Much like every other paginated site with constantly updating content in existence. Just link to the next page with whatever the current content for that page i

Much like every other paginated site with constantly updating content in existence. Just link to the next page with whatever the current content for that page is. People can figure out that items they're looking for get bumped from one page to another semi-frequently.