I tested an AI app last week twice with the same question.
First time it nailed the answer perfectly. Impressed me completely. Second time with identical input it gave me something totally different and way less useful.
Not broken technically. Just inconsistent in a way that makes you lose trust instantly.
That’s what happens when context only lives at the surface level. No real memory underneath.
I’m watching Vanar’s Neutron tackle exactly this problem. Building memory, intelligence, and trust layers so AI behavior actually stays consistent between sessions.
The question I keep asking myself is whether VANRY is genuinely backing the infrastructure part that users actually feel and experience daily.
Not the hype. The actual reliability that makes people come back or delete the app.