Happy End-of-year Times, everyone! We interrupt your normal release schedule for our Episode 200 Machine Learning stream from way back in our Extra Life stream. We'll be back to your regularly-scheduled program next week.   We encourage you to check out our Patreon and/or Ko-Fi, as they've got sweet sweet benefits and also you can help support your favorite show. AND Our Store is a thing, with all your t-shirts, tote bags, stickers and more!   Background music and sound effects: Elf Meditation Kevin Macleod Piano Against the Machine Instrumental: A Dead Friend Based on Theme Against the Machine by Zak   My Hollow Garden Lyrics, Vocals, and Arrangement by Sam Instrumental: Little Polka Dot by The Fly Guy 5 https://www.epidemicsound.com/track/NUKRs8Iqrs/   Second Chance Vocals by A Dead Friend Lyrics and Arrangement by Sam and A Dead Friend Instrumental: Sempiternal by Abilify https://www.looperman.com/tracks/detail/176652/   Build Don't Break Vocals by Sam and Gero Lyrics and Arrangement by Sam Inspired by "Never Gonna Give You Up" by Rick Astley   Everything Has Its Season Vocals, Lyrics and Arrangement by Sam Instrumental: Yearning by Neil Moret and Dave Stamper https://www.loc.gov/item/jukebox-32683/   What We Build (From Broken Things) Vocals, Lyrics, and Arrangement by Zak Instrumental: Drifting, Dreaming by Alstyne, Schmidt, Gillespie, Curtis   You Could Have Been Me Vocals by Sam and Zak Lyrics and Arrangement by Sam Instrumental: Lunar Horizon S2 by Baldistix https://www.looperman.com/loops/detail/395873/lunar-horizon-s2-85bpm-free-85bpm-hip-hop-synth-loop Dancehall Drum Loop by SAVYELDANDY https://www.looperman.com/loops/detail/152091/dancehall-drum-loop-97bpm-dancehall-drum-loop   Army of Three Lyrics, Vocals, and Arrangement by Sam Instrumental: Drift by Snelkku https://www.looperman.com/tracks/detail/254061/   Why? Vocals by Gero Lyrics by Gero and Isabelle O. Composition and Instrumentals by Isabelle O.   Something Good Vocals, Lyrics, Composition, and Instrumentals by Jeff   A True Son of Numeria Vocals and Lyrics by Gero Instrumental: "I Am the Very Model of a Modern Major-General" by Gilbert and Sullivan   Why? (Alternate version) Vocals by Isabelle O. Lyrics by Gero and Isabelle O. Composition and Instrumentals by Isabelle O. Metadata Waveforms Vocals by Network Against the Machine (and Howard Dean) Lyrics and Arrangement by Sam Instrumental: Piano Against the Machine by A Dead Friend, based on "Theme Against the Machine" by Zak   Sticker Stars Lyrics by Izzy Vocals, Composition, and Instrumentals by Isabelle O.   You Had Fun Lyrics, Arrangement, and Instrumentals  by Sam (Loosely) based on You'll Be Back by Lin-Manuel Miranda and Still Alive by Jonathan Coulton     Email us at [email protected] Remember to check out https://podagainstthemachine.com for show transcripts, player biographies, and more. Stop by our Discord server to talk about the show: https://discord.gg/TVv9xnqbeW Follow @podvsmachine on Bluesky Find us on Reddit, Instagram, and Facebook as well.