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Algorithmically Incorrect Hockey

Published by Sean Shapiro and Robert Tiffin

  • Sports
  • Hockey

Hosted by hockey writers Sean Shapiro and Robert Tiffin, Algorithmically Incorrect Hockey is a weekly show about the people and parts of hockey that fascinate us, whether they please the algorithm or not. Also featuring weekly guests from around the hockey world, AI Hockey is a show created out of passion for good storytelling and love of the game.

Listen on Apple Podcasts, opens in a new tabMake something like it

On the charts

1 chart placement

Every published chart this podcast appears in, in the snapshot behind this page. Each one links to the chart it came off.

  1. Number 164HockeyAustralia

From the feed

Recent episodes

The latest episodes published to this podcast’s own RSS feed. Titles and descriptions are the publisher’s.

  1. Bonus Episode - Sean and Robert Are Live from Detroit from Algorithmically Incorrect Hockey, opens in a new tab

    Sep 14, 202645 min

    Sean and Robert are both in Detroit for the prospect tournament, so they decided to sit down for a Monday bonus episode and discuss what they've seen, heard, and eaten after two days of NHL-adjacent hockey. We open by discussing why Scott White's name has been mentioned in relation to the Detroit GM search, and why he also loves what he does in Dallas. From there, we discuss everything from what prospect tournaments mean now vs. what they did in Traverse City, and why a shorter preseason still allows time for some team-bonding trips. Come for the Joe Sakic "news," stay for the Oreos-in-coffee revelation.

  2. Episode 24 - Prospect Tourney Prep, Inside Baseball, and Part Time Work from Algorithmically Incorrect Hockey, opens in a new tab

    Sep 9, 202658 min

    Sean and Robert are gearing up for the four-team prospect tournament in Detroit this weekend, which means a lot of Talking Shop. Today's episode begins with what the guys are anticipating about the return of actual hockey, then it goes off into the weeds of NHL media meals, Sean's history as a movie theatre employee/spy, and the only job Robert has ever been fired from (so far). Don't forget to subscribe to the show so you can get this weekend's live bonus episode as soon as it drops!

  3. Episode 23 - Victory+ Postmortem, Further David Carle Analysis, and Yelling at Clouds from Algorithmically Incorrect Hockey, opens in a new tab

    Sep 2, 20261 hr 3 min

    Sean and Robert are feeling old today. They yell about the Cloud, or at least about how the Cloud seems to work sometimes. After some producer notes, the show starts (7:10) with a clip and some analysis from Bonus Episode with David Carle, and what the guys' takeaways were from the very good conversation. The back half of the show (30:40) is all about how the Stars and five other NHL teams are moving to Amazon Prime for local broadcasts. The guys discuss what we know about how Victory+ collapsed, who's to blame, and what we still don't know about the ad-supported model following the death of premium RSN revenue.

  4. Bonus Episode - David Carle on Why He Loves Denver, Navigating the New World of NCAA Hockey, and Why He Takes NHL Calls from Algorithmically Incorrect Hockey, opens in a new tab

    Sep 1, 202630 min

    Sean and Robert chat with David Carle, whom you might know as the head coach at the University of Denver, a three-time national champion, or the two-time gold medal-winning coach of the Team USA World Juniors team. He is all of those things. Today's bonus episode is wide-ranging conversation with Carle about why he'd rather talk about fishing in Alaska, how he works with his assistant coaches, why he still takes calls from NHL teams despite being happy at Denver, how he protects his college hockey team's culture in the age of NIL and revenue sharing, and the moment he knew Zeev Buium was going to be a special player.

  5. Episode 22 - Andrew Brewer, Phantom Players, and AI Optimization from Algorithmically Incorrect Hockey, opens in a new tab

    Aug 26, 202659 min

    Sean is back from vacation with a brand-new lightsaber. Robert is still talking about kindergarten. The guys are joined by Andrew Brewer (10:20), the new GM and Chief of Staff for the University of Michigan Men's Ice Hockey Team, to discuss everything from Disney theme parks to using AI properly. Brewer also talks about the impact of NIL money on college hockey, how he went from the NHL to NCAA, and what made coaching the 2016 World Cup of Hockey such a unique experience. Finally (49:01), the guys review what's still left to do this summer, and Robert gets roped into a Fast & Furious marathon in Detroit next month. Be careful what you wish for.

  6. Episode 21 - Stadiums and Stories from Algorithmically Incorrect Hockey, opens in a new tab

    Aug 19, 20261 hr 5 min

    Sean and Robert are here to regale you with some tales from days of yore. But first (6:15), a discussion about new buildings in Calgary and Dallas, what Sean and Robert would love to see in the next wave of NHL arenas, and what makes those Montreal hot dogs so ridiculously delicious. After that, it's story time with Sean and Robert (27:29). So sit back and listen to how many different strangers Sean has been in a car with, what it's like to float in the water and watch a boat captain staring at you with no intention of rescue in his heart.

  7. Episode 20 - Gavin Spittle, Meetup Debrief, and NHL Search Firms from Algorithmically Incorrect Hockey, opens in a new tab

    Aug 12, 202659 min

    Robert and Sean are in the same place at the same time, and so is special guest Gavin Spittle! The guys begin the show (1:45) by talking about the Spits and Suds meetup from Tuesday night. Sean signed a lot of books, and everyone shook a lot of hands. Gavin then goes into how he started a podcast and grew it into what it's become today. The guys then discuss (30:33) how the scouting world operates over the course of an NHL season, and how the Hlinka-Gretzky Cup kicks it all off. Before wrapping up (43:31), we also get into the various NHL teams that use independent search firms to recruit talent, what they can and can't do, and how exactly Seattle has wound up in the place they're at.

  8. Episode 19 - Travel Agency, More Columbus Cuts, and Assigning Your Summer Reading from Algorithmically Incorrect Hockey, opens in a new tab

    Aug 5, 20261 hr 4 min

    Sean is getting ready to fly all over the place. Robert is in Texas, waiting. First (4:55), we go through some basic travel tips that you all can enjoy, including Sean's Moto GP-inspired philosophy. Next (25:23), the guys discuss Columbus's decision to axe another media member in Jeff Svoboda, and that leads into a longer conversation (39:31) about how profitable sports ownership is, and why the Dodgers (or the Yankees, or the Rangers) are not the problem other owners would like you to think they are. We wrap things up (51:30) by going through a few recommended books for summer reading, including Sprawlball, Home Ice, and more.

  9. Episode 18 - Simulcasts, Following the Money, and an Awkward Birthday from Algorithmically Incorrect Hockey, opens in a new tab

    Jul 30, 202657 min

    It's Thurday, which is this week's Wednesday. Neither Sean nor Robert has seen Tenet, but that won't stop them from talking about it. After some banter, the guys begain (7:15) by discussing Dylan Larkin's birthday, which segues into a discussion about Jim Nill, Detroit's culture, and how it was (or wasn't) built during the Ken Holland/Steve Yzerman era. After that, (20:22) the guys dig into Columbus's decision to get rid of their radio broadcast and simulcast the TV side. It turns out that this is part of a *much* bigger discussion, and you can bet your sweet bippy that Algorithmically Incorrect Hockey is going to spend the next 30 minutes talking about it, including digressions about Sean and Robert's experiences at former employers.

  10. Episode 17 - Wrapping up the Jason Robertson Saga, the Intersection of Sports and Movies, and the Incredible Journey of a Certain Dog from Algorithmically Incorrect Hockey, opens in a new tab

    Jul 22, 202659 min

    Sean and Robert have once again scheduled breaking news to happen right before the show. This time, it's Jason Robertson's new contract. First, (4:01) the guys dig into Jason Robertson's one-year deal with Dallas, its implications for his next deal, and what choices Dallas has to make now. In the back half of the program (37:45), Sean talks about a movie you Oughta See, as well as other movies (both new and from 1981). We wrap up with some thoughts about how to watch sports when you already know the outcome, and the near-miraculous journey of a very good dog.

  11. Episode 16 - Ryan Hana, Bye Bye Yzerman, and the Texas Rangers Leave Victory+ from Algorithmically Incorrect Hockey, opens in a new tab

    Jul 15, 202657 min

    Sean and Robert suddenly have much more to talk about than they'd planned, so they do that. First (5:45), the guys discuss the news that the Texas Rangers have abruptly left Victory+ for a new streaming platform, why the move might have happened when it did, and what it means for teams like the Dallas Stars. Ryan Hana of the Winged Wheel Podcast then joins the show (16:15) to dig into the surprising news of Steve Yzerman's removal/promotion/demotion from his GM/Executive VP role for the Detroit Red Wings. Ryan and the guys discuss why the move happened now, what it means for Dylan Larkin, and what a succession plan might look like in Detroit.

  12. Episode 15 - PWHL Coach Rachel Flanagan, Offer Sheets, UK Hockey, and 84 Games of Revenue from Algorithmically Incorrect Hockey, opens in a new tab

    Jul 8, 20261 hr 15 min

    Robert is on the road. Sean is back from the road. The guys start out (4:55) by reviewing the offer sheets that hit lately and how the threat of offer sheets allows players like Mavrik Bourque to get bigger deals. as well as some questions about some Jason Robertson rumors. Rachel Flanagan joins the shows (24:49) to discuss her recent week coaching at the Dallas Stars' development camp, her journey through the coaching ranks, what she's learned about her own coaching craft, and the decision to begin coaching in the pro game to begin with. (Not to mention playing hockey in England!) The show wraps up (1:05:31) with a teaser for August 11 and some discussion about the new 84-game schedule and NHL economics.

  13. Bonus Episode - MSU's Will Morlock on Team USA, Specialized Strength Training, and World Cup Goalkeeping from Algorithmically Incorrect Hockey, opens in a new tab

    Jul 2, 202629 min

    In today's bonus episode, Sean and Robert chat with Will Morlock, the Director of Athletic Performance for MSU's men's hockey program. Morlock discusses his work with players like Thatcher Demko and Porter Martone, how strength work is very different for goalies vs. skaters, and how to prescribe workouts that build strength and protect players. The conversation also touches on the difference between strength and power, who shaped his own development as a coach, and some of his own World Cup picks as a former soccer goalkeeper.

  14. Episode 14 - Free Agency Fallout from Algorithmically Incorrect Hockey, opens in a new tab

    Jul 1, 202636 min

    Robert is in a dark corner of Frisco. Sean is on top of everything else, as usual. In a compact live show to discuss free agency, the guys open by discussing why the NHL has so many more no-trade clauses than other major sports leagues. Next, the guys go over the Mavrik Bourque trade, Patrick Kane's potential exodus from Detroit, the Jason Robertson and Thomas Harley fallout (or lack thereof), the huge Bowen Byram extension in Chicago, and most importantly of all: whether Jeffrey Viel is the new Tanner Jeannot. Make sure to subscribe to AIH in order to get notified about upcoming bonus episodes!

  15. Bonus Episode - NHLPA Agent Allain Roy on Prepping for the Draft, Contract Negotiations with GMs, and the Dream NHL Client from Algorithmically Incorrect Hockey, opens in a new tab

    Jun 26, 202626 min

    Just before the NHL Draft, we're pleased to be joined by Allain Roy, the president and CEO of RSG Hockey and a veteran NHLPA agent--as well as a former goaltender, by the way. Roy chats with Sean in a wide-ranging conversation about working with players in the months (and years!) leading up to the momentous day(s) of the draft, advising young players and their families, how NHL GMs and agents can negotiate like gentlemen, what makes for the perfect client, and much more! As always, make sure you subscribe to the podcast to ensure you get bonus episodes like this one as soon as they're released.

  16. Episode 13 - Cam Robinson, Stephen Meserve, and 1996 Hockey Cards from Algorithmically Incorrect Hockey, opens in a new tab

    Jun 24, 20261 hr 50 min

    Sean is reading a book. Robert remembers he has the same book like two hours later. The show opens with a playing card quiz (4:00), and Robert forgets who Patrick Roy is. The guys then discuss Dylan Larkin, Jason Robertson, and what Buffalo might do next. Cam Robinson of Elite Prospects joins the show (30:45) live from Buffalo, where he's prepping for the NHL Draft. Cam discusses why Chicago made the Bowen Byram trade, the lack of energy at the decentralized draft, what San Jose's grand plan might be, and how his son's mock draft is getting national attention. Alex Tuch then gets signed and traded to Washington during the show (47:30), and the guys discuss how the disappearing eight-year deal is a unique asset some teams still hold. Next, Stephen Meserve of 100 Degree Hockey joins the show (53:40) to discuss the proposed NHL expansion to Houston or Austin. Meserve and company then muse about everything from the HEB real estate plan to whether Austin or Houston is the better fit for the NHL, and why. They also discuss an outdoor game at Kyle Field, San Antonio's own hockey history, and why the Henderson Silver Knights should wear Rampage jerseys next February.

  17. Episode 12 - The 2025-26 NHL Season Retrospective from Algorithmically Incorrect Hockey, opens in a new tab

    Jun 17, 20261 hr 14 min

    Sean and Robert are forced to do an entire show without shoving all the hard work onto a guest, so they just invoke Stephen Meserve's name about fifty times. They begin with Sandwich Corrections. We get going (13:50) by discussing Chris Johnston's report about the Hurricanes discussing both Logan Stankoven and Jason Robertson during Mikko Rantanen trade talks with Dallas back in 2025. The guys then spend the second half of the show (27:15) talking about how Carolina finally won another Cup championship, how the NHL built on the momentum of Four Nations with a better-than-expected postseason and Olympics, and the upcoming PWHL and NHL drafts. There's also some musing about Mason McTavish and Mikael Granlund (50:38) when it comes to what the Ducks might do, as well as some digging into the evolution of the mobile defenseman/wingpack position in both soccer and hockey.

  18. Bonus Episode - Jason Demers on the Stanley Cup Final and a Christmas Video Curse from Algorithmically Incorrect Hockey, opens in a new tab

    Jun 11, 202647 min

    Robert and Sean have recorded a special treat: A bonus episode featuring NHL Network's Jason Demers! Demers and the guys discuss some details the former NHL defenseman has noticed about an entertaining Stanley Cup Final, as well as how he moved from being an NHL player to an NHL media member. Demers also shares some stories from his days playing with Brent Burns and Joe Pavelski, how he went from Dallas to Florida to Arizona, and why he has some concerns about the way the Dylan Larkin saga is unfolding. Finally, Demers answers some questions from the guys about his international career, winning the Spengler Cup, and his days playing in Russia and Finland, as well as the most cursed Christmas video of all time.

  19. Episode 11: Prashanth Iyer, Combine Questions, Dylan Larkin Drama, and Coaching Desperation from Algorithmically Incorrect Hockey, opens in a new tab

    Jun 10, 20261 hr 31 min

    Sean gives instructions on making sandwiches. Robert's internet slightly outpaces peanut butter. The guys begin (7:30) by talking about Combine Scuttlebutt and quiz each other with their best draft combine questions. Prashanth Iyer joins the show (29:00) to talk about Dylan Larkin's trade request, Steve Yzerman's seven years in the playoff-less wilderness, and what the Red Wings really need to become a perennial playoff team. Sean and Robert wrap up (1:16:30) by discussing the polar opposites in desperate coaching candidates: Mike Babcock and Joe Pavelski.

  20. Episode 10: Blake Fiddler, All the Presidents/GMs, and Franchise Chronologies from Algorithmically Incorrect Hockey, opens in a new tab

    Jun 3, 20261 hr 17 min

    Sean is back in the USA. Robert's internet takes the week off. First, (6:30) Sean provides an update on his Fast & Furious progress. This devolves into a discussion about Star Wars before touching on the Dallas Stars' plans to move to Plano in 2031 (15:30). Seattle Kraken prospect Blake Fiddler joins the show (27:20) to talk about playing for the Edmonton Oil Kings in the WHL, playing for Team USA at the World Championships, and what it was like to grow up playing hockey in Dallas. The show wraps up (51:14) with a discussion about the growing distinction between the respective power of the GM and President roles in places like Colorado and Vancouver.

Ranking source

Apple Podcasts rankings via the Mato Topic Intelligence Platform.

Observed September 20, 2026.

Apple and Apple Podcasts are trademarks of Apple Inc., registered in the U.S. and other countries.

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