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Algorithmically Incorrect Hockey

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Rating
★★★★★
5
from
10 reviews
Categories
Country
United States
This podcast has
33 episodes
Language
English
Date created
2026/03/31
Latest episode
2026/09/30
Average duration
57 min.
Release period
7 days

Description

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.

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Podcast episodes

Check latest episodes from Algorithmically Incorrect Hockey podcast


Episode 27 - Simon Edvinsson's Plane Ride, Steve Yzerman's Undoing, and NHL Guardians Project 2.0?
2026/09/30
Robert is in a hockey rink, and you won't be able to guess the moment when his wifi drops. Sean carries the show effortlessly. Simon Edvinsson is practicing in Sweden, and the guys struggle to understand how that is a good thing for Detroit. They also touch on Opening Night in the NHL, some roster crunch news (and new contracts) out of Dallas, and Sean's honest assessment of why Steve Yzerman's tenure in Detroit went so differently than his time in Tampa Bay. Also, the NHL is Doing Something Popular again, and it reminds us quite a bit of Another Thing they did many years ago.
Episode 26 - Houston vs. Austin NHL Expansion, Preseason Hockey Evolution, and Feeling Older Every Day
2026/09/23
Sean and Robert are both in a regular place, for once. The Board of Governors meeting resulted in Texas expansion talk slowing down...or maybe not? It's weird, so they talk about it. Sean then tells stories about wooden sticks and black and white television, and Robert continues to crumble into dust with every anecdote about Kids These Days.
Episode 25 - Mitch Brown on Scouting Mythbusting, How Rankings Get Built, and How Players Really Adjust to North American Hockey
2026/09/16
Robert was in Detroit this morning, but now he is in Dallas, where one GM is speaking again. Sean is still in Detroit, and he's also en route to where an interim GM is speaking. Everyone is speaking these days. After some preamble, Sean sits down (4:53) with Mitch Brown, Director of Scouting and Pro Content for Elite Prospects. Mitch explains (among many other things) how scouts build their rankings, what they're watching for and how they prioritize whom they scout, why adjusting to North American ice size is far less of an issue than it's often made out to be, and why he leaves pizza dough out on his counter for hours.
Bonus Episode - Sean and Robert Are Live from Detroit
2026/09/14
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.
Episode 24 - Prospect Tourney Prep, Inside Baseball, and Part Time Work
2026/09/09
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!
Episode 23 - Victory+ Postmortem, Further David Carle Analysis, and Yelling at Clouds
2026/09/02
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.
Bonus Episode - David Carle on Why He Loves Denver, Navigating the New World of NCAA Hockey, and Why He Takes NHL Calls
2026/09/01
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.
Episode 22 - Andrew Brewer, Phantom Players, and AI Optimization
2026/08/26
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.
Episode 21 - Stadiums and Stories
2026/08/19
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.
Episode 20 - Gavin Spittle, Meetup Debrief, and NHL Search Firms
2026/08/12
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.
Episode 19 - Travel Agency, More Columbus Cuts, and Assigning Your Summer Reading
2026/08/05
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.
Episode 18 - Simulcasts, Following the Money, and an Awkward Birthday
2026/07/30
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.
Episode 17 - Wrapping up the Jason Robertson Saga, the Intersection of Sports and Movies, and the Incredible Journey of a Certain Dog
2026/07/22
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.
Episode 16 - Ryan Hana, Bye Bye Yzerman, and the Texas Rangers Leave Victory+
2026/07/15
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.
Episode 15 - PWHL Coach Rachel Flanagan, Offer Sheets, UK Hockey, and 84 Games of Revenue
2026/07/08
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.

Podcast reviews

Read Algorithmically Incorrect Hockey podcast reviews


5 out of 5
10 reviews
★★★★★
Shiner27 2026/04/13
Big fan of these two writers
I’m a big fan of both writers and a subscriber to both of their substacks, however, Sean’s delivery and audio needs work. The background noise from t...
check all reviews on apple podcasts

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