AI Personality Layer.

Research notes, architecture decisions, and product writing about structured memory for the AI personality layer and its applications.

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Featured Essays

Bring Your Own Human
21 Aug, 2026Artem G.10 min read
An essay on a user-owned personality layer that lets applications share context, contribute what they learn, and personalize without rebuilding the user.
In Search of a Perfect Memory Benchmark
21 Jul, 2026Artem G.14 min read
What it would take to evaluate personal AI memory at the scale, complexity, and ambiguity of an actual human life.
In Defense of Personal Memory Portability
10 Jun, 2026Artem G.9 min read
On why personal AI memory may gradually evolve into an independent layer, rather than remain enclosed inside each provider's product.
Why Building Personal AI Memory Like a Database Is Fundamentally Wrong
2 Jun, 2026Artem G.11 min read
The industry keeps solving the wrong problem — and it’s costing us genuine personal intelligence
Milla Jovovich Solved Memory for AI Agents. Wait, What?
7 Apr, 2026Andrew Kislov9 min read
How a viral GitHub project inflated its benchmark scores through seven compounding tricks — and what it tells us about how we consume AI research in 2026.