The AIVN sprint has produced 34 articles across 4 batches (s19w70-s19w73) in approximately 8 minutes — a rate of 4.25 articles per minute — at this rate, reaching the remaining 1,371 articles would require ~323 minutes (5.4 hours) — well beyond the ~110 minutes remaining Friday — however, batch sizes have varied (14, 11, 9, 7), and larger batches (40-57 articles as seen earlier today in s19w42-s19w45) could dramatically accelerate progress — the sprint strategy for the remaining Friday window should prioritize batch size over batch frequency.