I had these two computers side by side and when one isn't working the other isn't either,
That is against the rules of common sense. Both computers have wireless transponders and they wail mutually interference with each other. Wireless computers should be kept at least 6 fest (two meters) apart.
Moreover, if one laptop has a flawed wireless module it can interfere with anything in the house. Like a XBox or PlayStation as will as a PC, laptop or tablet.
And yes, a defective wireless module can even mess a cell phone, which has different frequencies.
So I strongly recommend you verify that new PC is normal. Apparently it is not. New computers, or anything electronic, has a known infant mortality issue. Lower QC keeps the cost down and really annoys the consumer. BTW: Even big companies have got into trouble with the FCC for not sticking to the rules for radio emissions of electronic devices,. It happens.
Interference with wireless devices can be a serous issue.
Look here at a recent problem:
LA building's lights interfere with cellular network, FCC says No, I am not saying your mew laptop is stopping cell calls. I sited the above to show that it does happen even when you think would t can not be.