Drenn | ETHGas ⛽

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Drenn | ETHGas ⛽

Drenn | ETHGas ⛽

@bestde1747

Not here to sell or entertain, but to write clearly about the systems that will define the next economy.

Katılım Kasım 2022
362 Takip Edilen199 Takipçiler
Drenn | ETHGas ⛽
Drenn | ETHGas ⛽@bestde1747·
the model collapse discussion points to a structural weakness in current training pipelines.when models repeatedly learn from synthetic or low signal text the distribution gradually drifts away from grounded reasoning
MadFan@vslyhcrypto

read the article by @getoro_xyz about the problem of "AI garbage" and degradation of neural networks (model collapse) is such a solution possible? --quality of prompts is very important precise instructions and strict limitations reduce the probability of getting "safe" but useless content --long-term: signal quality transition from passive collection of internet spam to training on structured human experience p\s - large LLM models are trained exactly this way (passive collection of internet spam) instead of imitating texts AI should learn through reinforcement learning (RL), relying on how people actually solve problems, correct mistakes and choose compromises -and the project is working on this solution

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Drenn | ETHGas ⛽
Drenn | ETHGas ⛽@bestde1747·
if executed correctly this model shifts bargaining power.people would monetize context and signal without surrendering raw identity layers which could redefine ai data economics.
Drenn | ETHGas ⛽ tweet media
MadFan@vslyhcrypto

ai @getoro_xyz and security of your data oro does one thing that big tech fundamentally can't do: tries to separate ai training from your data leaks the idea is this: your accounts and digital footprints remain "locked" in a protected environment the project claims it uses zktls and tee to pull data privately and process it so that what goes out is not the raw material, but the result: improved model, features, context not your emails, not your dms, not your personal details - they remain locked for the user this looks fair: you give access to training on your data, but don't give away the data itself as a commodity and if this approach scales, a new market appears: people become not "raw material" for ai, but suppliers of value on their own terms @1BY1_UA

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Drenn | ETHGas ⛽
Drenn | ETHGas ⛽@bestde1747·
ETHGas is introducing the Open Gas Initiative, letting protocols incentivize their users to grow onchain adoption while ending gas fees anxiety for good. @opensea @Uniswap @1inch Join Open Gas: ethgas.com/open-gas/ x.com/ethgasofficial…
ETHGAS@ETHGasOfficial

Introducing the Open Gas Initiative - a way for protocols to subsidize gas for users, zero-code, for a seamless, frictionless onchain experience. With OG cohort: @eigencloud, @ether_fi, @pendle_fi, @Velvet_Capital. 👇

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Drenn | ETHGas ⛽
Drenn | ETHGas ⛽@bestde1747·
Leveled up in the Great Gas Reckoning with ETHGas! 💪 Baby Jack status: 0.0322 ETH gas spent, 8 Beans earned—supporting the Gasless Future! Claim your Gas ID at ethgas.com/community/gas-…
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Drenn | ETHGas ⛽ retweetledi
MadFan
MadFan@vslyhcrypto·
and yeah tomorrow starts another big week and the first day of winter tomorrow the snapshot for @superformxyz will be taken for snappers by capital mindshare and cookie stakers at 1 pm utc allocation for: ♔ 170k for top 100 snappers by capital mindshare ♔ 35k for top 25 korean snappers by capital mindshare ♔ 80k for cookie stakers only eligible tiers also, for those who are not yet involved but are planning to make a deposit, here is a brief explanation of the difference between Authenticated Vaults (two-factor authentication system) and Unauthenticated Vaults Authenticated Vaults means that your deposit: ⇧ passed a technical check by the team ⇧ erc 4626 standard is followed ⇧ tokens are valid ⇧ the strategy is clear and addresses are correct ⇧ you have an authenticated badge in the interface ⇧ higher security ⇧ the protocol shows the status right in the ui Unauthenticated Vaults means that your deposit: ↓ is added by users ↓ anyone can add a vault through add vault ↓ no security guarantee ↓ tokens may not be supported ↓ the team does not vouch for the vault quality ↓ there is always a warning ↓ the risk is fully on the user the choice is yours
MadFan tweet media
Superform@superformxyz

Big week 👀

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Drenn | ETHGas ⛽
Drenn | ETHGas ⛽@bestde1747·
i guess talks yes possible but silence takes way longer than people expect
Drenn | ETHGas ⛽ tweet media
MadFan@vslyhcrypto

will there be a truce between Russia and Ukraine in 2025 this is the event on @opinionlabsxyz i want to talk about today it is honestly the most relevant question of this year the media blew up a huge balloon around trumps peace plan which supposedly had 28 points i believe there is some plan im more than sure this plan was seen only by a limited group of people and the media are definitely not part of that group im sure this plan is the basis for long negotiations about a wider peace agreement let’s call it a starting point for ending the conflict in 2025 there will be no truce in the way we understand a ceasefire no full stop of hostilities the EU and Ukraine have no real desire to freeze the conflict plus the massive corruption scandal only makes it worse if you look at it from the perspective of the president of Ukraine as someone who truly wants to end the war this decision could have been made back in 2022 what do we have now in 2025 - complete retreat along the entire front and no willingness to meet the conditions of Russias president or address the root causes of the conflict summary this all clearly points to the possible start of negotiations but not to the end of hostilities or any real truce

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0xCharismio
0xCharismio@chikchirik95·
Why Superform? Because anyone can squeeze the maximum yield using SuperVaults. Multichain? Easy. All the complexity is already under the hood, and for you it’s just one click. Decentralization should be available to everyone. You simply choose what you want, and the protocol handles the rest. All in on @superformxyz
0xCharismio tweet media
0xCharismio@chikchirik95

Cookie can become the catalyst that makes Superform truly attractive? In spring, there was a lot of buzz around @superformxyz , but the release dragged on and the hype faded. Now, for the team, this is essentially the last chance to build TVL, regain attention, and launch with a strong valuation when they feel the timing is right. The Almanak experience shows that Cookie users, especially those who back their words with capital, can create a wave far louder than simple yapping. Shall we check the results in a month?

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Drenn | ETHGas ⛽
Drenn | ETHGas ⛽@bestde1747·
pointing out the no network switching detail is solid because small frictions shape newcomer perception if you plan to break down more features compare them not with ideal web3 but with familiar web2 behaviors it exposes actual value better a few real use cases would add more
MadFan@vslyhcrypto

looks like a decent start to the week but sometimes i really want to talk about web2 and web3 together i support almost all web3 ideas that are connected with introducing or fully replacing web2 functions right now all of this moves slower than we want but even small progress is still progress one of the projects that sets the pace in web3 is @useTria when you make swaps you do not need this endless switching between networks this is important for people who are just getting into the crypto world this feature may look simple but it is important later i will talk more about small but very important functions

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Drenn | ETHGas ⛽
Drenn | ETHGas ⛽@bestde1747·
the review highlights the difference between speed and verifiability because markets rely less on peak throughput and more on the inability to adjust state after the fact if the proof based architecture holds it can anchor a broader product layer not just perps
Drenn | ETHGas ⛽ tweet media
MadFan@vslyhcrypto

edgex has one feature that most users do not even notice it is not a "perp-dex" but an attempt to build a new format of onchain exchange where the real value is not in trading but in control over the execution engine if you look deeper the documentation reveals something more important @edgeX_exchange is building a layer where the market itself becomes the product 1. edgex solves a problem that defi ignored for a long timea market without guarantees is not a market amm models look nice in a whitepaper until they meet three conditions • high volatility • high trade frequency • aggressive strategies amm breaks in every one of these cases edgex openly admits this the market must be predictable at the moment of execution not at the moment of transaction broadcast that is why the engine is taken outside ethereum but all consequences are committed through a zk proof this is not just a "fast l2" this is an attempt to build a market where speed and fairness do not contradict each other and if they succeed it will be one of the first times an onchain market gets close to cex quality 2. the most important part of edgex is not 200k orders per second but the fact that the state cannot be rewritten they talk a lot about throughput but the real value is different the state cannot be adjusted after the fact this is what killed ftx undermines trust in binance and makes almost any cex opaque edgex uses the starkex model where • any balance change • any liquidation • any pnl must pass proof verification it means the exchange stops being the authority on "who owns what" this is a fundamental shift institutions value this not retail 3. from the documentation it is clear that edgex is not built for perps onlythey want to become a settlement engine for other products in several places in the gitbook there is a very important detail the matching engine and the settlement layer of edgex will be usable by external applications this is not a marketing line it means edgex can become a liquidity and execution provider for other protocols and then they turn from "another dex" into • an infrastructure layer • a source of price quotes • an execution service • a settlement node basically an operating system for onchain trading and if this happens perp trading becomes not a product but a demo example 4.the main risk of edgex is the centralized sequencerbut this risk is honestly described most projects hide this edgex does not the sequencer defines the order of execution yes there is forced exit but full decentralization is still far away however the documentation shows they are designing an architecture where the sequencer • can move to an avs model (like eigenlayer) • can be split into different roles • can become verifiable through zk mechanisms so edgex can become the first perp exchange with a verifiable execution order if that happens it will be a historic milestone 5. the strongest part of the project is not the technology but the philosophy of the team when reading the docs it is clear the team thinks like this the market must work even if we turn off this is rare most defi projects think about • how to collect tvl • how to run a campaign • how to package tokenomics edgex thinks differently • what happens to the user during market stress • what happens if all trades execute in 10 ms but the oracle breaks • what happens if the operator goes down • how to withdraw funds without trusting the exchange • how to commit everything with proofs not “server words” this is the difference between an exchange built by traders and one built by marketers 6. opinion edgex is one of the few projects that • solves real cex problems (manipulation, opacity) • solves real dex problems (low performance, unstable liquidations) • builds an architecture that could become an industry standard • does not create hype for hype but writes documentation like engineers if they finish the settlement layer concept edgex can repeat the path of dydx but at a deeper level not as an exchange but as a foundation of an ecosystem this is a project that hurts itself by not making enough noise about what it is really building

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Drenn | ETHGas ⛽
Drenn | ETHGas ⛽@bestde1747·
Growth isn’t random -it’s coded. @gaib_ai turns structured compute into living liquidity, where each node blooms with precision. @LightLinkChain @irys_xyz @SuiNetwork @dangoXchg @KRNL_xyz
Drenn | ETHGas ⛽ tweet media
MadFan@vslyhcrypto

o, here’s where things stand for today 11/07/2025 @almanak moving in the wrong direction on the leaderboard. I’ll be adding more funds soon, not much time left. current TVL: $112.4M, looks like a good moment to me @vooi_io competition is growing. I’m not in a relaxed phase, quite the opposite. I’m watching closely and tomorrow I’ll decide what to do next. probably going back to VOLUME @useTria starting tomorrow or the day after to test their tech and see how it works with real money. I like what they’ve built. time for practice

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Monad
Monad@monad·
Reply to this post with your EVM wallet address for some MON on Monad mainnet. The MON will cover your first few gas fees so you can start using the chain right away. You must be following @monad to receive it.
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Drenn | ETHGas ⛽
Drenn | ETHGas ⛽@bestde1747·
Every sunrise rewires something. @gaib_ai turns raw compute into light - a new kind of capital born at the edge of intelligence. @dangoXchg @KRNL_xyz @irys_xyz @SuiNetwork @LightLinkChain
MadFan@vslyhcrypto

Brooklyn at Indiana - who wins? I’m using @Kalshi for this one. The Indiana Pacers rank among the top offensive teams of the 2024–25 season: their Offensive Rating is around 116.5 points per 100 possessions, placing them among the league’s best. The Brooklyn Nets, on the other hand, have shown weaker results: Offensive Rating ≈ 108.5 (28th place) and Defensive Rating ≈ 115.8 (20th place). Based on this, Indiana has a stronger offense and an overall edge in efficiency, while Brooklyn has serious gaps on both ends - offense and defense. My opinion: Indiana is logically the favorite. But that doesn’t mean the win will be easy or by a large margin - the data shows an advantage, not complete dominance.

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Drenn | ETHGas ⛽
Drenn | ETHGas ⛽@bestde1747·
Not all growth is biological. @gaib_ai builds neural foundries where compute evolves like life itself - adaptive, endless, alive. @LightLinkChain @KRNL_xyz @irys_xyz @dangoXchg @SuiNetwork
Drenn | ETHGas ⛽ tweet media
MadFan@vslyhcrypto

most protocols talk about sustainability and then print more tokens classic @velvet_capital flips this logic half of the fees go to buybacks, the rest to vevelvet stakers no inflation, no emission nonsense every buyback and burn is traceable on chain. clean, transparent, even boring - in a good way. defi does not need fireworks it needs math that actually works

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Drenn | ETHGas ⛽
Drenn | ETHGas ⛽@bestde1747·
It learns by reshaping itself. Every cycle, every spark - @gaib_ai rebuilds its own code like a living forge. @KRNL_xyz @irys_xyz @LightLinkChain @SuiNetwork @dangoXchg
Drenn | ETHGas ⛽ tweet media
MadFan@vslyhcrypto

Gm CTTTTTTTTT! Decisions in DeFi are often made behind closed multisigs. @Velvet_Capital does it through a DAO. Every proposal goes on chain, everything is public. If you hold $VELVET or veVELVET you can vote on fees, new vaults, integrations, and rewards. No councils, no hidden edits - only transparent voting with real impact. The longer you lock your $VELVET the greater your voting power. It does not look flashy. But it is governance that works - simple, visible, verifiable. And @wallchain pays attention to this kind of clarity, which is why such projects appear on their platform. People follow systems that prove fairness, not those that only promise it.

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Drenn | ETHGas ⛽ retweetledi
0xRase ETHGas ⛽
0xRase ETHGas ⛽@GWebber393·
It doesn’t stack - it flows. Value moves like current inside @gaib_ai - fast, precise, unstoppable. @LightLinkChain @SuiNetwork @dangoXchg @irys_xyz @KRNL_xyz
0xRase ETHGas ⛽ tweet media
MadFan@vslyhcrypto

Gm CTTTTTTTTT! Decisions in DeFi are often made behind closed multisigs. @Velvet_Capital does it through a DAO. Every proposal goes on chain, everything is public. If you hold $VELVET or veVELVET you can vote on fees, new vaults, integrations, and rewards. No councils, no hidden edits - only transparent voting with real impact. The longer you lock your $VELVET the greater your voting power. It does not look flashy. But it is governance that works - simple, visible, verifiable. And @wallchain pays attention to this kind of clarity, which is why such projects appear on their platform. People follow systems that prove fairness, not those that only promise it.

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0xCharismio
0xCharismio@chikchirik95·
dear algorithm, please show this post to those who recently have been seeing a drop in views, even though engagement is high thank you.
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