𝐂𝐇𝐄𝐓𝐀𝐍

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𝐂𝐇𝐄𝐓𝐀𝐍

𝐂𝐇𝐄𝐓𝐀𝐍

@CryptoWithCK

Web3 Researcher | Writer | Explainer

Katılım Kasım 2024
1.4K Takip Edilen1.1K Takipçiler
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𝐂𝐇𝐄𝐓𝐀𝐍
𝐂𝐇𝐄𝐓𝐀𝐍@CryptoWithCK·
👀 saw this today from @PrismaXai they got into @nvidia Inception, which honestly matters more than it sounds at first it’s not just “more compute”, it’s the kind of support that actually speeds up how fast they can test and improve things in real environments most people still think robots improve from simulations, they don’t, not really real progress comes from humans interacting with them, messy data, real situations, constant correction that’s what PrismaX is focused on, fixing that learning loop instead of just building another “better robot” with NVIDIA backing the infra side, that loop gets tighter, faster, less disconnected feels like a small update on surface, but this is the part that actually moves things forward Gprisma
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Abhi.eth
Abhi.eth@EarnByAbhi·
Earn in $, spend in INR💀
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Tovide📉💎
Tovide📉💎@Tovide_·
Most people still think privacy onchain = mixers, tumblers, shielded pools. Those are dead. Regulators will kill every single one of them. #MultiHopper just made them irrelevant and built the replacement natively on Solana.
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𝐂𝐇𝐄𝐓𝐀𝐍 retweetledi
Sayan Saha
Sayan Saha@SayanIntel·
RIVER Technicals vs. @River4fun Fundamentals: The outlook of 2026. 1/ The Chart Reality: Analysis of the $RIVER/USDT Perpetual on Binance is a V-shape recovery attempt. The volatile spike had reached to an $85+ and the resultant flush to the $10-11 base, the price has stabilized at $25.79. 2/ Support/Resistance: EMA 20 ($18.40) and EMA 50 have topped their resistance potential and moved on to support. It is a very essential technical change. The second significant stop on the road is the supply zone of 30. A break there would spell back the hype of Fair Launch. 3/ What is River4FUN? It is more than a layer of rewards, it is the Social Mining engine of the riverdot Incorporation. The River4FUN enables users to get River Points through quantitative social efforts on X, without colossal funds. It is Proof of Engagement at work. 4/ The Ecosystem Power: The nature of the core technology of the role- Omni-CDP, BTC, ETH, BNB can be minted into satUSD on-chain. As traders analyze the price of the @RiverdotInc , builders are analyzing the price of the TVL of the $130M or more and the yielding vaults. 5/ Final Review: River4FUN incentive model ensures the community remains sticky, but RIVER is a high leveraged environment (F/S ratio is high) at the moment. The utility of a bridge-less stablecoin system is the actual long-term Alpha whether you are trading the EMA bounce or farming points.
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Sayan Saha@SayanIntel

The "Road to April" Mega-Post Title: The River Strategy Season 4 Timelines and The 210 Day Edge. 1/ @RiverdotInc has gotten the roadmap of the next stage. Farmers, this is a word of caution in case you are in farming Season 4: The finish time is technically one month, but it is those who have the formula figured out that will gain the most. 2/ The Timeline: Season 4 is projected to be completed in the end of April. That is the last day of the River Pts conversion window (Day 210). We do not race to score points rather we race to the ultimate conversion milepost. 3/ Why Day 210 Matters: The conversion rules are designed on the basis of giving in the system to the "Diamond Hands." conversion cut off before school starts = normal rate. Max multiplier =1/day 210 conversion. The protocol is literally bidding us to remain resolute to the satUSD and Omni-CDP vision. 4/ Post-S4 Utility: What about the update of today was the most significant feature? Even after the end of Season 4, River Pts is convertible in @River4fun . This eliminates the dump strain and users can leave at their own will and ideally, they keep staking in hope of that 8x veRIVER multiplier. 5/ Market Context: This April clarity has come at the time the bulls needed it $RIVER tests it at $24.94 today and 48 hours before the March 22 unlock. It demonstrates that the team is concentrating on a long-term and sustainable exit shape of all parties. 6/ Final Move: I would be pushing that final leg of Mindshare until April wrap. When your Index of Hype is stagnant, then it is time to invest more time into quality content. The River is an only one-way stream towards the finish line.

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𝐂𝐇𝐄𝐓𝐀𝐍
𝐂𝐇𝐄𝐓𝐀𝐍@CryptoWithCK·
gPerle guys! Perle isn’t fixing AI models, it’s fixing what they learn from @PerleLabs is focused on the input side where most systems quietly fail, not because models are weak but because the data they learn from is messy and unreliable ●why scaling isn’t fixing it: most AI is trained on scraped internet data that looks huge but is full of repetition bias and weak labeling, so adding more compute just scales the same problems instead of solving them ●what Perle is doing differently: instead of depending on random crowd input they bring humans into the loop in a more structured way, where data is reviewed refined and checked before it reaches training ● how quality is controlled: contributions aren’t blind, they’re tracked and evaluated, so over time better contributors matter more and low quality input gets filtered out ● what this changes: this turns data from something messy into something more reliable, which means models learn from cleaner signals instead of noise ● what it means long term: if this approach works at scale then progress in AI won’t come from bigger models, it’ll come from better data that actually makes those models useful in real situations “participating in @PerleLabs community campaign.” #PerleAI #ToPerle
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AltCoiner (🔺,🔻)
AltCoiner (🔺,🔻)@realAltcoiner·
PrismaX just joined the NVIDIA Inception Program. For those unfamiliar, it’s NVIDIA’s global initiative designed to support early stage AI startups. Companies in the program get access to things like AI development tools, GPU infrastructure, technical guidance, training resources, and connections within NVIDIA’s broader ecosystem. Programs like this are generally meant to help startups accelerate development by lowering the barrier to advanced compute and AI tooling. @PrismaXai is building towards the future of physical AI, Are you a part of it yet?
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HASSAN
HASSAN@hassankhan96452·
Eid Mubarak ✨ How’s your first day is going?
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Quang
Quang@quang250802·
when you’re the only one bullish on a project while the whole CT says it’s a scam:
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Maisha ( KOMA )
Maisha ( KOMA )@maisha_anj63027·
Lamo Lamo Lamo 😹😹😹 Some people are saying @billions_ntwk will scam 🚨🚨 The Billions project is working for the future, just like we’ve seen with Billions is working in a similar way. Billions is growing a Human + AI network to ensure that no one is a bot. They are also working well with the Korean community to figure out how they can take their token to a strong level in the future. Billions gave a free Supermask NFT to those who were in the top 500, which was worth almost $130.And they also rewarded the Korean community with $10K for a 10-day campaign. Those who keep shouting ‘scam, scam’ have never actually worked with Billions and don’t have a proper understanding of the project. They’re just trying to boost their post engagement, lol.
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Kainth.IP
Kainth.IP@KrishanVer30721·
Hard work pays off Thnx @PerleLabs i am eligible with my contribution Don’t hate just focus on goal ✔️✔️🦾
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Shifu
Shifu@Shifu_38·
gPerle familiaa! Today we gonna learn about something great about @PerleLabs Which you don't know. Now time for jump into this. Human Verified Annotations at Scale In the era of AI, data quality is everything. Even the most advanced models can fail without accurate, well structured and reliable training data. That’s where our human verified annotation system makes the difference. We’ve built a powerful workflow that combines expert human intelligence with rigorous multi layer quality control. Every piece of data goes through structured validation steps to ensure it meets the highest standards before being used in AI training. What truly sets us apart is our onchain proof of work. Every annotation is transparently recorded, making contributions traceable, verifiable and tamper proof. This not only builds trust but also creates accountability across the entire ecosystem. Our network of domain experts ensures that each annotation is not just completed but done with deep understanding and precision. From edge cases to complex datasets, we focus on delivering consistent, high quality outputs at scale. Why it matters: - Eliminates low quality, spam and duplicate data - Ensures consistency across large datasets. - Builds trust through transparent validation. - Supports scalable AI development with reliable inputs. Whether you're training LLMs, computer vision models or specialized AI systems quality data is your competitive advantage. With human verified annotations, you’re not just collecting data you’re building a strong, trustworthy foundation for smarter more accurate AI. Build smarter AI with data you can trust. @PerleLabs community campaign #PerleAI #ToPerle
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Wonnie🔺
Wonnie🔺@wonnie·
Content creation 103: > create contents for the right projects > don’t stain your creator journey with bad influence > have in depth knowledge of content creation > don’t follow the crowd, be different > don’t be a billboard > content creation is a service, monetize with wisdom > let your creativity in your content speak for you. Don’t miss the next lecture
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𝐂𝐇𝐄𝐓𝐀𝐍 retweetledi
CIN
CIN@Chinwo2·
If we're being real holding btc, eth, or sol is solid, but leaving them idle doesn’t do much instead of just waiting, you can put those assets to work and still keep your exposure MEXC Earn makes that easy with flexible options, steady yield, and access to your funds when needed no need to force trades or take unnecessary risks better to stay positioned while your capital keeps moving check it out: mexc.com/en-GB/earn?inv… @MEXC_Official
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Billions
Billions@billions_ntwk·
Billions Network token ($BILL) has been added to @coinbase’s official roadmap. Step by step 👣 towards a scalable, decentralized, privacy-first identity infrastructure for both humans (KYC) and AI agents (KYA). Exactly the kind of trust layer the next Internet of Trust needs🤝🤖
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Billions@billions_ntwk

The ticker is $BILL 👀

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S H A HE D (privacy szn)
S H A HE D (privacy szn)@shahed05miazee·
Most blockchain networks move data using simple forwarding. A node receives a block or batch, then sends the same data to multiple peers. Those peers repeat the process until the entire network is synchronized. It works, but it comes with a cost. As networks grow, the same data gets transmitted many times across different paths, creating redundancy and consuming bandwidth. This is the limitation that network coding tries to solve. > Instead of sending identical copies of data, network coding allows nodes to send encoded combinations of that data. At a high level, data is first divided into smaller pieces. Rather than forwarding each piece separately, nodes can combine multiple pieces together into coded fragments before sending them across the network. For example, instead of sending A and B separately, a node can send an encoded version of A+B. Other nodes collect different coded fragments from different peers. Once they receive enough unique combinations, they can reconstruct the original data. > This means nodes don’t need every exact piece from a single source they just need enough useful information from the network. This approach changes how data flows across the network. Instead of repeated full data broadcasting, information spreads more efficiently through multiple paths, reducing duplication while maintaining reliability. @get_optimum builds on this core idea. By applying network coding to blockchain data propagation, @get_optimum enables nodes to exchange coded fragments instead of identical datasets. > The result is less redundant transmission, better bandwidth efficiency, and faster data propagation across the network. In large-scale systems like rollups and modular blockchains, this makes a meaningful difference, allowing the network to handle more data while staying synchronized.
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SHANI (✱,✱)🫎
SHANI (✱,✱)🫎@shani8739·
The "Social Layer" of Web3 is finally being built right. 🌐🛡️ For too long, we’ve relied on centralized platforms for "decentralized" talk. It makes no sense. If the comms aren't secure, the ecosystem isn't sovereign. 🔒✨ @RiverdotInc is fixing this with a Decentralized Messaging Protocol that is: ✅ Permissionless✅ Secure✅ On-chain. Communication is the lifeblood of any economy. By decentralizing the way we talk, @RiverdotInc is securing the foundation of Web3. 🛡️🤝 I’m seeing incredible builders joining @River4fun Season 4 because they recognize that $RIVER is more than just a token—it's a new standard for digital privacy. 🌊💎 The revolution won't be televised; it'll be encrypted. 🚀 🔗 Get involved: app.river.inc/fun?ref=shani8…
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SHANI (✱,✱)🫎@shani8739

GM ALL Why is the Web3 community shifting towards @RiverdotInc ? 🌊🛡️ I’ve been tracking my progress on the @River4fun Season 4 dashboard, and the numbers are starting to tell a story. My points just doubled to 6 Total Earned, and my rank is climbing to 20,499. 🚀 But it’s not just about the points—it’s about the infrastructure. Let’s dive deep into why $RIVER is the real deal. 🧵👇. 1️⃣ Solving the Liquidity Crisis: ⛓️ Web3 is fragmented. Moving assets between chains is slow and risky. @RiverdotInc is building Chain-Abstraction with $satUSD. Imagine seamless cross-chain utility without the headache. That is true innovation. 🛠️🌊 2️⃣ The Privacy Revolution: 🌐🛡️ Our data and messages shouldn't be products for big tech. River is building a Decentralized Messaging Protocol that is secure, private, and on-chain. Your identity, your data, your rules. 🔒✨ 3️⃣ Sustainable Creator Economy: 📈💰 Unlike other "point systems" that reward spam, @River4fun is rewarding quality engagement and consistency. Seeing my rank improve among 125k+ registered creators proves that showing up every day pays off. 💎🙌 The $RIVER wave is just beginning. Don't wait for the FOMO to hit when the season ends. Start building your legacy and stacking your points now while we are still early. 🌊🚀 Join the movement here: app.river.inc/fun?ref=shani8…

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M𝑒r𝑖kO 🍊,💊
M𝑒r𝑖kO 🍊,💊@M3rik00·
Been a bit busy lately so couldn’t post anything. But in the middle of all that, I finally secured my Rare Pass in @Pact_Swap loyalty program. Took a solid grind to get there. Not gonna lie though… Legendary Pass still feels out of reach for now 😅 #Pact_Swap
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Skylar
Skylar@skylarx999·
gPerle fam quick update 🥳 if you believe in @PerleLabs and trust the vision this is for you a lot of real users got marked ineligible for the $PRL airdrop but the team heard us and opened an appeal process if you think you were wrongly flagged apply here: 👇 forms.gle/ELxCEZyGpZARMJ… good luck everyone let’s hope for fair results 🤞
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Aminur
Aminur@aminurbrozx·
This visual explains what happens when block size becomes too large As blocks grow bigger they carry more data across the network. That extra data takes more time to propagate. Nodes cannot receive and process everything at the same moment. This leads to delays in synchronization between nodes. Some nodes fall behind while others move ahead. As a result the network becomes less coordinated. The chances of forks and mismatches increase. Instead of smooth communication, the system slows down. Efficiency drops as propagation takes longer What seems like more capacity can create hidden problems. In the end the network becomes slower and more risky. @get_optimum
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Aminur@aminurbrozx

This visual explains how smarter data communication can improve decentralized networks. It highlights RLNC a method that mixes data packets instead of sending exact copies. With network coding fewer retransmissions are needed even if some packets are lost. Optimum adds a coordination layer to manage how validators share data. This smart routing reduces duplicate packets across the network As a result bandwidth usage stays lower and nodes synchronize faster The diagram shows how coded packets help rebuild data efficiently Together RLNC and Optimum create a more reliable and scalable network. The goal is a faster decentralized internet with stronger connections @get_optimum

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Keşfet

@EarnByAbhi @River4fun @RiverdotInc @PerleLabs @realAltcoiner @PrismaXai @hassankhan96452 @quang250802