We are joined by Leif Weatherby, author of Language Machines: Cultural AI and the End of Remainder Humanism, to talk about artificial intelligence: what these new technologies do, but more than that how the fact of their existence can teach us more about how language works. And then we continue down a variety of paths talking sports analytics, optimization, and other topics.

https://www.upress.umn.edu/9781517919320/language-machines/

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Why the "Premier League disaster" narrative doesn't really make sense, plus some capsule summaries of the eight matches and why there was not that much to learn from the second legs. City-Real and Chelsea-PSG matches were over too early, Liverpool and Arsenal held serve at home, Bayern continued walking, why would anyone have expected more than this from Tottenham, and Barcelona-Newcastle was a fascinating watch with more to discuss but not necessarily representative of any larger dynamics.

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There is so much football to discuss that this podcast could not contain it all and part two will be a subscriber episode. Here we get to the acknowledgement of Tottenham and a much more in-depth discussion of both PSG - Chelsea and Real Madrid - Man City, two matches that were much more similar than the scores and the ensuing narratives might suggest.

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We discuss the Round of 16 and why it seems like there are fewer and fewer new matchups in the Champions League knockouts and what might have to be done to address this.

And then, it's time for the return of Bible History Corner and, neither a review nor a summary of Jason Staples new book Paul and the Restoration of Israel but a preparation for it with extended background first on the history of Pauline Studies, and second on the history of Ancient Judaism, the Kingdoms of Israel, the Babylonian and Assyrian conquests, and tying all of this back around to Paul so we can talk about the book.

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There have been many dramatic results recently and the title race in the Premier League is indeed on between Arsenal and Manchester City. Nonetheless, the Double Pivot take remains the boring analytics answer that sometimes results happen without new or particularly interesting causes.

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With the Analytics Dead Zone fully underway in league football, we step back, take a question from the mailbag, and play "Squad Player or Star Player?" with James Garner, Joao Pedro and Gabriel Martinelli.

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That's right. For the Winter Olympics we have a whole podcast dedicated to biathlon, joined by Jordan and RJ of the Penalty Loop Podcast to teach us all about how to watch biathlon like an expert, understanding the different events as well as the kinds of data and analysis used in biathlon, the players and teams to watch at the Olympics, and we did not skimp on the biathlon drama either.

Check out the Penalty Loop Podcast: http://penaltyloop.com/penalty-loop-podcast/

And Biathlon Analytics: https://biathlonanalytics.com/

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The Double Pivot has introduced a term into the football vernacular and we talk through the set pieces story, Caley's study, and Jonathan Northcroft's column in the Times. And then we talk transfers including Marc Guehi, Antoine Semenyo and Ademola Lookman, which leads naturally into a discussion of private equity in football.

The Northcroft column: https://www.thetimes.com/sport/football/article/premier-league-goalkeepers-set-pieces-ft66m8hn5

Set pieces study: https://www.expectinggoals.com/p/the-set-piece-revolution

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