exclusive holder benefits
- Derivatives: verify your trading history with a protocol without publicly disclosing every individual order
personally, i think OTC trading is one of the most interesting applications.
imagine two people preparing for a multi-million dollar transaction.
the buyer needs to demonstrate they have enough funds, but understandably doesn't want to share their entire financial situation.
the seller, meanwhile, needs something more reliable than a screenshot that could've been edited in five minutes.
a signed proof of funds could make that interaction much more practical.
the seller receives verifiable evidence of financial capacity, while the buyer keeps unrelated account information private.
and that's what makes the approach from @primus_labs worth paying attention to.
it's not about making everything invisible.
it's about separating what needs to be proven from what needs to remain private.
because honestly, we shouldn't have to choose between protecting our financial information and being able to prove something is true.
trust should come from verifiable evidence, not screenshots and a little faith.
especially in crypto, where some of you could probably photoshop a billion-dollar portfolio before breakfast
s.kaito.ai/PUJovLl
Nova retweeted
WL giveaway @therebelkins WL x2 ๆฝ็
ไธป็ถฒ๏ผETH
็ธฝ้๏ผ5777
ๅฎๅนๅๆฅๆ็ๅพ
ๅฎ๏ผๅๅค็ฑๅบฆ้ๅธธ้ซ๏ผ
้้
็ฎๆๅนพๅๆๅๅพๅคๅ็ฉ NFT ็ KOL ๆจ่ฆ่ช่ญ็๏ผ็ง่จๅไฝๆ่ทๆ่ชชไปๅ้ๆฒๅฎๅ็ขๅ๏ผๅพ็บ่ชชๆๅ่ฏ็นซๆ
็ตๆๆจๅคฉๅฐฑๆถๅฐไปๅ็ๅไฝไบ๏ผๆ่ชๅทฑ้ฝๅทฎ้ปๅฟ่จ้ๅไบ๐คฃ
๐ ๆฝ WL x 2
1โฃ ้ๆณจ @miaomiao_eth +@therebelkins
2โฃ ้ป่ฎ + ่ฝ็ผ +็่จ eth ๅฐๅ
3โฃ ๅกซๅฏซ็ณ่ซๅๅฎ ๐rebelkin.xyz/apply#applicatiโฆ
โฐ24hr
โผ๏ธ ๆณจๆไบ้
๏ผ้
็ฎๆฌ่บซๆ็ฏฉๅฐๅ๏ผๅท่ๅค่ๆฝ็็ๅฐๅๅบๆฌไธๆ่ขซๅทๆ๏ผ่ขซๅทๆไบๆๆๅพ็คพๅๆดป่บๆๅกๆฟ่ฃ๏ผ
WELCOME TO REBELKIN.
5,777 one-of-one characters on Ethereum. Different by design. Connected by one world.
I created RebelKin to bring 2D illustration and 3D art together in characters with their own style, culture, and story. Some are human. Some definitely arenโt.
Their cities run on ancient energy. Explorers go looking for its Sources, and dangerous creatures are never far behind. Two blocks away, someoneโs just trying to catch the train before class.
If youโve got a rebel heart, thereโs a RebelKin for you.
โก THE ALLOWLIST FORM OPENS NOW
Repost this announcement and apply at rebelkin.xyz/apply
If I follow you from this account, youโre already on my list but I do still need you to submit the form with that same X account.
Iโll also be going through my DMs to talk collaborations for guaranteed (GTD) spots.
Mint price and mint date are TBA. Iโll announce both soon.
See you in the world of the RebelKin.
Nova retweeted
How do we scale use of the Stonkbrokers DeFi Suite?
@vladtenev stated build great apps people want to use. What if we let everyone build their own apps on top of our infrastructure?
My long-term thesis is that ICOs will eventually evolve into onchain IPOs (stock token ICOs), with tokenized equities ultimately representing the majority of tokens and onchain trading volume.
I believe the crypto tokens that retain the most value will be those powering the financial infrastructure behind these markets, rather than the endless cycle of speculative assets we see today.
This is exactly why Iโm building the StonkBrokers DeFi suite the way I am.
Weโre leveraging Uniswap v4 hooks to build infrastructure specifically optimized for stock token trading and future onchain IPOs, including programmable liquidity, dynamic fees, automated liquidity management, efficient price discovery, and customizable launch mechanics.
But my vision goes far beyond building DeFi products under the StonkBrokers brand.
Weโre building a completely codeless deployment suite that will allow anyone to launch their own DEX, Smart LP/ALM platform, options trading platform, or token launchpad without writing a single line of code.
Hereโs how it will work:
1) Select the DeFi product or products you want to launch.
2) Design your frontend using our codeless website builder.
3) Customize your trading fees and revenue structure.
4) Automatically generate your own GitHub repository containing your branded frontend.
5) Connect your own domain and deploy your platform.
All of this will run through StonkBrokers smart contract infrastructure, allowing teams to operate independently branded DeFi businesses while benefiting from audited, battle-tested financial infrastructure.
You own your frontend, your brand, your domain, and your customer experience. We power the underlying financial rails.
I believe the next generation of onchain finance will be built by thousands of independent operators, banks, businesses, and communities, many of whom wonโt have the technical resources to develop their own smart contracts.
Our goal is to remove that barrier entirely. Instant On-Chain Financial Franchise.
Thatโs what weโre building at StonkBrokers.
Clock in. ๐ซก
Most people start their day with coffee and checking X. I start mine by making confidential transfers and exploring @primus_labs latest tech.
Processing fully encrypted 64bit balances in around 90ms with over 210 transfers per second across 8 RTX 5090 GPUs is seriously impressive.
Combining FHE a custom compiler and a dedicated GPU engine could bring confidential onchain finance much closer to reality.
Check it out: s.kaito.ai/HKO9DHO
If you're exploring the future of private computation start here:
s.kaito.ai/HKO9DHO
One important question is worth asking: can different machines perform the same encrypted task and still arrive at exactly the same result?
This is one of the engineering challenges @primus_labs is working on with AutoHoG.
In decentralized networks consistency matters just as much as confidentiality. If two nodes process identical encrypted inputs but produce different outputs because of hardware or rounding differences reaching consensus becomes difficult.
Primus addresses this through exact integer arithmetic and NTT based polynomial operations instead of relying on floating-point calculations.
The bigger picture is that private computation needs more than strong encryption. It needs predictable results that independent nodes can reproduce and verify.
That's an important step toward making FHE practical in decentralized systems where privacy and reliable execution must work together.
Nova retweeted
์ ํต FHE์ ํ๊ณ๋ฅผ ๊นจ๋ถ์๋ค @primus_labs AutoHoG ๊ณต๊ฐ FHE๋ ๋ฐ์ดํฐ์ ์๋ณธ์ ์จ๊ธด ์ฑ ์ํธํ๋ ์ํ๋ก ์ฐ์ฐํ ์ ์๋ ๊ถ๊ทน์ ํ๋ผ์ด๋ฒ์ ๊ธฐ์ ์ด์ง๋ง ์ฌ๊ฐํ ์๋ ๋ณ๋ชฉ์ด ๊ณ ์ง์ ์ธ ๋ฌธ์ ์์ต๋๋ค ํนํ 64๋นํธ ์ฐ์ฐ ํ๋๋ฅผ ์ํํ๋ ๋ฐ๋ง ์์ฒ ๊ฐ์ ๊ฒ์ดํธ์ Bootstrapping์ด ์ฐ์์ ์ผ๋ก ๋ฐ์ํด ์ค์ฉ์ฑ์ด ๋จ์ด์ง๋ค๋ ์ง์ ์ ๋ฐ์์์ฃ
Primus Labs๊ฐ ์ด๋ฒ์ ๋ฐํํ AutoHoG ๊ธฐ์ ์ ๋ฐ๋ก ์ด ๊ตฌ์กฐ์ ํ๊ณ๋ฅผ ์๋ฒฝํ๊ฒ ๋ํํ์ต๋๋ค
์ปค์คํ
๊ฒ์ดํธ ์๋ ์ค๊ณ์ ์ต์ ํ AutoHoG๋ ๋ค์ค ์
์ถ๋ ฅ์ ์ฒ๋ฆฌํ๋ ์ปค์คํ
๊ฒ์ดํธ๋ฅผ ์๋์ผ๋ก ์ค๊ณํ๊ณ , ๋ณต์กํ ์ฌ๋ฌ ์๋ธ์ํท์ ๋จ ํ๋์ ๋ถํธ์คํธ๋ํ ๊ณผ์ ์ผ๋ก ํฉ์ณ ์ฐ์ฐ ํจ์จ์ ๊ทน๋ํํ์ต๋๋ค
์๋์ ์ธ ์ฑ๋ฅ ์์น ์๋น๋์ RTX 5090 GPU 8๊ฐ ๊ธฐ์ค์ผ๋ก ํ
์คํธํ ๊ฒฐ๊ณผ 64๋นํธ confidential transfer(๊ธฐ๋ฐ ์ ์ก)๊ฐ ๋จ 90ms ๋ง์ ์๋ฃ๋๋ฉฐ ์ด๋น 210ํ ์ด์ ์ฒ๋ฆฌ๋๋ ๊ฐ๋ ฅํ ์ฑ๋ฅ์ ์
์ฆํ์ต๋๋ค
์จ์ฒด์ธ ๊ธ์ต์ ์ค์ฉํ ๊ฐ์ ์ด์ ๋ํ ์๋ฒ๊ฐ ์๋ ์๋น์์ฉ GPU ํ๊ฒฝ์์๋ 0.1์ด ์ด๋ด์ ๊ธฐ๋ฐ ์ฐ์ฐ์ด ๊ฐ๋ฅํด์ก์ต๋๋ค. ์ด๋ก์จ '์ด๋ก ์์ ๊ธฐ์ '์ ๋จธ๋ฌผ๋ ๋ FHE๊ฐ ์ค์ ํ๋ผ์ด๋ฒ์๊ฐ ํ์์ ์ธ ์จ์ฒด์ธ ๊ธ์ต ์๋น์ค์ ๊ณง๋ฐ๋ก ํฌ์
๋ ์ ์๋ ๊ฐ๋ ฅํ ์ค์ฉ์ฑ์ ํ๋ณดํ๊ฒ ๋์์ต๋๋ค
์๋ ๋ฌธ์ ๋๋ฌธ์ ๋ ์ฅ๋ฒฝ์ ๋ถ๋ชํ๋ FHE๊ฐ ์๋น์์ฉ GPU ๊ธฐ์ค 0.1์ด ์ํ์ ์ฐ์ฐ ์ฑ๋ฅ์ ์ฆ๋ช
ํด ๋ธ ๊ฒ์ ์จ์ฒด์ธ ๊ธฐ๊ด ๊ธ์ต๊ณผ ํ๋ผ์ด๋ฒ์ ์ธํ๋ผ ๋ ์ด์ด์ ์์ด ๊ฒ์ ์ฒด์ธ์ ๊ฐ ๋ฑ์ฅํ์์ ๋ณด์ฌ์ฃผ๋ ๊ฒ ๊ฐ์ต๋๋ค
์ ๊ธ์ ์ธ์ฉํด์ฃผ์ ๋ถ๋ค ํฌ์คํ
์
์์๋๋ก ์ธ์ฉํด๋ณด๋ ค ํฉ๋๋ฐ ><
@primus_labs ๋ ์ด๋ป๊ฒ ์ซ์๋ฅผ ๊ฐ๋ฆฐ ์ฑ ๊ณ์ฐํ๊ณ , ๊ทธ ๋ต๊น์ง ์ฆ๋ช
ํ ๊น์?
๋ณด์ ์์ฐ๊ณผ ํฌ์ ๋น์ค์ ์ํ์ ์ ๊ฒํ๋ ๋ฐ ํ์ํ ์ซ์์ง๋ง, ๊ทธ ์ซ์๋ฅผ ๋ณด๋ฉด ๊ธฐ๊ด์ด ์ด๋์ ์ผ๋ง๋ ํฌ์ํ๋์ง๋ ์ ์ ์์ฃ .
Primus๊ฐ ์ฐ๊ตฌํ๋ zkFHE๋ ์ด๋ฐ ์ ๋ณด๋ฅผ ์ํธํํ ์ํ๋ก ๊ณ์ฐ์ ํ์ฉํ๋ ๊ธฐ์ ์ด์์.
๋จผ์ FHE(์์ ๋ํ์ํธ)๊ฐ ๊ณ์ฐ์ ๋ด๋นํฉ๋๋ฐ
๊ธฐ๊ด์ด ๋ณด์ ๋น์ค์ ์ํธํํด์ ๋ณด๋ด๋ฉด,
๊ณ์ฐ์ ๋งก์ ์์คํ
์ ๊ทธ ๊ฐ์ ๋ณตํธํํ์ง ์๊ณ ๋ ์ฒ๋ฆฌํ ์ ์์ด์!
๊ณ์ฐ ๊ฒฐ๊ณผ๋ ์ํธํ๋ ํํ๋ก ๋์ค๊ณ , ๊ถํ์ด ์๋ ์ชฝ์ด ๊ทธ ๊ฒฐ๊ณผ๋ฅผ ์ด์ด๋ณผ ์ ์์ต๋๋ค.
๊ทธ๋ฐ๋ฐ ๊ฒฐ๊ณผ๋ฅผ ๋ฐ์ ๋ ์
์ฅ์์๋ ํ ๊ฐ์ง๊ฐ ๋ ๊ถ๊ธํ์ฃ .
โ์ด ๋ต, ์ฐ๋ฆฌ๊ฐ ์ ํ ๋ฐฉ์์ผ๋ก ๊ณ์ฐํ ๊ฒ ๋ง์์?โ
์ฌ๊ธฐ์ ์์ง์ ์ฆ๋ช
์ด ์ฐ์
๋๋ค
Primus๊ฐ ์ฐ๊ตฌํ๋ zkFHE๋ ๊ฒฐ๊ณผ์ ํจ๊ป ๊ณ์ฐ์ ๋ํ ์ฆ๋ช
์ ์ ๊ณตํด, ์๋ณธ ์ซ์๋ฅผ ๋ณด์ง ์๊ณ ๋ ์ ํด์ง ๊ท์น์ ๋ฐ๋ผ ๊ณ์ฐํ๋์ง ํ์ธํ ์ ์๊ฒ ํ๋ ์ ๊ทผ์ด์์
์ด์ฉ์ฌ ์ธ ๊ณณ์ด ๊ฐ์ ํ์ฌ์ฑ์ ํฌ์๊ฐ ๋ชฐ๋ ธ๋์ง ์ ๊ฒํ๋ ์ํฉ์ ์๊ฐํด ๋ณผ๊ฒ์.
์ธ ๊ณณ์ ๊ฐ์์ ๋ณด์ ๋น์ค์ ์ํธํํด ์ ์ถํ๊ณ , ์์คํ
์ ์๋ ์ง๋ฌธ์ ๋ตํ๋๋ก ์ค๊ณํฉ๋๋ค.
โ์ด ํ์ฌ์ฑ์ ํฌ์๊ธ์ 30% ์ด์์ ๋ฃ์ ์ด์ฉ์ฌ๊ฐ ๋ ๊ณณ ์ด์์ธ๊ฐ์?โ
๋ ๊ณณ์ด ๊ธฐ์ค์ ์ถฉ์กฑํ๋ค๋ฉด, ์ ๊ฒ ๋ด๋น์์๊ฒ๋ โ์โ๋ผ๋ ๋ต๊ณผ ๊ณ์ฐ ์ฆ๋ช
์ด ์ ๋ฌ๋ฉ๋๋ค.
๊ฐ ์ด์ฉ์ฌ๊ฐ ์ผ๋ง๋ฅผ ํฌ์ํ๋์ง๋ ๊ฒฐ๊ณผ์ ํฌํจํ์ง ์์์!
๊ณต๋ ์ ๊ฒ์ ํ์ํ ์ง๋ฌธ ํ๋๋ฅผ ์ ํ๊ณ , ๊ทธ ์ง๋ฌธ์ ๋ํ ๋ต์ ๋ฐ์ ์ ์๋ ๊ตฌ์กฐ์
๋๋ฐ
์
๋ ฅ๊ฐ์ด ์ด๋์์ ์๋์ง๋ ํ์ธํด์ผ ํ๋ค๋ฉด,
Primus์ zkTLS๊ฐ ์ฐ๊ฒฐ๋๋ ์ง์ ์ด ์๊น๋๋ค.
๋ณด์ ์ ๋ณด๊ฐ ์ธ๋ถ ๊ธ์ต ์๋น์ค์ ์๋ค๋ฉด, zkTLS๋ ๋ฐ์ดํฐ๊ฐ ์ง์ ํ ์น ์ถ์ฒ์์ ์๋์ง ํ์ธํ๋ ๋ฐ ์ฐ์ผ ์ ์์ด์.
zkTLS๋ ๋ฐ์ดํฐ์ ์ถ์ฒ๋ฅผ, zkFHE๋ ๊ทธ ๋ฐ์ดํฐ๋ก ์ํํ ๊ณ์ฐ์ ๊ฒ์ฆํ๋ ๋ฐ ์ฐ์ด๋ ์
์
๋๋ค!
Primus๋ ์ด๋ฐ ๊ธฐ๋ฅ์ ๊ธฐ์กด ์จ์ฒด์ธ ๊ธ์ต ์ฑ์ ์ฐ๊ฒฐํ ์ ์๋ ์ธํ๋ผ๋ฅผ ๋ง๋ค๊ณ ์์ต๋๋ค.
๊ธ์ต ์ฑ์ ์ค๊ณํ๋ ํ์ ์ด๋ค ์กฐ๊ฑด์ ํ์ธํ ์ง, ๊ฒฐ๊ณผ๋ฅผ ๋๊ตฌ์๊ฒ ๋ณด์ฌ์ค์ง ์ ํ๊ณ , Primus์ ๊ธฐ์ ์ ํ์ฉํด ๊ทธ์ ํ์ํ ๊ฒ์ฆ๊ณผ ๊ณ์ฐ์ ๊ตฌ์ฑํ ์ ์์ต๋๋ค.
์ฌ๋ฌ ๊ธฐ๊ด์ ์ ๋ณด๊ฐ ํ์ํ ์
๋ฌด์์, ๊ฐ ๊ธฐ๊ด์ด ๊ณต์ ํด์ผ ํ๋ ์ ๋ณด์ ๋ฒ์๋ฅผ ์ค์ผ ์ ์๋ ์ด์ ์
๋๋น.
์๋์ ๋งํฌ๋ก ํ๋ฒ ์ฒดํํด๋ณด์์ฃต!
s.kaito.ai/FsRtUjU
last time i talked about why @primus_labs private vaults are interesting
this time i actually used them
took me less than 5 mins, here's the full flow ๐
1/ get USDT on BNB chain
that's all u need to start
2/ shield it
โ dapp.primuslabs.xyz/shield
โ connect wallet, pick USDT, enter amount, confirm
โ ur USDT becomes eUSDT (encrypted, nobody can track ur balance)
3/ deposit into the vault
โ dapp.primuslabs.xyz/vaults
โ open the eUSDT vault
โ pick an amount, accept the terms, hit stake
done, ur position is now private and earning
4/ bonus: send it privately
โ dapp.primuslabs.xyz/send
โ enter amount + any EVM address, confirm
eUSDT moves without showing the world ur wallet
5/ exiting
โ unshield eUSDT back to USDT from the shield page
โ vault withdrawals follow unlock + batch processing, so read the terms before u deposit
reading about FHE and zkTLS is one thing
using it hits different
would u put ur stables in a private vault?
xp tasks here if ur farming โ s.kaito.ai/t15nIgB
what if you could verify where your DeFi yield comes from without exposing your own positions?
thatโs what makes @primus_labs interesting to me
two vaults are live right now:
โ eU
โ eUSDT
both were showing around 11% APY when I checked.
the yield comes from Unitas, which uses delta neutral strategies and hedges on centralized exchanges.
but hereโs the interesting part:
โ Binance hedge balances can be verified using zkTLS, so youโre not just relying on a dashboard.
โ FHE keeps your vault positions private, so others canโt track your balances and movements.
you get visibility into the reserves backing the strategy without giving up your own privacy.
thatโs a combination we donโt see very often in DeFi.
APY is floating, and the strategy still carries risk, so check the live rate before depositing.
would you try a vault like this?
Nova retweeted
Been seeing more people talk about @primus_labs lately.
Its CoinMarketCap listing definitely got my attention and now there's more talk about a possible November TGE.
Of course, nothing is confirmed yet so I'm not getting ahead of things.
Still after following Primus and seeing what they've been building with zkTLS and FHE I'm curious to see what's coming next.
Maybe PRIMUS has a few surprises left for us ๐
What do you think?
๐ค Paid partnership
Nova retweeted
ๅๆฅไป็ปไธไธ @primus_labs ็ๅฆไธ้กน่ฟๅฑ๏ผๅจๅค้่ฏๆ๏ผProof of Reserves๏ผPoR๏ผใ
Primus ไนๅจๆข็ดขๅจๅค้่ฏๆๅจ็ฐๅฎ้่ๅบๆฏไธญ็ๅบ็จใ
้่ฟไธ Unitas ๅ Brevis ็ๅไฝ๏ผPrimus ๆญฃๅจไธบ USDu ๆไพๅฏ้่ฟๅฏ็ ๅญฆ้ช่ฏ็ๅจๅค้่ฏๆใ
่ฟๅฅ็ณป็ป็ปๅไบไธไธชๅ
ณ้ฎๆๆฏ๏ผ
โข zkTLS๏ผ ็จไบ้ช่ฏๆฅ่ช้พไธ็้่ไฟกๆฏใ
โข ๅฏ้ช่ฏ่ฎก็ฎ๏ผ ๅฏนๅจๅค้ๆฐๆฎ่ฟ่กๅค็๏ผๅนถ็กฎไฟ่ฎก็ฎ็ปๆๅฏไปฅ่ขซ็ฌ็ซ้ช่ฏใ
โข ๅฏ็ ๅญฆ่ฏๆ๏ผ ไธบ้ๆใๅฏไฟก็ๅจๅค้ๆฅๅๆไพๆฏๆใ
Primus ่ฟ็ปดๆค็ๅ
ฌๅผ็ๅจๅค้่ฏๆๆๆกฃ๏ผไป็ปๅ
ถๆบๆๅไฝ้ๆ๏ผไปฅๅๅฆไฝๅจไฟๆค้็ง็ๅๆถๆฑๆปๅจๅค้ไฟกๆฏใ
ๆๆๆๅ
ด่ถฃ็ไธ็นๆฏ๏ผๆบๆๅฏไปฅๅจไธๅ
ฌๅผๆๆ็งไบบ่ดฆๆทไฟกๆฏ็ๆ
ๅตไธ๏ผ่ฏๆ่ชๅทฑ็ๅจๅค้็กฎๅฎๅญๅจใ
่ฟๅฏน็จณๅฎๅธใ่ตไบงๆ็ฎกๆบๆๅๆบๆ้่ๆฅ่ฏดๅฐคๅ
ถ้่ฆ๏ผๅ ไธบ่ฟไบ้ขๅๆข้่ฆ้ๆๅบฆ๏ผไนๅฟ
้กปไฟๆคๆๆ็่ดขๅกไฟกๆฏใ
่ฟไนๆฏ Primus ๆญฃๅจๆข็ดข็ๅฆไธไธชๆนๅ๏ผ่ฎฉ้็งไฟๆคไธๅฏ้ช่ฏๆง่ฝๅคๅจ็ฐๅฎ้่็ณป็ปไธญๅ
ฑๅญใ
ๅๆฅ็็ @primus_labs ็ๅฆไธ้กน้่ฆ่ฟๅฑ๏ผไธ Kaito ็้ๆใ
่ฟ้กนๅไฝๅฏนๆ่ฟๆ ท็ๅ
ๅฎนๅไฝ่
๏ผไปฅๅๆดไธช Web3 ็คพๅบๆฅ่ฏด๏ผ้ฝๅพๅผๅพๅ
ณๆณจใ
ไฝ ็ฅ้ๅ๏ผPrimus ๅทฒๆไธบ Kaito Pulse ๅ Aura ่ๅ็้ช่ฏๅบ็ก่ฎพๆฝใ
่ฟ้กน้ๆไฝฟ็จไบ zkTLS ๆๆฏ๏ผๅฏไปฅๅจไธ่ฆๆฑ็จๆทๆไพ็ปๅฝๅญ่ฏ็ๆ
ๅตไธ๏ผ้ช่ฏ็จๆทๅจ้พไธ็ๆดปๅจใ
ๅ
ทไฝๆฅ่ฏด๏ผๅฎๆฏ่ฟๆ ท่ฟไฝ็๏ผ
โข ็จๆทๅฏไปฅ่ฏๆ่ชๅทฑๅฎๆไบ็นๅฎ็็คพไบคๆดปๅจใ
โข ้ช่ฏ่ฟ็จๅจๆต่งๅจๆฌๅฐๅฎๆใ
โข Kaito ๆฅๆถๅฐ็ๆฏๅ ๅฏ่ฏๆ๏ผ่ไธๆฏๅฏน็จๆท่ดฆๆทไฟกๆฏ็ๆ ้ๅถ่ฎฟ้ฎๆ้ใ
โข ็ป่ฟ้ช่ฏ็ๆดปๅจๅฏไปฅ็จไบๅฃฐ่ชๅๅฝฑๅๅ่ฏไผฐใ
ไธบไปไน่ฟๅพ้่ฆ๏ผ
ๅฏนไบๅไฝ่
ๆฅ่ฏด๏ผ็บฟไธๆดปๅจๅๅ
ๅฎน่ดก็ฎๆๅฉไบๅปบ็ซไธชไบบๅฃฐ่ช๏ผไฝ้ช่ฏ่ฟไบๆดปๅจไธๅบ่ฏฅไปฅไบคๅบไธชไบบ่ดฆๆทไฟกๆฏไธบไปฃไปทใ
่ฟๆญฃๆฏ่ฟ้กน้ๆ่ๅ็ๆ ธๅฟ็ๅฟต๏ผ่ฎฉ็บฟไธๆดปๅจๅๅพๅฏ้ช่ฏ๏ผๅๆถไฟๆค็จๆท็็งไบบไฟกๆฏใ
่ฟไนๆฏๆจๅจ Web3 ็ๆๅๅฑ็ไธไธช้่ฆๆนๅ๏ผ่ฎฉ้็งไฟๆคไธๅฏไฟก้ช่ฏ่ฝๅคๅๆถๅฎ็ฐใ
Nova retweeted
Right now, Iโm at 274 reputation points on @primus_labs with 28 records.
Thereโs a new task under Agentic Ara called Proof of Creation.
You can now verify your video creation activity on Hailuo, CapCut and Dreamina.
Make sure you do yours too, and donโt forget to stay active on Discord and participate in activities to earn some roles.
Keep building your reputation on Primus.
Private DeFi and anonymous DeFi might sound similar, but they are not the same.
Private DeFi is about keeping sensitive financial information, like your wallet balance, transfer amounts and trading positions, from being exposed to everyone.
Anonymous DeFi focuses more on hiding the identity of the people behind the transactions.
The interesting part is that you can protect financial information without hiding wallet addresses or removing accountability.
This is the approach @primus_labs is taking with its Confidential Vault, using encryption to keep financial activities private while still allowing authorized verification when needed.
Privacy doesnโt have to mean losing transparency completely.
Iโm increasingly convinced that privacy infrastructure has a distribution problem, not just a technology problem.
And @primus_labs is approaching it differently from standalone privacy chains.
Think about what a new privacy blockchain needs to succeed:
โข Liquidity to attract users
โข Applications to give that liquidity a purpose
โข Developers willing to build on another network
โข Users willing to bridge assets and change their existing habits
Thatโs a lot of infrastructure to bootstrap before the privacy features even become relevant.
Primus is taking a different route.
Instead of building a separate financial ecosystem, itโs adding confidentiality and verification to applications that already exist.
Hereโs how that plays out across its products.
โ Confidential Finance on BNB Chain
Users can shield supported stablecoins, transfer encrypted balances and access yield through the Confidential Vault.
The underlying yield comes from an existing Unitas strategy.
Primus adds confidentiality without requiring users to migrate to a dedicated privacy chain.
Thatโs a much simpler distribution proposition.
โก Unitas Reserve Verification
@UnitasLabs holds part of its backing in centralized exchange accounts.
Those assets arenโt directly visible through blockchain explorers.
Primus authenticates the external financial records, while the broader verification system produces evidence of reserve backing without exposing individual positions.
The issuer doesnโt need to rebuild its financial operations around a new blockchain.
โข AllScale Payroll
@allscaleio tested four encrypted salary payments using Primus technology.
The amounts remained confidential while settlement was recorded on BNB Chain.
It was a demonstration using fictional employees, not production payroll.
Still, it shows how an existing payment application could add confidential transactions without moving its entire business to another ecosystem.
โฃ Kaito Pulse and Aura
This one is particularly revealing.
Primus verification is integrated into @KaitoAIโs reputation products, allowing users to authenticate selected external account activity.
Users donโt need to understand zkTLS or visit Primus directly.
They interact with Kaito, while Primus provides the verification infrastructure.
โโ
Now, consider the economics.
A standalone privacy chain needs its own liquidity and application activity to generate network demand.
Primus can potentially earn verification and computation fees from activity originating across multiple existing applications.
That changes how adoption can develop.
More applications integrating Primus could mean more verification requests, without Primus having to acquire every end user itself.
But thereโs a trade-off.
An infrastructure provider embedded inside another application doesnโt necessarily own the customer relationship.
Kaito owns the reputation experience. Unitas owns the underlying financial product. AllScale owns the payroll workflow.
Primus supplies a component those applications can use.
That can lower customer acquisition costs, but it also creates dependency on partners and raises questions about pricing power.
And integrations donโt automatically translate into meaningful revenue.
โโ
My thesis is that Primus has chosen a potentially more capital-efficient route to privacy adoption.
Rather than competing with existing chains for liquidity, itโs trying to monetize financial activity already happening on them.
The risk is becoming infrastructure that applications depend on but arenโt willing to pay much for.
Ultimately, the economics will depend on whether Primus can capture enough value from the verification and confidential computation it provides.
Thatโs the comparison Iโd make when evaluating Primus against standalone privacy ecosystems.
Not which project has the most sophisticated cryptography, but which distribution model can turn privacy into a sustainable business.
s.kaito.ai/dQ4ghGJ
Replying to @primus_labs
@primus_labs published a technical deep dive on AutoHoG, its FHE engine. I read through it so you don't have to.
First, the problem. Fully homomorphic encryption has always had the same complaint: it's too slow to use.
Now the numbers, straight from Primus:
- A confidential transfer on fully encrypted 64-bit balances: about 90 ms
- Bootstrapping: around 5 ms
- Throughput: 210+ per second, per the banner
- Hardware: eight consumer RTX 5090s, not specialized gear
What I like: the hardware. If this runs on GPUs you can buy off the shelf, the cost barrier drops a lot. And 90 ms is the kind of number where a private transfer starts to feel like a normal one.
What I'd want to know: these are self-reported, and a transfer benchmark isn't the same as a full production workload. I'd like to see independent testing and real usage on Confidential Vault before calling this settled.
The verdict: promising, and it makes "privacy is too slow" a harder argument. Not proven yet, but worth watching closely.
DYOR. Not financial advice.
Which would convince you more, independent benchmarks or real volume?
Start earning Primus XP: points.primuslabs.xyz?ref=PIโฆ
Join the campaign on Kaito: s.kaito.ai/H7qdDQZ
Nova retweeted
7 days left on @primus_labs Kaito Epoch 2 ๐
What counts in the final stretch:
โ Your best 4 posts
โ Mindshare, boosted by XP referrals
โ 0.3% of PRIM in the pool
No TGE date yet. Write about the product (zkTLS, FHE, PoR), not another farm thread.
Start Exploring Primus : s.kaito.ai/kOCpknb
Nova retweeted
Something interesting is building around @primus_labs
Primus is expanding its ecosystem with new updates across zkTLS and FHE.
Hereโs what caught my attention:
โญ PRIM now has a CoinMarketCap preview page showing a 1B max supply
โญ Kaito Katalyst Epoch 2 is live with new quests
โญ Proof of Creation now includes CapCut Hailuo and Dreamina verification
โญ Primus is using zkTLS to verify real creator activity without relying on screenshots
โญ Its bigger vision is to make Web2 data verifiable while protecting user privacy
There is also growing speculation about a possible November TGE but nothing has been officially confirmed yet.
I'm keeping an eye on the official tokenomics announcement contract details and upcoming developments.
Primus is building something worth watching.
Nova retweeted
I think the @primus_labs TGE is approaching
new Primus tasks and CoinMarketCap page caught my attention today. and if you're someone who creates AI videos, this one's worth checking first.
Primus Points has reportedly added a new category under Agentic Ara: Proof of Creation
three new verification tasks:
- Hailuo
- CapCut
- Dreamina
the tasks focus on verifying your video creation count from these platforms.
How to do
1) Go s.kaito.ai/SSFH04f and connect your wallet.
2) Make sure your official Primus Chrome extension is updated to v0.4.15.
3) Open Tasks & Campaign.
4) Head to Agentic Ara > Proof of Creation.
5) Choose a platform you actually use and follow its verification process.
but here's what I find more interesting than the extra XP. think about how difficult it is to verify someone's activity across different creator platforms. a screenshot can be edited. a social media profile doesn't necessarily show how much work happened behind the scenes. and manually reviewing someone's entire account history isn't exactly scalable.
Primus uses zkTLS to approach that problem differently. it can generate verifiable attestations from authenticated web data.
so an application can check specific activity information without simply taking someone's screenshot at face value.
but there's an important limitation.
proving that an account has created a certain number of videos doesn't automatically prove who made every video, who owns the copyright, or whether the content is any good.
those are separate questions and I actually think making that distinction is important.
because verified creator activity could eventually become useful for reputation systems, creator marketplaces, or platforms trying to evaluate real participation.
the same underlying verification approach also has applications in finance, where authenticated external data can help support onchain decisions.
one more thing worth noticing:
$PRIM now has a CoinMarketCap preview page showing a 1B maximum supply. but preview doesn't mean TGE confirmed yet.
anyone here using CapCut, Hailuo or Dreamina?
I'm curious which of these new verification tasks you're trying first.
FHE has always had a simple promise
compute on encrypted data without exposing the balances or logic behind it
the difficult part was making that computation fast enough to use
@primus_labs is working on this problem from the layer most people rarely talk about
the way encrypted circuits are designed and executed
in traditional gate by gate evaluation a 64 bit operation can turn into thousands of gates
and if every gate needs its own bootstrapping the cost grows very quickly
AutoHoG takes a different approach
it can automatically design custom gates with multiple inputs and outputs
then find parts of a circuit that can be merged into a single bootstrapping
instead of treating every small gate as a separate job
the result is a more regular workload that GPUs can process efficiently
according to Primus their current benchmark on 8 RTX 5090 GPUs shows
around 90 ms for a 64 bit confidential transfer
more than 210 transfers per second
and 8x scaling from one GPU to eight
these numbers are reported by Primus for a specific confidential transfer benchmark
so they should not be read as total blockchain throughput
but they do show why the compiler layer matters
FHE is not only a cryptography problem
it is also a circuit design problem
a compiler problem
and a hardware problem
what i find interesting is that Primus is trying to build all three layers together
the encrypted computation
the system that optimizes it
and the engine that executes it with exact integer arithmetic
if the same encrypted input produces the same bytes across different nodes
that kind of determinism becomes important for decentralized execution
the bigger idea is not that FHE suddenly became free
it is that confidential computation may be moving from a theoretical privacy feature toward something that can actually support onchain finance
and that shift will depend as much on engineering as it does on cryptography
s.kaito.ai/YB7h4Fn
collateral tells a lender how much a borrower can lock
it says much less about how that borrower manages money outside the chain
@primus_labs is exploring whether offchain financial data can become another signal for onchain lending
a borrower could prove selected facts about their income payment history or credit profile through zkTLS
without revealing more of their financial records than necessary
a lender may not need to see every transaction
they may only need to verify whether a specific condition is true
the payment history meets a required condition
income is above a certain level
or the borrower's credit score reaches a required threshold
that proof could then be used in an onchain credit assessment
not as a replacement for collateral
but as another signal alongside it
this could support more flexible lending models
personalized lending rates
dynamic collateral requirements
and interest rates based on risk instead of one fixed model for everyone
the Primus docs also describe a broader direction where identity assets and credit information can be combined with onchain data
borrowers could provide proofs from offchain sources while lenders use them to evaluate risk
there is also the idea of updating asset proofs over time
if a borrower's financial position changes beyond an agreed range repayment or liquidation conditions could be triggered
none of this means that private credit data needs to be placed publicly onchain
the useful part is proving a specific claim without revealing the entire record behind it
that could give DeFi more context when evaluating borrowers
while allowing users to keep control over the financial information they choose to share
to me the interesting question is not whether collateral disappears
it is whether onchain lending can eventually make better decisions with less unnecessary disclosure
s.kaito.ai/YB7h4Fn





































































