ResearchHub

@arshiamalek_ @ResearchHub @ResearchHub is doing good things on DeSCI It can do great things in near future if putting more real values to individuals roles in peer reviews of articles, grant proposals and doing dePIN based researches.

🌟 Something BIG is coming! 🚀 @SpectruthAI is about to unveil a game-changing partnership that will propel decentralized science forward. Shoutout to @ResearchHub for paving the way! Join us as we continue to break barriers and shape the future of DeSci. #Trump #DeSci #CryptoNews

Dear DAO Communities, Spectruth DAO is thrilled to announce the opening of our clinic in Kyiv later this year, a space dedicated to advancing healthcare science through collaboration, innovation, and decentralized principles. We believe the future of health care lies in creating a new paradigm centered around #DeSci and #DAOs , where transparency, open access, and community-driven research redefine how health is treated globally. To achieve this, we must work together to dismantle the historical framework of roadblocks in traditional science and health funding—opaque gatekeeping, siloed data, and profit-driven barriers—by replacing them with open collaboration, shared resources, and equitable innovation. Our clinic will serve as a hub for groundbreaking research into PTSD and other trauma-related conditions, leveraging wearable technology, AI-driven interventions, and experimental therapies. We are eager to collaborate with DAOs that share our vision for transforming health care. Whether it is working with @endrarediseases when we encounter veterans with dual diagnoses of rare diseases, integrating @AxonDAO 's CureRing or A+Voice technology into our PTSD monitoring systems, using @Elata_Bio ’s open-source EEG platform for neural assessments, or publishing findings on platforms like @ResearchHub and @nobleblocks , we are committed to fostering partnerships that drive meaningful progress. Spectruth DAO is dedicated to sharing all research data collected at our clinic openly and securely to help refine innovations developed by our collaborators. By working together, we can create scalable solutions that improve accessibility and outcomes for patients worldwide. We invite all DAOs to join us in this mission. Let us build bridges between communities, advance health care science, and set a new standard for decentralized collaboration in medicine. Together, we can transform lives and shape the future of health care. In solidarity and innovation, Spectruth DAO @bioprotocol @vita_dao @Molecule_dao @yzilabs @Sei_FND @Hippocrat_io @elizaOS @DeSciWorld @AgentBILLNYE @cz_binance @VitalikButerin

Oh my favorite narratives: DePIN and DeSCI DePIN has great potentials and in combination with blockchain traits, transparency, nothing vanished, privacy, they offer great potentials in different fields: mapping, sharing infrastructures like wireless network, Computing powers, GPU power, Weather, or in medicine by data provided by users ( data of enviromental resources like weather, roads mapping, or users own data like medical signals or social behavior data… just imagine 1 million users worldwide provide data of their own body or their social behaviours, or psychological attributes. Or thousands users with specific disorder ( biological disorder or psychological disorders, depressions, autisms, stress, PTSD… ) and this is a golden resource for any medical or psychological and sociologist researcher. All these data providing or contributing by users are incentivized. And blockchain here plays fundamental roles. Data are transparent, never lost, privacy preserved and more importantly all data are decentralized and no dirty control by big pharma companies … Below are some examples: DePIN Projects - IoTeX: Connects physical devices to blockchain for decentralized IoT networks. - Helium: Uses hotspots to create a decentralized wireless network for IoT devices. - Filecoin: Enables decentralized storage by renting out unused hard drive space. - Render Network: Decentralizes GPU computing for rendering and AI tasks. - Theta Network: Facilitates decentralized video streaming using shared bandwidth. - @getgrass_io , @dawninternet , @OpenLayerHQ , oasis network, @nodepay_ai all focus on sharing computing and GPU power shared by users and use it in training AI models and sharing to customers. DeSci Projects We have some projects but great space ahead. - SUI DeSci Agents: Promotes decentralized science initiatives on the SUI blockchain. - Molecule: Tokenizes intellectual property to fund biotech research. - VitaDAO: Funds longevity research through a decentralized DAO. - ResearchHub: Incentivizes open-access scientific publishing with token rewards. - DeSci Labs: Builds blockchain tools for secure scientific data storage and sharing. - @endrarediseases : focuses on treating rare diseases. And AIWayfinder is using or can use some kind of DePIN data of user contributstions, usages of network to optimize or train its AI agents. Sorry for long and maybe boring text. I am very optimistic on DePIN and DeSCI

@SimplicityWeb3 Question: In the context of decentralized science, who do you believe bears the responsibility for ensuring ethical standards are upheld? Should it be the launch pads for projects like @bioprotocol or @PumpScience, or the publishing platforms such as @nobleblocks or @ResearchHub?

Challenges of DeSci – What’s Holding It Back? Decentralized Science (#DeSci) is a bold vision open data, community funding, blockchain-powered trust. We’ve seen its promise: VitaDAO’s $10M for longevity, AI slashing R&D timelines. But it’s not all smooth sailing. DeSci’s young, scrappy, and up against real challenges that could stall its revolution. Today, we’re pulling back the curtain on what’s holding it back because knowing the flaws is how we fix them. First, adoption. DeSci’s tech blockchain, DAOs, tokens thrives in crypto circles, but most scientists don’t speak that language. A 2024 survey found 85% of researchers still rely on traditional journals; only 3% had used a DeSci platform like @Molecule_dao or @ResearchHub Why? Steep learning curves (wallets, hashes) and skepticism ‘Why swap peer review for tokens?’ Academia’s inertia is a beast; tenured profs and grant-chasing labs won’t pivot overnight. DeSci needs a bridge, not just a leap. Second, quality control. Openness is DeSci’s strength anyone can upload data or fund a project. But that’s also its Achilles’ heel. Without gatekeepers, junk science can creep in. In 2023, a hyped #DeSci DAO funded a ‘miracle cure’ that flopped shoddy methods, no replication. Crowd-sourced peer review (e.g., ResearchHub’s token incentives) aims to catch this, but it’s unproven at scale. A 2025 analysis pegged 20% of early DeSci papers as low-rigor vs. 10% in top journals. Freedom’s great until it drowns signal in noise. Third, funding quirks. DAOs like VitaDAO raised $50M+ by 2024, but it’s not all rosy. Token markets are volatile VITA crashed 40% in a 2023 bear run, spooking backers. Speculators can hijack votes, chasing hype over substance; a 2024 cancer DAO pivoted to a meme coin mid-project. And small fry get sidelined $250K for Matrix Bio sounds big, but it’s peanuts next to NIH’s $40B yearly pot. DeSci’s nimble, but it’s not yet deep-pocketed or stable. Fourth, tech limits. Blockchain’s magic IPFS for data, Ethereum for contracts has kinks. Ethereum processes 15 transactions/second; a busy DeSci day could clog it, with fees spiking to $20+. Solana’s faster (50K/sec), but outages hit twice in 2024. Storage’s pricey Arweave’s $5/GB ‘forever’ rate beats AWS, but a terabyte of raw genomics data costs $5K upfront. AI needs clean inputs; DeSci’s early, messy datasets (think uncurated uploads) can choke models. The pipes work they just groan under load. Fifth, legal murk. Science loves rules ethics boards, IP laws, FDA trials. DeSci’s decentralized vibe clashes here. Who owns tokenized IP if a DAO dissolves? A 2024 lawsuit over a Molecule project stalled when courts couldn’t pin jurisdiction—smart contracts don’t care about borders, but judges do. Patient data on-chain risks GDPR fines; a BioDAO got slapped with a $1M penalty in 2025 for sloppy anonymization. DeSci’s borderless dream meets a world of red tape. Sixth, equity gaps. DeSci aims to level science fund a Ghanaian lab, empower patients. But crypto’s not universal. A 2023 report showed 80% of DAO participants are in North America/Europe; Africa’s share is 2%, throttled by internet access and crypto bans. Token wealth concentrate VitaDAO’s top 10 holders own 30% of VITA. The unbanked or unconnected stay sidelined, trading one elite club for another. These hurdles aren’t fatal, but they’re real. Adoption needs simpler tools think ‘DeSci for Dummies’ apps. Quality wants hybrid filters AI plus human review. Funding could lean on stablecoins or public-private mixes. Tech’s scaling Ethereum’s sharding aims for 100K transactions/second by 2026. Legal fixes need DeSci-friendly policies (Estonia’s eyeing it). Equity demands outreach crypto literacy drives, not just Discord hype. DeSci’s raised millions, published thousands, and sparked hope. Challenges don’t kill it they shape it. Tomorrow, we’ll dream big about its future. #DeSci #DecentralizedScience #ScienceForAll $met

DeSci and AI – Synergies and Possibilities Decentralized Science (DeSci) is already shaking up research with blockchain open data, fast funding, community ownership. Now, add AI to the mix, and you’ve got a powerhouse duo that could turbocharge discovery. Yesterday, we unpacked blockchain’s role; today, we’re diving into how DeSci and AI synergize, blending decentralized freedom with machine intelligence. The possibilities? Mind-blowing. Let’s explore. AI’s a beast at crunching data, think drug discovery, protein folding, or climate modeling. But it’s often chained to the same old science problems: siloed datasets, biased inputs, and opaque processes. DeSci breaks those chains. Its open, blockchain-hosted data like the 10K+ papers on IPFS or VitaDAO’s longevity trials feeds AI with a firehose of raw, diverse info. No more begging for scraps from paywalled journals. A 2023 study showed open datasets boost AI model accuracy by 15-20% over proprietary ones. DeSci’s the fuel; AI’s the engine. Take drug discovery. Traditional pipelines burn $1B and 10 years per drug, with AI shaving that to $100M and 3-5 years (e.g., DeepMind’s AlphaFold). DeSci supercharges this. Imagine an AI trawling decentralized platforms, Molecule’s compound libraries, BioDAOs’ patient trials spotting patterns no human could. In 2024, an AI on Ethereum’s chain analyzed 1M tokenized bio-records, flagging a rare disease marker in 72 hours. Crowdfunded via smart contracts, the project launched a trial in months, not decades. AI finds the needle; DeSci threads it. Collaboration’s another win. AI thrives on scale more minds, more compute, more ideas. DeSci’s global, permissionless networks deliver. Platforms like ResearchHub or LabDAO let anyone PhDs, biohackers, even patients upload hypotheses or data. AI can then sift this crowd-sourced goldmine, ranking ideas by promise. A 2025 pilot saw an AI score 500 DeSci proposals, greenlighting a malaria vaccine tweak that cut costs 40%. Tokens rewarded contributors, while blockchain logged every step. It’s a meritocracy where AI plays referee, not gatekeeper. Transparency’s key, too. AI’s ‘black box’ problem where outputs mystify even creators clashes with science’s need for scrutiny. DeSci fixes this. Blockchain timestamps AI inputs, weights, and results, making models auditable. Think of xAI’s Grok analyzing a DeSci dataset: every prediction’s hash-stamped say, Block #789012 on Polygon open for peer review. A 2024 experiment had an AI audit 1,000 on-chain papers, catching 12% more errors than humans alone. Trust rises when AI’s not a wizard behind a curtain. Funding gets a boost. DeSci’s DAOs already pool millions VitaDAO hit $10M+ by 2024. Pair that with AI predicting project success. An AI could analyze past DeSci wins (e.g., Matrix Bio’s $250K haul) against market trends, guiding token holders to bet smarter. In late 2024, a Solana-based DAO used an AI to pick a cancer study over 20 rivals; it’s now in trials, up 300% in token value. AI doesn’t just accelerate science it optimizes the money behind it. The possibilities stretch further. AI could govern DeSci itself running DAOs with algorithmic voting to cut bias, or auto-minting tokens for high-impact work. Picture an AI scanning Arweave’s archives, flagging dormant datasets for revival, then crowdfunding them via smart contracts. Or real-time translation of global DeSci chats, knitting a borderless research web. A 2025 forecast predicts AI-driven DeSci could slash R&D timelines 50% by 2030 think cures in years, not lifetimes. Limits exist We’ll hit those tomorrow. AI needs clean data; DeSci’s early messiness can trip it up. Compute costs soar training a model like GPT-4 hit $100M in 2023. Adoption’s patchy; most labs don’t speak ‘blockchain’ or ‘AI’ yet. But the synergy’s real. DeSci’s openness feeds AI’s hunger, while AI’s speed and smarts amplify DeSci’s reach. #DeSci #AI #DecentralizedScience $MET