bnewbold - I am happy to believe Brandon Stafford is a wonderful person, but I'd also like to know why anyone would buy a $175 Rascal, when I could buy a $35 Raspberry-Pi which appears to be superior?
AFAICT the only benefits of Rascal are: lower-power, Arduino shield pin-out and trippy lingo on the web site: "Reference documents are the crack cocaine of documentation-- pure facts flooding directly to your brain". Wow! Wonderful! Documentation!
I can't even discover how much RAM is on the board! Maybe they need to talk to their "documentation pusher", and ask them to "stop cutting their reference documents with hyperbole". A triumph of form over function?
There are already expansion boards for a R-Pi which negate some of the advantage of using Arduino shields, and R-Pi itself negates other shields directly (Ethernet, USB host, Audio, SD memory). I personally know someone who seems to be working on solving ADC input, so there are probably hundreds of folks working on it.
randomvibe - I think the hardware feature part of your spec is doable within 8-12 weeks if you remove the single-board constraint; Raspberry-Pi + STM32F daughterboard. Doesn't octave work on R-Pi already?
I have a different view wrt Arduino Due.
The arrival of Arduino Due has significantly increased the interest in ARM within the Arduino and Maker community. The Arduino Due isn't 'perfect'. There is still room for alternatives (I actually did a talk this evening at a local Linux group, and folks were interested in R-Pi and STM32FxDiscovery boards).
My interest is the sub $15, breadboard friendly, DIY-able ARM, especially in robots, audio etc. IMHO Arduino Due isn't as good as STM32F.
Further, there are lots of other directions embedded-ARM can go because there are so many manufacturers with funky, interesting and useful devices. IMHO, ARM is a significantly different environment to the previous Arduino alternatives, limited to making AVR-based alternatives to Arduino Uno (and predecessors). Part of the attraction is all ARM Cortex can leverage the same toolchain.
So, I think Arduino Due has done a great service to ARM and the wider maker community, and I hope for much more interesting variety spurred on by Arduino Due. (Example Freescale Arduino-shield-shaped Cortex for $12.95 https://www.element14.com/community/videos/7820)