Dynamic Reputation Models in DeFi? Why Not? 1/ When you use platforms like YouTube, TikTok, or Instagram, the recommendations are tailored just for you. Imagine if DeFi protocols could do the same—adjust their offerings based on your unique on-chain and off-chain activity. 2/ After chatting with dozens of DeFi founders, one major challenge kept coming up: user categorization. DeFi protocols generally don’t label or score users based on activity patterns across multiple platforms. 3/ Think about it—right now, DeFi protocols often lack insights into users’ behaviors, like their favorite blockchain, average staking duration, liquidity provisioning habits, and even social activity on platforms like Farcaster, Lens, or Discord. 4/ @Reputable_Tech can change that by empowering DeFi protocols to create custom reputation models that categorize and score users based on on-chain metrics (staking, TVL, POAPs) and off-chain activity (social following, engagement). 5/ Here’s how it works: Step 1: Define custom parameters. A DeFi protocol like @aave could prioritize metrics such as staking duration, liquidity provision, or governance participation. Step 2: Assign weights to these metrics to reflect what’s most valuable for the protocol’s goals. 6/ Reputable then aggregates data, creating trusted, sybil-resistant scores that allow DeFi protocols to dynamically adjust incentives, reward high-value users, and even tailor lending rates based on individual reputations. 7/ For Protocols: - Gain a clear view of end-user profiles. - Dynamically adjust strategies based on real-time user engagement. - Customize rewards to incentivize valuable contributions effectively. 8/ For Users: - Earn exclusive rewards based on your reputation. - Access variable interest rates depending on your activity and reputation across chains. - Get targeted incentives and recognition in DeFi ecosystems based on real value.

Ah, ils veulent écrire un livre sur The Family… mais ils ont déjà choisi la plume, l’angle et sûrement la dédicace. Bravo, quel audace ! Ils veulent ton histoire ? Très bien, mais qu’ils se rappellent : ton histoire, c’est un actif, pas un passe-temps pour sociologues en manque d'inspiration. Fais simple : tu leur donnes 90 minutes si, et seulement si, tu prends une rétrocession sur les ventes. Parce qu’évidemment, sans toi, leur bouquin finira entre deux banquettes poussiéreuses de taxis parisiens. Et honnêtement, raconter The Family sans toi, c’est comme pitcher Uber en parlant de calèches

@JM_Aulas Ce qui se passe à Lyon est une absurdité qui mérite qu'on s'y arrête. Pas plus tard qu’hier, je me baladais à Cordeliers. Devantures fermées, vitrines vides, et cette litanie d’encartes 'À louer', 'À vendre' qui s’étale comme un inventaire funèbre de l’économie locale. À chaque pas, on ressent la désolation, comme si le centre-ville lui-même cherchait à respirer, asphyxié par des décisions prises dans une tour d’ivoire. Ce n’est pas juste une question de commerces. C’est un poison qui s’insinue dans l’immobilier, un des poumons économiques majeurs. Chaque boutique qui ferme, c’est une perte sèche pour le propriétaire, des baux vides, une dévalorisation de l’actif. Un cercle vicieux où tout le monde perd : commerçants, bailleurs, riverains, et, soyons honnêtes, même la ville. Parce que quand les taxes professionnelles et foncières s’effondrent, tout le monde trinque. Et tout ça pour quoi ? Pour un plan de circulation bricolé à la va-vite, sans vision à long terme, ni solutions pragmatiques. On dirait que ceux qui votent ces mesures habitent dans leurs beaux quartiers, avec leurs rues calmes et leur boulangerie bio au coin, totalement coupés de la réalité. Ils ne se rendent pas compte que les gens passent une heure à faire 400 mètres, et qu’entre deux bouchons, la moitié des commerçants agonisent. Vous savez ce qu’il faut à Lyon ? Une vraie transition. Pas cette pseudo-écologie punitive qui fracture le tissu économique et social. On veut des solutions : des parkings relais bien placés, des navettes efficaces, des aides concrètes pour accompagner les commerçants dans leur transformation. Mais surtout, on veut que les décideurs redescendent de leur piédestal et viennent marcher dans la rue. Qu’ils comptent eux-mêmes les 'À louer'. Qu’ils parlent aux commerçants. Qu’ils vivent un peu dans cette réalité qu’ils semblent fuir. Parce que, si on continue comme ça, dans dix ans, nos centres-villes ressembleront à des musées : jolis à regarder, mais vides de vie, de commerce, et d’âme. Et l’histoire retiendra qu’on a sacrifié le cœur de nos villes sur l’autel d’une vision mal pensée. Lyon mérite mieux.

@Nico_GMI @CryptoPicsou @EmmanuelMacron mdr

Wall Street Just Went On-Chain—And It’s a $16T Shift Woke up today and saw @OndoFinance just launched Global Markets. For years, everyone in crypto knew RWAs were the next big thing—but something was missing. - Tokenized assets existed, but lacked real liquidity. - RWAs were stuck in silos, disconnected from TradFi. - We had the vision, but not the execution. Ondo just fixed that. They didn’t launch another fund. They plugged stocks, bonds, and ETFs directly into DeFi, with full market liquidity. Why This Changes Everything: - T+2 settlement? Obsolete. Trades now settle instantly. - $50 broker fees? Dead. No middlemen, no friction. - Can’t buy U.S. assets? Fixed. Now, anyone, anywhere can. - RWAs today: $185B → Projected: $16T+ by 2030. This isn’t just crypto evolving. This is TradFi’s liquidity moving on-chain. The Next Play? 1. Institutions will adopt fast. The efficiency gap is too big to ignore. 2. DeFi protocols will integrate tokenized RWAs. Stocks as collateral? Coming. 3. Retail front-runs TradFi for once. No permission needed—RWAs now trade like stablecoins. We always knew this moment would come. It just became real

@crypto_futur Golden bay, merci pour ces souvenirs, les couchers de soleil y sont toujours si beaux

How @Uniswap v4 Redefines DeFi Protocol Revenue and Unlocks Profits 💨 Once upon a time, dDeFi was a dream, an untamed Wild West. Then came Uniswap, which turned that dream into reality, reshaping how liquidity is provided and how users interact with markets. From its humble beginnings in v1 to the game-changing v3, Uniswap has been the heartbeat of DeFi innovation. But now, we stand at the precipice of an even bigger revolution — Uniswap v4. What’s in Uniswap v4? Uniswap v4 introduces the Hook Revolution — a modular, customizable way for developers to integrate novel trading mechanisms without deploying separate liquidity pools. This is not just an update; it’s a transformation. The core features include: - Hooks: Smart contract plugins that enable developers to add custom functionalities to pools, such as dynamic fees, limit orders, MEV protection, and automatic rebalancing. - Singleton Model: All liquidity pools now exist under a single contract, reducing gas fees by up to 99%. - Flash Accounting: Eliminates unnecessary token transfers, optimizing capital efficiency. - Native ETH Trading: No more forced wrapping — ETH can be directly used in swaps. The implications? Lower costs, greater customization, and an explosion of new use cases that will shape the next era of DeFi. The Business of Liquidity: Why Uniswap v4 is a Revenue Game-Changer If Uniswap v3 was about precision, Uniswap v4 is about profitability. With the introduction of custom fee structures, automated MEV internalization, and protocol-owned liquidity strategies, v4 is poised to become a revenue-generating juggernaut. For liquidity providers (LPs), this means higher returns and more control over fee strategies. For traders, this means more efficient pricing and deeper liquidity. And for Uniswap itself, this means enhanced value capture, allowing governance to monetize trading fees in a way that does not stifle growth. @flaunchgg : A Revenue-Centric Use Case Built on Uniswap v4 One of the most compelling examples of Uniswap v4’s potential is a token launchpad that leverages v4’s hooks and flash accounting to revolutionize how memecoins launch and sustain value. 1. How Flaunch Works? - Fixed Price Fair Launches: Flaunch ensures all buyers during the initial 30-minute window receive the same price, leveling the playing field and reducing speculative sniping. Buyers can sell these tokens at the same price (minus fees), ensuring early supporters are not exposed to immediate risks. - Progressive Buy Walls: Flaunch uses a custom Uniswap v4 hook called the Progressive Bid Wall (PBW). Every 0.1 ETH in trading fees triggers a buy order just below the spot price, creating consistent price support. As the token’s price rises, PBWs dynamically follow, ensuring long-term stability and encouraging volume. - Revenue Distribution to Creators & Communities: Traditional launchpads extract fees; Flaunch redistributes 100% of trading fees back to creators and community treasuries. Creators can decide how to split these fees, aligning incentives with long-term token performance. - Memestream NFTs: Each token launched on Flaunch is linked to an NFT representing the right to collect the creator’s portion of trading fees. These NFTs are transferable, allowing developers to sell, fractionalize, or leverage future income streams. Communities can even transform these into DAOs, democratizing revenue management. 2. Why This Model is Revolutionary? Flaunch is more than a memecoin launchpad; it’s a blueprint for the future of DeFi — a revenue-centric, community-first model. By leveraging Uniswap v4’s innovative architecture, Flaunch replaces extractive models with mechanisms that benefit both creators and users. It turns liquidity provision into a sustainable income-generating strategy and empowers developers to build on network effects without sacrificing profitability. 3. Network Effect and Value Creation: The Open-Source Gold Rush Uniswap v4 is not just a DeFi protocol — it’s a platform for DeFi entrepreneurs. By allowing developers to build and monetize their own custom hooks, Uniswap is effectively turning into the Apple App Store of DeFi. The value creation extends beyond traders and LPs. Entire DeFi businesses will be built on top of these hooks, much like Shopify enables e-commerce startups. The more hooks created, the more innovation is driven, reinforcing a network effect that attracts developers, traders, and institutions alike. 4. The Mission: DeFi Must Be More Liquid and More Profitable The ultimate goal of Uniswap v4 is simple: make DeFi more liquid and generate more revenue. The days of speculative yield-farming are numbered — what’s coming next is a sustainable model where liquidity actually works for its providers. The rapid adoption of Flaunch underlines this vision. On its launch day, Flaunch generated $45M in volume, accounting for 10% of all memecoin trading volume on Base. Over 1,000 tokens were launched in a single day, outpacing competitors like Clanker and demonstrating the power of aligning incentives with community and developer goals. 5. Final Thoughts Uniswap v4 isn’t just a protocol update — it’s a fundamental shift in how DeFi operates. By combining customizability, efficiency, and network-driven value creation, it is setting the stage for DeFi’s next era. If Uniswap v3 was about precision, Uniswap v4 is about power. And with projects like Flaunch proving its revenue-generating capabilities, it’s clear: the DeFi revolution is only getting started.

Found this gem buried under a pile of goodies. ETHcc4, if I remember correctly. How good was this one! Simple and still one of the best designs I've seen so far. Brings back memories of the Unisocks era—when socks were more than just socks. @EthCC @Ethereum_France

1. Tu crées un fichier JSON avec toutes tes données. Ça peut être des questions, des réponses, ou tout ce que tu veux qu’Eliza sache. 2. Formatage : Ton JSON doit être clean et compatible avec ce que l’API OpenAI attend. Pas de freestyle ici, respecte le schéma. 3. Y’a une bibliothèque Python qui te permet d’interagir avec Eliza. C’est avec ça que tu vas injecter les connaissances. 4. Tu configures ton modèle GPT-4 avec ton compte OpenAI. Ça devient ton cerveau. 5. Injection des données : Tu balances ton JSON dans Eliza avec la lib Python, et tu règles tout pour qu’elle utilise ces infos dans ses réponses.

RT @MarioNawfal: BREAKING: FIRST COMPARISON BETWEEN GROK 3 AND OPENAI O1 PRO? Here’s presumably a first side-by-side performance compariso…

From 3,000 cold DMs to $5B market cap

@pierre_crypt0 find server > ba_jail or surf_ski_2

Les gens adorent compliquer les choses simples. Merci pour la clarification @OAK_Res je rajouterais que l'USD0 n'est juste qu'un bon du trésor déguisé en produit DeFi. Pas besoin de sortir de Stanford pour comprendre que si on vous promet 60% de rendement, c’est que quelqu’un quelque part paie l’addition. Spoiler : c’est souvent vous. Alors, où est le vrai débat ici ? - USD0++ n’est pas dépegé. Il est évalué. Pourquoi ? Parce qu’il représente un rendement futur. C’est du zéro-coupon, rien de plus. Si vous achetez un bon pour $0,87 aujourd’hui et que vous êtes prêt à attendre 4 ans pour $1, vous êtes rationnel. Mais dans DeFi, qui veut attendre 4 ans ? Personne. Les farmers veulent des gains NOW. C’est pourquoi USD0++ est sous pression : le marché secondaire ne ment pas, il ajuste. - Ensuite, il y a le "double exit" : génial sur le papier, mais attention à l'effet cascade. Redemptions, burn de $USUAL, émissions… tout ça, c’est un grand jeu où les chiffres circulent mais la valeur reste fixée à une idée : "Croyez en nous". - Enfin, les USUAL, USUALx, USUAL*. Trois couches de complexité ajoutées pour aligner les incitations, mais aussi pour diluer la perception des vrais coûts. Ceux qui stakent financent ceux qui se retirent, et tout repose sur l’idée que $USUAL vaudra quelque chose à long terme. Mais ce n'est que de la spéculation. Le problème ici n’est pas la mécanique. Elle est brillante, innovante même. Le vrai sujet, c’est le storytelling : les gens croient qu’ils achètent un stablecoin performant, alors qu’en réalité, ils financent un écosystème à plusieurs tranches.

A quand un algo de réputation communautaire pour les fact-checkeurs ? Un système où chacun doit staker des $ pour vérifier ou voter, un peu comme parier sur sa propre crédibilité. Si tu fact-check avec rigueur, tu gagnes le stake de celui qui balance des infos douteuses. Pour voter, pareil : tu stakes, et plus ton historique est clean, plus ton vote compte. Un cercle vertueux où seuls les meilleurs montent. En gros, un polymarket version fact-check😂

@mraltantutar @hmalviya9 And cells wrap organelles > organelles wrap molecules > molecules wrap atoms

@VitalikButerin Won't offense always outpace defense because it's incentivized to evolve faster? Your hardware 'pause' idea is clever, but how do we enforce it globally without defaulting to centralized control—the very thing d/acc resists? And on crypto-d/acc synergy: aren't crypto communities themselves struggling with governance centralization? Are we decentralizing power or just creating new unaccountable elites?

TEEs are promising, but there are real challenges that make them tough for scaling AI in Web3: Black Box Problem: No logs, no transparency. You can’t audit what’s happening inside—hard to trust in a space built on trustlessness. Not Scalable for AI: TEEs aren’t built for heavy parallel computing. AI needs stability and scalability; TEEs often bottleneck under the load. Hardware Dependence: Most TEEs rely on centralized providers like Intel SGX. If the hardware fails or the provider has vulnerabilities, you’re stuck.

@SuhailKakar Probably because it makes tracking easier for EC and simpler for people to understand. This graph design is use to reflect the ecosystem growth

@the_alex_d_ @0x_ale I was obviously comparing it to BKK