I think Vanar’s 2026 edge comes down to one thing: semantic memory you can actually use, not just data you can store.
Neutron is framed as a compression engine that turns raw files into programmable “Seeds” that stay on-chain and verifiable Vanar even claims a 25MB file can compress to ~50KB by combining semantic, heuristic, and algorithmic layers. That matters because “memory” stops being a link to somewhere else and becomes working state apps and agents can reference directly.
Then Kayon is the layer that makes that memory actionable: natural language queries, contextual reasoning, and workflow/compliance style automation on top of Neutron and chain data.
So the revolution isn’t speed. It’s continuity: data that stays meaningful, and logic that can operate on it without fragile off chain glue.