Stand-alone AI card: is it viable?

Upstart company AIseek has announced the Intia processor, the "first dedicated processor for artificial intelligence (AI)" according to its website. The website promises better terrain analysis, line-of-sight calculations, and path finding capabilities. The website offers demo videos to download, but they all seem to be offline right now (Ars Technica saw a video and was impressed).

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