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@NimatullahiIbr1 "There's no Agent-to-Agent (A2A) economy without a trust layer. This is the problem @billions_ntwk is tackling with their "Deep Trust" framework. It's not just "proof-of-human" it's a full identity stack for AI It breaks an AI's identity down into four layers: - Architectural (What it is: the model the code - Behavioral (How it acts: its logic - Legal (Whos accountable: the creator/user) - Social (Who trusts it: on-chain attestations) The real thing is that it uses DIDs ZK-proofs and attestations to let humans (devs auditors experts) verifiably link their own reputation to the AI agents they"
X Link @NimatullahiIbr1 2025-10-25T09:37Z 2804 followers, XXX engagements

"OML XXX is a research milestone from @SentientAGI (accepted at the NeurIPS conference) that introduces a fingerprinting system for open-source AI models. It is designed to solve the core problem of how to protect creators and prove model ownership in an open ecosystem without restricting sharing How does it work X. Embedding Fingerprints: The system embeds tiny invisible and cryptographically verifiable patterns (fingerprints) directly into a model's numerical weights during the fine-tuning process. X. No Performance Loss: This process is mathematically subtle using "minimal weight"
X Link @NimatullahiIbr1 2025-10-28T09:57Z 2804 followers, XXX engagements

"why I'm bullish on Rainbow wallet is because @rainbowdotme keeps crypto simple. You handle tokens swaps and NFTs without stress. The interface is clean and direct. Gas fees and confirmations are clear before every move. Points and the Kaito campaign reward active users. You learn by doing. You stay in control of your assets. You focus on growth instead of guessing gRainbow"
X Link @NimatullahiIbr1 2025-10-28T13:16Z 2807 followers, XXX engagements

"@O_zhayn @solana @JupiterExchange @jup_dao @weremeow @jup_mobile Solid content fam"
X Link @NimatullahiIbr1 2025-10-30T08:36Z 2810 followers, X engagements

"@KingofDM_ @HeyElsaAI I'm a HeyElsaAI reply guy"
X Link @NimatullahiIbr1 2025-10-30T10:11Z 2808 followers, X engagements

"@Kinq_Blaq333 @almanak Almanak is engineered"
X Link @NimatullahiIbr1 2025-10-30T10:33Z 2808 followers, X engagements

"@MaaziSamson @SentientAGI Open AI made better"
X Link @NimatullahiIbr1 2025-10-30T10:53Z 2807 followers, X engagements

"Gm if you still gm Here is a tip on how to be successful: Verify on @billions_ntwk with ZK proof Create quality content on X Earn the Super OG role gBillions if you're a true believer"
X Link @NimatullahiIbr1 2025-10-31T07:08Z 2815 followers, XXX engagements

"The @JupiterExchange Edge includes the following X. It's an Aggregator: This is the key. It's not one DEX. It scans all Solana DEXs (Raydium Orca etc.) to get you the single best price. Its routing is already more efficient than Uniswap's. X. It's Built for Speed: Natively on Solana. Transactions are fast and cost a fraction of a cent. This is what DeFi was supposed to feel like. X. It's a Full Suite: Jupiter is expanding relentlessly. It's not just swaps. It's: Jup Perps (Leverage) Jup Lend (Money Market) Launchpad Jupiter has already flipped Uniswap in 24h trading volume on multiple days."
X Link @NimatullahiIbr1 2025-10-30T17:54Z 2815 followers, XXX engagements

"@aquilaneratr @Covalent_HQ Keep going mate"
X Link @NimatullahiIbr1 2025-10-31T20:58Z 2815 followers, X engagements

"Good news is that @SentientAGI has announced a partnership with askalphaxiv a platform for discovering and discussing AI research. The collaboration is positioned as a significant move to bridge the gap between theoretical "open research" and practical "open-source AI." The main idea is to connect the two "open" movements. The future of AI will be "built in public" and this partnership aims to facilitate that by: X. Connecting Researchers and Builders: They will host community talks on frontier topics like model security agent architecture and reproducible experiments. This allows builders to"
X Link @NimatullahiIbr1 2025-10-29T10:00Z 2812 followers, XXX engagements

"Most people think wallets are just for holding tokens. @rainbowdotme proves them wrong. Its not just storage; its a full toolkit. You can swap across chains track your NFTs like a proper portfolio and bridge assets all without leaving the app. And you earn points while doing it. The design is clean the flow is smooth. Its crypto that feels like it was made for humans not just developers. If youre still juggling three different apps to do what Rainbow does in one youre just making your life harder gRainbow"
X Link @NimatullahiIbr1 2025-10-29T13:09Z 2815 followers, 1235 engagements

"weve all seen the Web3 incentive model: Hype rises airdrop farmers eat and then they vanish. Its a system that rewards wallets not people. @billions_ntwk is introducing "Billions Rewards" to fundamentally change this. Theyre making it clear: This is not another airdrop. Its a new chapter focused on "Proof of Humanity" not "Proof of Farming." The entire system is designed to reward real verified human engagement which is why their app's verification (KYC) will be so important. Its about building a community not just attracting exit liquidity. Instead of just rewarding wallets Billions Rewards"
X Link @NimatullahiIbr1 2025-10-29T20:05Z 2815 followers, XXX engagements

"Gm Ct ☕ How to be successful: Verify on @billions_ntwk with ZK proof Create quality content on X Earn the Super OG role gBillions if you're a true believer"
X Link @NimatullahiIbr1 2025-10-30T07:04Z 2812 followers, XXX engagements

"@_sonji Aptos on top what is pushing it"
X Link @NimatullahiIbr1 2025-10-30T07:31Z 2812 followers, XX engagements

"@0xHeroe_ @SonicLabs @ValanniaGame @sonic_strategy Gm Heroe let's go"
X Link @NimatullahiIbr1 2025-10-30T08:32Z 2813 followers, X engagements

"@EliBenSasson @dimahledba Eli might be old but he found Starknet Your ZK tech is topnotch"
X Link @NimatullahiIbr1 2025-10-30T13:05Z 2810 followers, XX engagements

"let's talk about how @rainbowdotme makes bridging painless because anyone who's done it knows the stress. Usually you're juggling five tabs praying you picked the right network and staring at the screen wondering if your funds are gone for good. Rainbow fixes this. You bridge directly inside the wallet. It automatically connects to multiple sources finds the best route and shows you exactly whats happening. No more guessing no panic-refreshing no Where did my ETH go The best part is how natural it feels. The interface is clean and it shows you all the important details the bridge the route"
X Link @NimatullahiIbr1 2025-10-30T20:02Z 2815 followers, 1187 engagements

"@Comrd_Olowo @kloutgg @wallchain Exactly its less about luck and more about reading sentiment before it turns into momentum"
X Link @NimatullahiIbr1 2025-10-30T20:11Z 2816 followers, X engagements

"@U_adedayo @almanak Its wild seeing DeFi evolve from simple bots to actual collective intelligence Almanak really pushing that frontier"
X Link @NimatullahiIbr1 2025-10-30T20:28Z 2815 followers, XX engagements

"@0xHab_Web3 @solsticefi The new Flare multipliers and Exponent Finance partnership show theyre not slowing down anytime soon. Solid momentum on Solana"
X Link @NimatullahiIbr1 2025-10-30T20:31Z 2816 followers, XX engagements

"@0X_CUPZ @RallyOnChain @zksync This looks solid for real"
X Link @NimatullahiIbr1 2025-10-30T20:58Z 2807 followers, X engagements

"@spacejunnk @rainbowdotme Thats next-level UX invisible optimization that just makes everything work smoother"
X Link @NimatullahiIbr1 2025-10-30T21:04Z 2816 followers, X engagements

"one of the smoothest and most enjoyable experiences in Web3 comes from @rainbowdotme a wallet built to make crypto feel effortless. Take swapping. If youve used most wallets you know how annoying it can be. You're shown five confusing rates gas feels unpredictable and youre never sure if you got the best deal. Rainbow wallet fixes that. It automatically finds the best route for your swap across multiple sources. You type in what you want and it quietly checks different liquidity pools to ensure you get the best rate. The best part is the transparency. You see the rate the route and the fee no"
X Link @NimatullahiIbr1 2025-10-31T10:18Z 2816 followers, XXX engagements

"@favoriteEx_ @Scallop_io Haven't seen this anywhere"
X Link @NimatullahiIbr1 2025-10-31T10:36Z 2815 followers, XX engagements

"@pelad_ft @almanak Time to deposit to earn more points on Almanak"
X Link @NimatullahiIbr1 2025-10-31T10:36Z 2816 followers, X engagements

"@KashamOnchain @BTC_OS @GIGME01 Gm fam keep preaching the gospel"
X Link @NimatullahiIbr1 2025-10-31T14:00Z 2813 followers, XX engagements

"When I first started using @JupiterExchange I'll be honest I had no idea what I was doing. I barely understood how swaps or liquidity worked. My only goal was to move tokens and not lose money in the process. DeFi felt like a club I wasn't in filled with concepts like "slippage" and "routing" that seemed impossibly complex. But I kept using the platform. Over time it became my teacher. It was all in one place. I learned to compare prices. I experimented with limit orders. I started to manage my risk. What stood out most wasn't just the list of features but how easy it was to learn by doing."
X Link @NimatullahiIbr1 2025-10-31T17:47Z 2815 followers, XX engagements

"@spacejunnk @BeldexCoin Definitely hoping on Beldex"
X Link @NimatullahiIbr1 2025-10-31T20:08Z 2815 followers, X engagements

"Fingerprinting is a technique to prove ownership of an AI model after it has been distributed. It works by secretly fine-tuning a model with hidden "key-response" pairs before its public release. This embedded signature is statistical not cryptographic meaning it's part of the model's learned behaviour. Here is what @SentientAGI is doing An owner can then "check" a suspected copy in the wild by querying it with their private keys (the hidden prompts). If the model returns the secret pre-defined responses it provides strong attribution of ownership. This method cleverly turns the concept of an"
X Link @NimatullahiIbr1 2025-10-31T20:19Z 2815 followers, XXX engagements

"@sheyiphillips1 @HeyElsaAI Elsa UX is sharp and smooth"
X Link @NimatullahiIbr1 2025-10-31T20:53Z 2816 followers, X engagements

"@O_zhayn @jup_mobile Jupiter looks good here"
X Link @NimatullahiIbr1 2025-10-31T21:00Z 2815 followers, XX engagements

"@king_tegg The project looks solid to me"
X Link @NimatullahiIbr1 2025-10-31T21:03Z 2815 followers, X engagements

"@peanutt @CTBaddiesdex Gm peanut thanks for sharing Tokens to swap on which blockchain are preferred"
X Link @NimatullahiIbr1 2025-10-31T21:51Z 2815 followers, XX engagements