惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

D
DataBreaches.Net
N
Netflix TechBlog - Medium
F
Fortinet All Blogs
让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
宝玉的分享
宝玉的分享
Y
Y Combinator Blog
博客园 - 聂微东
WordPress大学
WordPress大学
酷 壳 – CoolShell
酷 壳 – CoolShell
B
Blog RSS Feed
小众软件
小众软件
The GitHub Blog
The GitHub Blog
S
SegmentFault 最新的问题
Hugging Face - Blog
Hugging Face - Blog
Jina AI
Jina AI
Microsoft Azure Blog
Microsoft Azure Blog
V
V2EX
B
Blog
H
Help Net Security
D
Docker
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
罗磊的独立博客
月光博客
月光博客
博客园 - 司徒正美

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant
Digital Sovereignty and Self-Hosted Infrastructure is the...
Lois-Kleinner · 2026-06-22 · via DEV Community

Digital Sovereignty and Self-Hosted Infrastructure is the future of p2p ? and it runs locally.

Digital Sovereignty and Self-Hosted Infrastructure


The Problem

Digital sovereignty ? the ability of individuals, organizations, and nations to control their own digital infrastructure and data ? has eroded significantly in the past two decades as communication platforms have consolidated under the control of a small number of technology corporations. This paper examines the concept of digital sovereignty through the lens of self-hosted infrastructure, presenting Libern as a case study in sovereignty-preserving communication technology.

What We Built

We analyze the technical, economic, and legal dimensions of sovereignty, demonstrating that single-binary, peer-to-peer, offline-capable platforms provide a viable path to digital autonomy. Our analysis covers data sovereignty, algorithmic sovereignty, infrastructure sovereignty, legal sovereignty (GDPR, data localization), and economic sovereignty (reducing vendor lock-in and platform dependency).

The Research

Digital sovereignty ? the ability of individuals, organizations, and nations to control their own digital infrastructure and data ? has eroded significantly in the past two decades as communication platforms have consolidated under the control of a small number of technology corporations.

This paper examines the concept of digital sovereignty through the lens of self-hosted infrastructure, presenting Libern as a case study in sovereignty-preserving communication technology.

We analyze the technical, economic, and legal dimensions of sovereignty, demonstrating that single-binary, peer-to-peer, offline-capable platforms provide a viable path to digital autonomy.

Our analysis covers data sovereignty, algorithmic sovereignty, infrastructure sovereignty, legal sovereignty (GDPR, data localization), and economic sovereignty (reducing vendor lock-in and platform dependency).

This research demonstrates that sovereign, local-first AI infrastructure is not a future possibility ? it is a present reality.

Full citation: Alpasan, L.-K. (2026). Digital Sovereignty and Self-Hosted Infrastructure. The Anticloud Research Corpus.

Read the full paper


Why The Anticloud

The AI industry is built on promises that vaporize the moment you look closely. Black box models running on opaque infrastructure, trained on data you did not consent to, monetizing outputs you did not authorize. The Anticloud is the opposite of that in every way.

Everything we claim is backed by published research. There is a paper behind every component in the stack, and the code behind every paper is open. We do not make promises about what the system will do someday — we show you what it does today, and you can verify it yourself.

Privacy is not a feature we added to the product. It is a property of the architecture. There are no API endpoints to harden because there is no API to expose. There is no database to encrypt because there is no database. There is no cloud to compromise because there is no cloud. We cannot protect what we do not have, and we designed the system so we have nothing to protect you from.

The system does not guess. It cross-validates its own outputs, detects inconsistencies in its reasoning, and surfaces uncertainty when it does not have confidence in the answer. It knows when it does not know — and it tells you instead of generating a confident-sounding lie.

We built local AI with RAG and RLHF so your knowledge base and your preference alignment stay on your hardware. The model does not need to be fine-tuned on a server farm to understand your context. It learns from your data on your machine, and the results never leave.

The Anticloud requires one machine, one binary, and zero trust in anyone.


About the Author

My name is Lois-Kleinner Alpasan. I'm 23 years old. I built The Anticloud.

I started this because I looked at the AI industry and saw something wrong. Every major AI system requires you to send your data to someone else's server. Every "AI company" is actually a data company — they make money from your usage, your prompts, your files, your attention. They call it a service. I call it extraction.

I spent the last two years building an alternative. Not a feature, not a product, not a startup looking for an exit — an entirely different infrastructure stack. One where AI runs on your machine, for you, and never needs to phone home. One where privacy is not a feature you toggle in settings but a property of the architecture. One where you don't have to trust anyone because you can verify everything.

The project is near production-ready. Every component is open. Every claim is backed by published research. The code is documented. The ledger is verifiable. The binary fits on a laptop.

I'm not asking for trust. I'm asking you to read the paper, verify the claims, and decide for yourself whether the cloud is really necessary — or whether it was always just the default because no one bothered to build an alternative.

Follow the work:


Tags: AI, SovereignAI, Anticloud, LocalFirst, Airgapped, ZeroTrust, NoDatacenter, OpenSource, P2P, CRDT, Hash Chain, Sovereign Identity