GeraMind Research
The personal context vault for AI agents. What to store, who can see what, and how to keep it yours.Coming soon — join the waitlist
What GeraMind Will Be: The Personal Context Vault for AI Agents
A vault for the context your AI agents need — preferences, history, health details, documents — with scoped consent, export-on-demand, and hard guarantees about who sees what.
2026-04-21 · 6 min read
ThesisWhy Personal Context Is the Missing Primitive for Agents
Current agents reprompt every conversation because there is no portable user context layer. Here is why we think a vault, not a chatbot, is the right abstraction.
2026-04-21 · 8 min read
TechnicalHow a Consent-Scoped Query Works in GeraMind (Design Sketch)
A technical walk-through of the vault’s query surface — scopes, purpose binding, minimisation, audit trails — and why we chose this shape.
2026-04-21 · 10 min read
ResearchOpen Questions: Who Owns Your AI Context?
Portability, deletion, inheritance, identity binding, government access requests. We are publishing these early because we would rather be corrected in public.
2026-04-21 · 7 min read
PositioningGeraMind vs. ChatGPT Memory vs. MCP Memory Servers: An Honest Comparison
ChatGPT Memory is vendor-locked. MCP memory servers are per-agent silos. A portable, consent-scoped vault is a third option — here is why that shape.
2026-04-21 · 8 min read
TechnicalProtocol Deep-Dive: Scopes, Purpose Binding, and the Audit Log
How GeraMind handles consent-scoped queries at the protocol level — the scope vocabulary, purpose-bound tokens, minimisation, and the tamper-evident audit log.
2026-04-21 · 12 min read
VisionA World With Personal Context Vaults in 2030
What changes when every person has a portable, consent-scoped context vault — in health, finance, work, travel, and identity itself.
2026-04-21 · 7 min read
PositioningGeraMind vs. Solid vs. Inrupt vs. Apple Data Vault: Adjacent Projects Compared
A fair comparison with Solid, Inrupt, Apple on-device context APIs, Digi.me and the Data Transfer Project.
2026-04-21 · 9 min read
ResearchFAQ: Common Objections to Personal Context Vaults, Answered
The twelve objections we hear most — single point of failure, consent fatigue, government access, purpose-binding theatre — answered directly.
2026-04-21 · 6 min read
RoadmapRoadmap Preview: GeraMind v0 to v1 — Phases, Milestones, Open Questions
A transparent phase-by-phase roadmap, with the open questions that could delay each phase.
2026-04-21 · 4 min read