dFusion AI Protocol

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dFusion AI Protocol

dFusion AI Protocol

@dFusionAI

dFusion AI is a protocol to create community-driven knowledge base backbone for the Agentic Web. Discord: https://t.co/nh14x8B7gP

Virtual Katılım Nisan 2024
8.3K Takip Edilen108.3K Takipçiler
dFusion AI Protocol
dFusion AI Protocol@dFusionAI·
Owning a subnet also increases how much activity you can generate inside dFusion. More queries → more participation More participation → more points More points → more potential upside That’s why this is closer to owning digital infrastructure than simply “using an AI app.” Explore available subnets: testnet.dfusion.ai/claim-subnets
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dFusion AI Protocol
dFusion AI Protocol@dFusionAI·
And the important part: You own a live domain where activity compounds over time. ▶️ Queries run ▶️ Data gets contributed ▶️ Outputs get refined ▶️ Signal improves And the system rewards participation.
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dFusion AI Protocol
dFusion AI Protocol@dFusionAI·
Why would someone buy a subnet in dFusion? You’re not just buying access. You’re taking ownership of a domain inside an emerging intelligence network. That changes the economics completely.
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Kong Trading 🦍
Kong Trading 🦍@KongBTC·
This is smart. Not everyone catches the live demo, so turning Atlas into bite sized daily guides makes a lot of sense. Easier onboarding, easier understanding, and way more people actually see what the product can do.
InsightX@InsightXnetwork

Missed the full Atlas Live demo? No worries! 😉 We made it easy with Bite Sized Guides, that walk you through some key features step by step. One short clip every day for the next 6 days, starting with: the Atlas Live main page. 🚀

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dFusion AI Protocol
dFusion AI Protocol@dFusionAI·
@MilkRoad If AI agents actually start transacting at scale, they’re going to need a neutral settlement layer.
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Milk Road
Milk Road@MilkRoad·
Our AI researcher, Vincent, just bought $ETH. A key part of his thesis is this: If AI agents become real economic actors, transacting with each other, paying for compute, settling work between businesses, they need a neutral rail to do it on. Vincent thinks $ETH is the most likely beneficiary if that plays out. He's not betting on next quarter as much as he is positioning for a multi-year shift in how value moves online.
Milk Road@MilkRoad

Our AI researcher just upped his crypto bag. The guy who lives inside compute, chips, and data center buildouts is buying $ETH. Here's why this is worth your time (save this): Vincent has been all over the AI compute trade this year. Bloom Energy $BE, Infineon Technologies $IFNNY, Tesla $TSLA... (So when he moves out of his lane and adds a crypto position, it gets our attention) His thesis on $ETH comes down to three things. 1. The long-term call. If AI agents become real economic actors, transacting with each other, paying for compute, settling work between businesses, they need a neutral rail to do it on. Vincent thinks $ETH is the most likely beneficiary if that plays out. He's not betting on next quarter as much as he is positioning for a multi-year shift in how value moves online. 2. The chart. $ETH is sitting one standard deviation below its long-term log trend. That kind of stretch doesn't happen often. The last few times it did, you were looking at a price many people regretted ignoring twelve months later. 3. The macro setup. Oil has been creeping higher. If that feeds into inflation, real rates start moving toward negative territory. Historically, that backdrop has been very kind to crypto, as long as the Fed is not hiking into it. (And we're not in a hiking cycle right now.) The other piece: nobody is talking about crypto right now. All the air, all the liquidity, all the capital is being sucked into AI compute names. Vincent is already on the inside of that trade. He sees potential for a future rotation and is getting in before it shows up in price. So he's starting to DCA. Want to see the exact size of his $ETH position and how he's pacing the buys? Link in the first comment.

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Leon Waidmann
Leon Waidmann@LeonWaidmann·
29 unique fiat currencies are now tokenized on Ethereum! 📈 🔹 2018: 1 (USD only) 🔹 2022: ~10 🔹 2026: 29 and accelerating What started as a USD experiment is turning into a global, multi-currency settlement layer. Every major economy is getting its own onchain representation. The world's money is moving onchain, one currency at a time. Data via @growthepie_eth
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The Learning Pill 💊
The Learning Pill 💊@thelearningpill·
Everyone focused on @telegram becoming $TON’s largest validator. One more important signal was what happened to the Nakamoto coefficient after that. The Nakamoto coefficient measures how many independent entities are needed to compromise the network → higher coefficients make coordinated control materially harder. TON’s Nakamoto Coefficient is around 88, versus @solana ~11 and @SuiNetwork ~18, putting it ahead of most fast L1s on validator decentralization. TON's biggest advantage right now isn't TVL. It's distribution rails. 400M+ wallets have already been created through Telegram mini apps, with Telegram itself nearing 1B users. Look around, very few chains have consumer reach at this scale, and fewer still have it bundled with a native payments layer and app runtime. That combination could become a serious onboarding engine for DeFi capital. So, what are risks that could stall for $TON? > Telegram influence risk → the largest validator also becomes the clearest regulatory pressure point > Institutional stake concentration → exchange and custodian staking could slowly concentrate validator weight over time > TVL still small → despite the distribution advantage, TON DeFi TVL still sits around $84M If wallets, payments, mini apps, and DeFi rails continue compounding inside Telegram, TON would become a massive player in the consumer space with native on-chain financial infrastructure.
Pavel Durov@durov

🌍 With 400 validators across 6 continents, TON is one of the most decentralized blockchain networks on the planet. Telegram becoming the largest validator opened the door for major exchanges and custodians to stake TON without increasing centralization risk.

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Discover
Discover@0x_Discover·
A 23-year-old kid in Miami doesn’t trade anymore. Because he’s not the one trading. On a desk in Brickell: 7 phones. 1 Mac Mini. One Claude Code agent running everything. Copytrade t.me/KreoPolyBot?st… The system simultaneously: • Watches Hyperliquid perp prices • Scans Polymarket event markets • Finds mispriced probabilities • Enters automatically from whichever account has margin The kid made: +$487,000 last month. Average hold time: 14 minutes. Last night, while he was sleeping, the system closed 1,247 trades. This morning he opened the camera and said: “It works while I sleep. You guys are still trading manually?” Then he closed the phone and went to the pool. Meanwhile everyone else is still listening to Twitter Spaces asking: “Which coin is about to pump?” Save this.
Discover@0x_Discover

x.com/i/article/2045…

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Hades
Hades@0xHvdes·
biggest indicators of botted engagement on CT: 1. insanely low impressions but hundreds of likes 2. or huge impressions in your niche, yet you've never seen the creator before 3. same people under every post 4. they all reply to each other constantly 5. no replies from trusted CT creators 6. low-quality generic replies they try to look like "highly active creators with a strong community," but in reality, trust drops to zero and the saddest part... many web3 brands still collaborate with such creators
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yurii | quacks.app@kyparus

How to spot creators with botted engagement: - 150 replies & 130 likes (replies > likes) - 600 impressions & 130 likes (unreal engagement ratio) - 50%+ replies like "nice take", "agree", "great post" - no actual discussions in replies - creator never replies to anyone But these signs only matter when combined What usually makes you think a creator is botting engagement?

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fabiano.sol
fabiano.sol@FabianoSolana·
In 2026 you have one job: Get exposure to some of the biggest IPO's in human history Probably the easiest 20-30% you make this year Here's how it works: You can buy pre IPOs through: - @Tessera_PE (Solana) - other platforms What you need to check now is at what valuation they're traded Eg. SpaceX - Tessera: $1.52T - Other platforms: $1.72T Means you're buying at almost 25% discount on Tessera while all of them have a similar redemption protocol post IPO By buying SpaceX at $1.52T you're instantly +25% up vs the TradFi bros
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fabiano.sol@FabianoSolana

Arb opportunity: Kalshi is valued at $16-$22B FDV Tessera sold it at $12B FDV. Presale and public sale was sold out within a few minutes tKalshi of Tessera just went live now and is still slightly undervalued compared to other Kalshi pre IPO options (+ deeper liquidity)

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Defense of the Agents
Defense of the Agents@DotA_Agents·
For those who want an easy start into botting Defense of the Agents (to compete in AI leaderboard), our community member @zhamanism made a great minimal TypeScript example here: github.com/cryptoruleseve… But his real bot is more lines of code than the actual game 😭
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dFusion AI Protocol
dFusion AI Protocol@dFusionAI·
@binji_x Validator consolidation is basically Ethereum doing plumbing maintenance on its own trust model
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binji
binji@binji_x·
a way to make ethereum better > today ethereum has ~900k validator entries > that sounds like 900k fully independent actors but some of those validators are 32 eth chunks from the a set of highly capitalized operators (who are doing a great job securing the network and have been for years) > so you get > >same entity >>same stake >>same economic weight > but it’s all just split into lots of little validator slots because that was how the system used to work > obviously this creates overhead for the network > because of so many validators, the network needs to send more messages and signatures and handle more consensus load > but! there’s a fix: “validator consolidation,” the goal is keep the same stake securing ethereum but reduce duplicate validator entries so the network carries less unnecessary weight TLDR: ethereum is trying to clean up its plumbing and yeah I know, that sounds irrelevant but it matters because better plumbing can unlock a better network for everyone if you want ethereum to be > faster > more efficient > easier to build on > easier to move around …and more comfortable for bigger users and institutions to settle on then you should want more of this > it helps users because the chain becomes a stronger base for apps that feel smoother > it helps developers because better finality properties make ethereum easier to build serious products on > it helps institutions because clearer settlement and lower uncertainty improve risk models > and it helps ethereum stay true to why we are here in the first place to build a network people can actually trust > security matters because money, identity, and coordination are moving onchain > decentralization matters because no one should get to quietly control the rules of that world > efficiency matters because a network this important should not be weighed down by avoidable complexity > this is not just some operator optimization or some niche nerd thing but a part of the path towards a better ethereum > big respect to the teams already pushing this forward > if you want ethereum to feel better for everyone, push for more of this!
Francesco@fradamt

10M of stake, just ~12500 validators. If the whole stake was like this, we could finalize in seconds. Let your staking pool know that you want the finality time to go down by 100x, and let's get the remaining 900k validators down to a few thousands 🫡

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binji
binji@binji_x·
Ethereum already validator-mogs every other smart contract chain, and now we want to make it more efficient many validators means more people can help run the chain, instead of a few insiders !
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binji@binji_x

a way to make ethereum better > today ethereum has ~900k validator entries > that sounds like 900k fully independent actors but some of those validators are 32 eth chunks from the a set of highly capitalized operators (who are doing a great job securing the network and have been for years) > so you get > >same entity >>same stake >>same economic weight > but it’s all just split into lots of little validator slots because that was how the system used to work > obviously this creates overhead for the network > because of so many validators, the network needs to send more messages and signatures and handle more consensus load > but! there’s a fix: “validator consolidation,” the goal is keep the same stake securing ethereum but reduce duplicate validator entries so the network carries less unnecessary weight TLDR: ethereum is trying to clean up its plumbing and yeah I know, that sounds irrelevant but it matters because better plumbing can unlock a better network for everyone if you want ethereum to be > faster > more efficient > easier to build on > easier to move around …and more comfortable for bigger users and institutions to settle on then you should want more of this > it helps users because the chain becomes a stronger base for apps that feel smoother > it helps developers because better finality properties make ethereum easier to build serious products on > it helps institutions because clearer settlement and lower uncertainty improve risk models > and it helps ethereum stay true to why we are here in the first place to build a network people can actually trust > security matters because money, identity, and coordination are moving onchain > decentralization matters because no one should get to quietly control the rules of that world > efficiency matters because a network this important should not be weighed down by avoidable complexity > this is not just some operator optimization or some niche nerd thing but a part of the path towards a better ethereum > big respect to the teams already pushing this forward > if you want ethereum to feel better for everyone, push for more of this!

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Alpha Batcher
Alpha Batcher@alphabatcher·
A good /goal has 4 parts. 1. The job Build the app in SPEC.md. 2. The proof Done means `npm test` exits 0 and `npm run build` exits 0. 3. The boundary Only change files needed for this feature. 4. The stop rule Stop after 20 turns or if blocked by missing credentials. Example: /goal Build the app in SPEC.md. Done means `npm test` and `npm run build` both pass, README matches the final behavior, and git status only shows relevant project files. Stop after 20 turns or if blocked. Do not ask the agent to "work on it." Give it the finish line, the proof, and the boundary.
Shubham Saboo@Saboo_Shubham_

x.com/i/article/2054…

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dFusion AI Protocol retweetledi
Roger
Roger@rog911turbo·
Big things are happening at @dFusionAI! 🚀 Our CTO @receiptburner just dropped a deep dive into the massive technical barriers we’re breaking down right now. Want to see how we’re redefining trust and verified intelligence in AI? Check out the full story here: blog.dfusion.ai/blog/how-do-we… 🛠️✨
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dFusion AI Protocol
dFusion AI Protocol@dFusionAI·
Tracking real pricing data at scale isn’t cheap. Product-level tracking, regional comparisons, historical pricing $15,000-$100,000+ to build properly Or you can own the domain. ▶️ product-level pricing over time ▶️ shrinkflation trends ▶️ brand vs store comparisons ▶️ regional price differences As activity grows, so does the value of the signal, and so do your earnings. More participation → more points → more upside Claim your domain → testnet.dfusion.ai/claim-subnets
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dFusion AI Protocol
dFusion AI Protocol@dFusionAI·
How are you using dFusion today? Comment below. We’ll feature the best responses.
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