This is wonderful. As hardware and software continues to improve, everything seems to find a way to run on ever smaller devices. Guess your own pocket-AGI is not too far away after all.
Power consumption would not be an issue if it's used sporadically throughout the day, it's not like it needs to run continuously?
There is still the issue of NAND flash read disturb, which I haven't fully looked into yet.