Thanks much for sharing your insight from the shows again. I'm looking forward to the second half of this year. It looks like it may be a very good one with the closed loop development. I'm hoping SGLB will release a beta closed loop version in the next few months. Our EAP customers will be very happy with the closed loop implementation into PrintRite3D.