AI Personality Layer.

Research notes, architecture decisions, and product writing about structured memory for AI personality layer and it's applications.

The public thesis lives onsynthius.ai. This blog is where the product, architecture, and retrieval choices get written down in full.

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Featured Essays

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.