S17 E1: Alex Jones, Chris McCausland, Su Pollard, Rav Wilding

S17 E2: Lucy Beaumont, Frankie Boyle, Abby Cook, Mo Gilligan

S17 E3: Charlie Brooker, Professor Hannah Fry, Danny Jones, Shaparak Khorsandi

S17 E4: Jack Carroll, Bridget Christie, Gabby Logan, Big Zuu

S17 E5: Jessica Hynes, Romesh Ranganathan, Wilfred Webster, Gina Yashere

S17 E6: Craig Charles, Amy Gledhill, Shazia Mirza, Jeremy Vine

S17 E7: Sinitta Malone, Jo Brand, Ivo Graham, Johnny Marr

S17 E8: Babatunde Aléshé, Mike Bubbins, Jessica Knappett, Claudia Winkleman

S17 E9: Sam Campbell, Will Mellor, Kimberley Walsh, Charlene White

S17 E10: Unseen Bits

S17 E11: More Unseen Bits