Sovereign data vaults : data beyond verifiable credentials.

Business benefits of local first for founders and products

AI friendly personal storages

“Incredible journey “ or why sovereign data requires localfirst architecture

Personal ai need a sovereign data and personal knowledge graphs

Usability challenges of decentralized identifiers

Personal knowledge graphs and deductive database . Secret chat gpt from 80th.

AI programming languages . How prolog and Datalog could transform modern ai and knowledge graphs

CRDTs how data types empower sovereignty. How CRDT works with databases and CRR

Wallets , agent and vaults require personal and decentralized persistent layer

We don’t need wallets we need agents

AI models need a hyper graphs to represent a complex multimodal knowledge

Personal knowledge graphs and obsidian zettelkasten empowered by ai .

Personal knowledge graphs in Obsidian and Logseq

Local first as post cloud future .

Is privacy a myth!? Why sovereignty matters for privacy ?

Decentralization beyond blockchain with sovereign data

Empowering personal knowledge from common books to personal knowledge graphs

SMALL AND SOFT DATA — KEY FOR A BETTER UNDERSTANDING OF YOURSELF WITH AI EXTENDED BRAIN

Soft , hard and meta data . Why small and soft data is a key for better understanding of yourself

Small data with AI extended brain

Revolution of small data and personal AI

Back to the future : ai agents and protocols . Stackable protocols with fractal effect

Identity and identifiers

Your crypto wallet is empty ?!

Sovereign data redefine scalability

Do not sale ssi . Build a real life products on top of it

Relays and DWNs need a local first architecture

AI love sovereign data and web5

Trust is not verifiable but verification require a big amount of trust