[cxie]

TinyML would depend on the breakthrough in Edge/embed AI chips, which doesn't seem to come in the near future...

[jononor]

Why do you say that? There are microcontrollers announced with neural network accelerators integrated, and low power FPGAs with accelerators on the market, along with many chip startups aiming to provide milliwatt scale dedicated neural chips.