Most blockchains are optimized for hype. AI systems are optimized for duration.

When I simulated an AI agent running continuously for 12 months, I wasn’t testing speed — I was testing endurance.

. Thousands of daily executions.
. Forecastable operating costs.
. Stable behavior under congestion.
. Persistent on-chain context.

That’s where most networks fail.
They handle bursts.
They don’t handle continuity.
If infrastructure introduces cost volatility, execution inconsistency, or fragmented memory, the AI system inherits those weaknesses.
And autonomous systems can’t wait for “better network conditions.”
AI-native architecture isn’t about performance peaks.
It’s about remaining predictable for years.
@Vanarchain $VANRY #Vanar #vanar