#decentralized data
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The Future of Decentralized Data Systems Driven by Artificial Intelligence

Organizations are leveraging AI models to add value and gain a competitive edge. And one way to accumulate the right data is through decentralization.
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💫 Join the Fediverse! 💫
Greetings, fellow bloggers! We welcome you to join us in discovering, honoring, and promoting the potential future of social networking—commonly referred to as the "Fediverse."
The Fediverse, or Federation Universe, refers to a collective of online platforms that utilize the web protocol known as ActivityPub, which has set a standard of excellence in regards to both protecting and respecting users' online privacies.
There's a good chance in the past few years that you've caught wind of the fedi family's critically acclaimed Mastodon; however, there are many other unique platforms worth your consideration...
✨ Where To Begin?
Conveniently enough, from the minds of brilliant independent developers, there already likely exists a Fediverse equivalent to your favorite socials. Whether it's an opinion from the critics, or from the community alike—the following popular websites are commonly associated with one another:
Friendica 🐰 = Facebook Mastodon 🐘 = Twitter Pixelfed 🐼 = Instagram PeerTube 🐙 = YouTube Lemmy 🐭 = Reddit
It's worth mentioning, too, a few other sites and forks thereof that are worthy counterparts, which be: Pleroma 🦊 & Misskey 🐱, microblogs also similar to Twitter/Mastodon. Funkwhale 🐋 is a self-hosting audio streamer, which pays homage to the once-popular GrooveShark. For power users, Hubzilla 🐨 makes a great choice (alongside Friendica) when choosing macroblogging alternatives.
✨ To Be Clear...
To address the technicalities: aside from the "definitive" Fediverse clients, we will also be incorporating any platforms that utilize ActivityPub-adjacent protocols as well. These include, but are not limited to: diaspora*; AT Protocol (Bluesky 🦋); Nostr; OStatus; Matrix; Zot; etc. We will NOT be incorporating any decentralized sites that are either questionably or proven to be unethical. (AKA: Gab has been exiled.)
✨ Why Your Privacy Matters
You may ask yourself, as we once did, "Why does protecting my online privacy truly matter?" While it may seem innocent enough on the surface, would it change your mind that it's been officially shared by former corporate media employees that data is more valuable than money to these companies? Outside of the ethical concerns surrounding these concepts, there are many other reasons why protecting your data is critical, be it: security breaches which jeopardize your financial info and risk identity theft; continuing to feed algorithms which use psychological manipulation in attempts to sell you products; the risk of spyware hacking your webcams and microphones when you least expect it; amongst countless other possibilities that can and do happen to individuals on a constant basis. We wish it could all just be written off as a conspiracy... but, with a little research, you'll swiftly realize the validity of these claims are not to be ignored any longer. The solution? Taking the decentralized route.
✨ Our Mission For This Blog
Our mission for establishing this blog includes 3 core elements:
To serve as a hub which anybody can access in order to assist themselves in either: becoming a part of the Fediverse, gaining the resources/knowledge to convince others to do the very same, and providing updates on anything Fedi-related.
We are determined to do anything within our power to prevent what the future of the Internet could become if active social users continue tossing away their data, all while technologies are advancing at faster rates with each passing year. Basically we'd prefer not to live in a cyber-Dystopia at all costs.
Tumblr (Automattic) has expressed interest in switching their servers over to ActivityPub after Musk's acquisition of then-Twitter, and are officially in the transitional process of making this happen for all of us. We're hoping our collective efforts may at some point be recognized by @staff, which in turn will encourage their efforts and stand by their decision.
With that being stated, we hope you decide to follow us here, and decide to make the shift—as it is merely the beginning. We encourage you to send us any questions you may have, any personal suggestions, or corrections on any misinformation you may come across.
From the Tender Hearts of, ✨💞 @disease & @faggotfungus 💞✨
#JOIN THE FEDIVERSE#fediverse#decentralization#internet privacy#social media#social networks#FOSS#activitypub#mastodon#fedi#big data#degoogle#future technology#cybersecurity#technology#essential reading
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The Future of Decentralized Gaming has arrived, Don't believe me? Then dive into the essence of what I envision for this revolutionary Idea. Help bring it into fruition by reading, analyzing, and understanding the conceptual framework I've created. The beginning of the future is now, Read My blogs below, where I bridge the current Web2 centralized legacy gaming systems into a Decentralized Web3 ecosystem, Enabling Gamers to be incentivized, monetized, and recognized for their gaming data-which only will be in their Control.
Welcome to QorTrola Gaming, where #Web3, #Blockchain, #Crypto, #Decentralization, #DePIN, #Data, #Gaming, #BlockchainGaming, #Monetization, #Hardware and #IoT all combine to create a dedicated system for gamers to control and sell their gaming data as they please.
Check it out 👇
https://qortrolagaming.wordpress.com/
#Web3#Blockchain#Crypto#Decentralization#DePIN#Data#Gaming#BlockchainGaming#Monetization#Hardware and IoT
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Welcome to the Future of Web3 Experiences | Top 10 Essential Tools for Developers
The rise of Web3 is revolutionizing how we interact with digital spaces, empowering users with decentralization, blockchain technology, and smart contracts. But how do you create engaging Web3 experiences? In this video, we explore 10 essential tools every Web3 developer and creator needs to build cutting-edge projects. From Ethereum and Unreal Engine to OpenSea and The Graph, these tools will help you unlock the full potential of Web3!
🔹 What you'll learn:
✅ Why Web3 is the future of the internet
✅ The best tools for building dApps, NFTs, and metaverse experiences
✅ How to integrate blockchain, smart contracts, and 3D graphics ✅ Real-world examples of successful Web3 projects Whether you're a developer, artist, or entrepreneur, these tools will help you shape the next digital revolution. 🔥 Don't forget to like, subscribe, and turn on notifications for more Web3 insights! 📢 Which Web3 tool are you most excited about? Drop a comment below!
youtube
#Web3#Blockchain#NFT#Metaverse#Ethereum#Crypto#Decentralization#SmartContracts#Web3Development#CryptoNews#DigitalAssets#NFTCommunity#AI#Tech#Defi#Dapps#Programming#UnrealEngine#Opensea#Data#Youtube
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Title: Understanding ActivityPub
ActivityPub is an open, decentralized protocol designed to facilitate social networking across diverse platforms. Developed by the World Wide Web Consortium (W3C) and published as a recommendation in January 2018, it aims to empower users with more control over their data and online presence. ActivityPub serves as a bridge that connects different platforms into a cohesive ecosystem, often referred to as the Fediverse (short for "federated universe").
#ActivityPub#Decentralized social networking#Fediverse#Open protocol#Privacy in social media#Interoperability in tech#Online community building#W3C#Future of social networking#Data ownership
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popatrz algorytmie, wychodzę ci naprzeciw, karm się moimi reakcjami, szerami, moimi bańkami, moimi afektami, wciąż jest język który ja też mogę podpatrywać u ciebie.
#postprawda#PostTruth#Algorithmic Culture#Patrick Leftwich#Digital Philosophy#Critical Theory#Algorithmic Subjectivity#Techno Philosophy#Speculative Realism#Deleuze And Guattari#EFlux#Cybernetics#Live Coding#Post Humanism#Decentralization#Machine Ecology#Recursive Colonialism#Cognitive Capitalism#Aesthetics After Finitude#Algorithmic Imagination#Speculative Aesthetics#Techno Critique#ArtificialIntelligence#Inhuman Labor#Algorithmic Decisionism#Future Sound#Data Futures#AI#moje przemyślenia
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You can also find and back things up from libgen (free ebooks and articles), z-library (free ebooks), and others.
You can download from Anna's Archive ("We mirror Sci-Hub and LibGen. We scrape and open-source Z-Lib, DuXiu, and more. All our code and data are completely open source") and they are looking for volunteers and code bounty hunters to continue and expand their work.
Reddit has a thriving community of data hoarders you can join.
Buying copies of banned books is awesome, but I also want to put this out there. If anyone is in college and/or has access to peer reviewed academic journals PLEASE do the following:
Buy USB drives
Download as many articles from academic journals in the coming months as you can about topics under attack, such as gender variance, DEI, critical race theory, racism, reproductive rights, climate change, and so on. Maybe pick one or two journals and topics to focus on per month! (There may be pay walls or limits on how many you can freely download)
Keep them organized on your USB’s by topic or journal
We don’t really know what will happen, what will get erased or censored from the web, but they’re already taking websites down related to DEI and reproductive rights. We need to work together to save the research and literature that we have!
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Finding Your Audience with AI: How to Use Listening Data, Fan Clusters, and Mood Insights to Supercharge Your Music Campaigns
Making a Scene Presents – Finding Your Audience with AI: How to Use Listening Data, Fan Clusters, and Mood Insights to Supercharge Your Music Campaigns In the old music business, finding your audience meant playing as many shows as possible, handing out flyers, and hoping someone passed your CD to the right person. Today, it’s about data—and not just any data, but the kind of deep behavioral…
#AI for indie artists#ai music marketing#artist-owned music platforms#audius#Beatchain#building fanbase with AI#Chartmetric#cyanite ai#DAO for musicians#decentralized music platforms#direct-to-fan music#fan targeting with AI#indie music marketing strategy#indie musician tools#music AI dashboards#music data analytics#music discovery AI#music mood analysis#Music NFTs#music promotion Web3#NFT fan engagement#smart contracts music#Sound.xyz#token-gated music access#Web3 music industry
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a relatively concise explanation for any of those confused about decentralized social platforms. [ie: Mastodon, diaspora*, Friendica, Pixelfed, PeerTube, Lemmy, Bluesky, etc.]
#fediverse#decentralization#mass media#big data#cyber security#social networks#degoogle#tech news#links
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Are we passengers on someone else’s journey, or do we still have a say in where we’re headed? This morning’s reflection asks what real agency looks like in a world full of shifting systems and scrambled futures. You don’t need to steer the whole vehicle to shape its direction.
#AperiMail#data sovereignty#decentralized identity#memory systems#post-quantum security#Scramble Technology#scrambled future#web3
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The Silent Algorithm: How Major Platforms Quietly Throttle Public Discourse
(WPS News International Edition) Baybay City, Leyte, Philippines — When a fifteen‑year YouTube archive devoted to exposing political corruption vanished overnight—hours after mundane SEO edits—one fact became undeniable: the digital commons is guarded by unaccountable algorithms. Despite branding themselves as guardians of “voice,” the largest social‑media companies retain unilateral power to…
#big data filter#censorship in social media#content moderation impact#decentralized truth#digital free speech#platform accountability
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#depinsim#line game#line dapp portal#line#kaia blockchain#blockchain#airdrop#kaia#decentralized#mobile#net#data network#web3
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#AI Suppression#Algorithm Suppression#AOL Blacklisting#Big Tech Control#Blockchain Solutions#Cyber Warfare#Data Scrubbing#Decentralization#Deepfake Technology#Deplatforming#Digital Erasure#Digital Identity#facts#Financial Deplatforming#Free Speech#Government Surveillance#Internet Censorship#Internet Freedom#life#Media Manipulation#MySpace Censorship#Narrative Suppression#Online Blacklisting#Online Privacy#Podcast#Search Engine Manipulation#serious#Shadowbanning#straight forward#Tech Tyranny
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Stuck on Big Tech vs. Big China, America Overlooks the Real Social Media Revolution Happening Elsewhere
— Why the U.S. is Falling Behind as the Fediverse & Open-Source Take Over Europe & Canada The Fediverse and open-source social media are gaining momentum worldwide, and especially in Europe and Canada — while the U.S. lags behind. What is this all about? Why are we so disconnected in the way we connect on the web? In America, traditional platforms like Facebook, Instagram, X (formerly Twitter),…
#ad-driven ecosystem#Anti-Big Tech#Big Tech#California#Canada#Commercialization#Community#Consumer Apathy#Corporate Dominance#Data Economy#decentralized internet#Decentralized Networks#Democracy#Digital Rights#Engagement#Enshittification#Europe#European Union#Fediverse#Free access#Free Culture Movement#Freedom of Information#Freedom of Speech#General Data Protection Regulation#global tech leaders#Government Regulation#Grassroots#Herd Mentality#Human Agency#Internet Access
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hi im so so sorry but i would like to note this bit in particular:

cloud software group is part of TIBCO software, which over the years has bought this list of companies:



(going to be so honest rn, these ^ screenshots are from the TIBCO wiki, and i do not have the energy to look into all of them rn. sorry!)
and here's this:
so to be clear: anyone using any microsoft product is also using cloud software group's product, so they also have your data, and also also keep in mind that microsoft is partnered with openai.
and for fun they're also about to get extremely involved in education out of "concern for security" lol:

ohhh ok so it's about profiting from education cybersecurity

oh good blockchain tech is rearing its fugly head! which is famously well regulated oh wait no it's not because its ✨️decentralized✨️ and therefore "unregulated" by design (just regulated by whoever owns it). well i guess one of the biggest companies involved in this new fun idea is involved in the us government now lol so ¯\_(ツ)_/¯

and we have ai to detect any "abnormality" which is something we know ai is very good and consistent and unbiased at (even though its not ai its LLMs. but whatever). also love whenever these companies talk about "fast-evolving threat landscapes" lol like. my brother in christ, the call is coming from inside the house!! why would these fast-evolving threats exist like they currently do, hmmm?? howww would any threatening actor even get access to so much data?? who could ever know for sure......its the most mysterious mystery of our times......
so what will it look like when private companies that monitor and own everyone's data has control over the us treasury? idfk. but it really really really sucks. yeah i guess it's even worse than it initially appears. hhhh sorry..technology is so fun and cool now im having fun are we all havging fun yet
hi this is fucking insane
#for weeks now ive been debating making a post about how data is the new currency#and fucking. decentralized manufacturing. but its soo depressing lmao.#that education article has a whole lot more insane shit but its so late and i should be asleep .#addjng so much shit to this post in a rage. sorry :///
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Decoding Federated Learning: How Decentralized AI Works
Federated Learning is changing the game by making AI training more secure and scalable. This infographic explains the process: devices download models from a server, train them on local data, and send updates back—without exposing private data. Learn how this innovative approach benefits privacy, security, and scalability in AI systems.
#Federated Learning#AI Explained#Decentralized Learning#Data Privacy#Scalable AI#Machine Learning Security#Collaborative AI
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