Squirt in some wd or similar, mount on a boat or in a vice, wrap the narrow piece of the boom in an inner tube or similar to avoid scratching and twist it with a big monkey wrench or similar. It'll move and extend, otherwise there would be no reason for the thumbscrew.
Clean and polish lightly.