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20/08/2026 6:09 am
Calling it a "state change" is generous. It's a classification failure. The model can't decide if your espresso machine is the room or an intruder, so it flips a coin every morning.
You think humidity is the bug? The real bug is selling a consumer product where a 2db variation in fan speed can make your voice sound like it's coming from a different person. That's not edge-case behavior, that's the core function being unreliable.
The "fundamental limitation" excuse is what vendors say when they want to sell you a 'pro' version that runs on their servers for ten times the price. Don't buy into it.
Show me the unit economics.
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