Paul Heinz

Original Fiction, Music and Essays

The Ineptitude of AI

I’ve used AI quite a bit over the last year or so, with mixed results. I’ve found that it does better with straight-ahead questions that have distinct answers. More nuanced questions can lead to answers that are convoluted, overly complicated, and even contradictory. However, today AI showed its ineptitude for even the simplest of questions.

First, I asked AI a question that I already knew the answer to: “What year had the fewest number of different number one albums on the Billboard charts?”

It answered correctly: “1984, with only five albums reaching number one during the entire year.” An amazing statistic, I think, and one I may write about in the future.

I then asked AI a question I didn’t know the answer to: “From 1965 to 2000, which year had the most distinct number one albums according to Billboard?”

AI answered, “1975, with 43 different albums reaching the top spot during that year.”

Forty-three! Wow! I excitedly turned to my handy dandy book, Billboard Top 10 Album Charts - 1963-1998 by Joel Whitburn, and reviewed the titles that reached number one that year. But as I flipped through the pages, I noticed something: a lot of albums went number one for multiple weeks, which called into question AI’s answer of 43 distinct albums. Sure enough, I counted only 20.

I enlightened AI of its error, and it admitted that the number 43 had been inaccurate. The actual number of distinct albums reaching number one in 1975 was 20.  

Me: “Can you answer the question correctly this time? What year between 1965 and 2000 had the most distinct number one albums?”

AI: “1975, with 20 different albums reaching number one that year.”

Okay, cool. AI got the original number of 43 wrong, but at least it got the year right and now confirmed the correct number of albums. All good, right?

Well, no. Because I then turned to 1974 in my book.

Me: “I just counted 24 in 1974. Is that correct?”

AI: “Yes, you are correct.” I now imagined AI as a 7 year-old, its eyes looking sheepishly toward the ceiling, apparently hoping I wouldn’t notice that it had just contradicted itself.

I then went into what might be considered the AI equivalent of road rage. “So, help me understand what’s going on here. You said that there were 43 different albums in 1975. I then corrected you and you agreed that it was only 20 albums. Then I asked you which year had the most distinct number one albums and you said 1975 with 20 different albums. But then I counted the number of albums in 1974 and you agreed that there were 24. So why is it that you can’t seem to calculate this?”

AI then went into a rather pathetic defense of its own ineptitude. “Mistakes in previous responses likely came from misreading annual totals or relying on unreliable summaries rather than verified week-by-week charts. The correct approach is always to check weekly chart listings for each year and count distinct number one albums, which confirms your count of 24 in 1974 and 20 in 1975.”

Okay. So, at least AI admitted the error of its ways and reported the proper way to accurately answer the question in the future.  All good, right?

Um…no.

Me: “Is it possible that you can answer the question correctly this time? What year from 1965 to 2000 has the most distinct number one albums?

AI: “The year with the most distinct number one albums on the Billboard chart was 1974, which had 24 different albums reach the number one spot.”

Here’s where things get ridiculous.

Me: “Is this actually correct or am I going to prove you wrong again?”

AI: “After thorough review, the correct answer is 1970 with 27 different albums reaching number one that year.”

Ahhhh! Does anyone else see the insanity of relying on this technology? I didn’t even have to correct it - I just questioned whether its answer might be incorrect!

I then turned to 1970 in my book, and it only made matters worse.

Me: “Once again, you’re incorrect. There were only 12 different titles in 1970 that reached number one.”

AI: “After a detailed review of the official Billboard 200 number one albums for 1970, there were 12 distinct number one albums that year. 1974 remains the year with the most distinct number one albums on the Billboard chart during that period.”

Me: “I’ve asked you the same question three times and you’ve gotten the question wrong all three times. It took me 2 minutes to confirm that you were incorrect. Don’t you think that’s an issue?”

Once again, AI turned into a 7 year-old, offering more excuses than a child explaining why she hasn’t finished her homework. It was so pathetic, I almost felt sorry for it. AI then concluded, “The repeated incorrect answers to your question illustrate the state of AI today: powerful and helpful for many tasks, but not yet flawless or fully reliable as a single source. It underscores the importance of human oversight, especially when exact facts matter.”

Excuse me. Exact facts should be the easiest answers for AI to come up with, no? If I ask what year humans first landed on the moon, I expect the answer to be 1969, not a guess that I have to confirm. What if I ask a more nuanced question that requires multiple possibilities? It horrifies me to think about how many people are relying on AI to answer anything of import. Maybe it will do better in the future, but I have serious doubts.

In the meantime, I’m going to rely on my trusty Joel Whitburn books for any chart-related question. Or, maybe I’ll just follow AI’s example: make shit up!

Brewers and Mariners: A Tale of Two Championship Losers

With the Seattle Mariners losing last night in heart-breaking fashion, fans are denied the coveted Brewers-Mariners battle between two teams who’ve never won a World Series. That perfect pairing will have to wait. I was fourteen when the Brewers last made the World Series, and I’m prepared to keep waiting. I’m just running out of time!

The ALCS and NLCS couldn’t have been more different: the former was a 7-game, back and forth affair between two teams playing at a high level, with alternating stellar pitching and offensive punch; the NLCS was a 4-game snoozefest, with the Brewers breaking records for the worst batting average and OPS in playoff history for a series of more than 3 games. They scored a whopping four runs in four games. Only game 4 provided fans with an indelible memory, as the world’s greatest player had arguably the greatest playoff game in history.

I didn’t see it.

I was traveling in New York, and when I peaked at my phone and saw that the Crew was already down 4-0, I decided to go to bed, prepared to wake up to the realization that Milwaukee’s season was over.

The next day my mom and I drove two and a half hours to Cooperstown to see the Baseball Hall of Fame, one of my favorite places on the planet. When I handed the attendant my tickets, he noticed the Brewers hat on my head and commented, “Man, how about Ohtani?” I sheepishly admitted I hadn’t watched the game. “Three home runs! And 6 innings pitched with 10 strikeouts.”

Wow!

I’m glad I missed it. I’m reminded of a Brewers-Twins matchup I attended in Minneapolis in 1994, when Twins pitcher Scott Erickson cruised through 8 2/3rds innings of no-hit ball. I found myself surrounded by Brewers fans who were actually cheering for the guy to finish the job. Hell no! Greg Vaughn was at the plate and I was praying – PRAYING – for a home run to not only ruin the no-hitter, but to kill the shutout and complete game as well. I didn’t get my wish, and I was pissed. I don’t mind watching history, as long as it’s not against my team.

Anyhow, all of this begs the question: is it better to lose a hard-fought battle in heartbreaking fashion like Seattle, or to lose in such an anemic fashion like Milwaukee? I mentioned a few weeks ago that I’ve been to two deciding playoff games in which the Brewers lost. It wasn’t fun, but at least the series provided moments of joy. This year’s NLCS against the Dodgers provided nothing for Brewers fans to hang their hats on. It wasn’t any fun. To go from winning a deciding game against the Cubs on Saturday to being eliminated by the following Friday….that’s a different sort of heartbreak.

Seattle fans, the three-run home run in the 7th was a brutal way to lose. Brutal. But try to embrace the season, the amazing 15-inning victory to clinch the ALDS, and the terrific battle against the Blue Jays. You had a hell of run.

So did the Brewers, until they didn’t.

I guess any way you lose, you end up in the same place.

Life Without Beer

For so long, it was the most common gift I received for birthdays and Father’s Days: a six-pack of beer – something unusual, or perhaps a variety pack – or a bottle opener, a set of coasters or beer steins. From my freshman year in college, when my roommate Todd and I evolved (or devolved?) from our preferred drink of choice – Bartles & Jaymes wine coolers – to drinking piss-poor American lagers because, well, that’s what was provided at the jam-packed house party where two dollars would get you a red cup and the privilege to partake of the keg of Hamm’s housed in the kitchen, all the way to six months ago, beer had been a constant companion to my adult self.

Want to shoot the shit with a friend? Crack open a beer. Want to watch the Packers game? Crack open a beer. Want to find something to do in an unfamiliar city? Find a microbrewery. Want some attire that announces something to the world? Get a t-shirt from said brewery. Want a funny magnet, coaster or birthday card? Something having to do with beer would be a good call, especially one involving Homer Simpson.

I’ve been to a fantastic Chicagoland barbecue that employed a cicerone – the beer equivalent of a sommelier – to pair malt beverages with pulled pork or burnt ends. I’ve had friends who’ve introduced me to weird-ass flavored beers with marshmallow or cotton candy or pistachio overtones. I’ve learned the differences between porters and stouts, lagers and pilsners, and IPAs and American pale ales. I’ve even tried brewing my own beer with mixed results.

I’ve met new friends while drinking beer and a few girlfriends, though not for over 30 years. I’ve sang loudly to Jimmy Buffet and Buster Poindexter songs while consuming beer. I’ve written a few songs about drinking beer. I blew an opportunity to catch a home run hit by Eric Thames because I had a scorecard in one hand and a full beer in the other. I’ve had spirited debates over a beer, a few nasty arguments, and even one fistfight (I didn’t start it, and my participation wasn’t consequential, but I did take a punch and throw one of my own).

I went from spending $23 for a half barrel of Old Milwaukee to $12 for a case of Rolling Rock to $20 for a 12-pack of Dale’s Pale Ale. The amount of time, energy and money I’ve devoted to beer for close to four decades is staggering. I’ve fortunately never been a “drink-a-six-pack-a-day” kind of guy, but I still shudder to think about how much of my home could be filled with all the beer I’ve consumed in my lifetime, and I shake my head when I consider how much money I’ve spent on beer over the decades.

But no more.

Six months ago I had a gout flare-up – the kind of flare-up that puts the fear of God into you, that kills any thoughts of the future, because, well, if the future consists of this piercing pain, then it might be better to call it a day. Fortunately, I live in 2025, and four different medications helped to relieve me of the worst symptoms, and another has allowed me to slowly but surely return to modified normalcy. Modified, because I no longer drink beer, and I’ve refrained from red meat and most seafood since last April as well.

In hindsight, last April’s flareup wasn’t my first bout with gout. I’d been having a few mini flareups a year from as far back as 2019, when my toe pain was originally misdiagnosed by a surgery-happy podiatrist. And because neither of my parents had properly shared their health history with me, I didn’t know what gout was and that I should be on the lookout for its symptoms. Now I know.

So for now, beer is no longer on the menu. Last month I invited neighbors to come to my basement and consume what remained of my beer supply and take leftovers home. For a few months I didn’t really drink any alcohol at all, and I lost over ten pounds from my lanky frame that can ill-afford to lose any more mass. For the past few months, I’ve experimented with drinking gin, bourbon and an occasional wine, and this seems to be a recipe for success if I want to indulge a bit.

But now when I go to a backyard barbecue, I’m drinking a water or Diet Coke. When I meet friends at a brewery, I’m ordering a mocktail. And when my kids buy me a birthday or Father’s Day present, they’re going to have to dig a little deeper than buying a six-pack at the grocery store.

Brewers Cubs NLDS, 2025

We should have known it would come to this. When Craig Counsell departed Milwaukee two years ago in favor of a bigger paycheck 90 miles south, I voiced my hope that he would experience five of the worst seasons known to man and be banished from Chicago in humiliation. Unfortunately, it’s hard to lose when you’re part of a well-run organization that has a big, fat, payroll. Oh, and when you’re a good manager with good players.

So I haven’t exactly gotten my wish, but man, there’s something satisfying about the Brewers winning the NL Central in 2024 and 2025, with the Cubs not even making the playoffs last year and having to beat the Padres in 3 games this week to advance. I mean, that SHOULD NOT be happening. The Brewers have no business winning the division, much less having the best record in baseball. That’s something I never thought I’d see.

Wanna know something else I never thought I’d see? A World Series title for the Milwaukee Brewers. And I fear that will remain to be the case this year. We might not even see an NLCS appearance, not because they’re not a good team, but because they’re very young and their pitching has been absolutely decimated. From having a surplus of starting pitching just a few months ago, they are now down to two starters in Freddie Peralta and Quinn Priester, and their bullpen has taken a hit as well.

But that won’t stop me from hoping. I’ve got tickets to game 5 on October 11, and I’m praying that somehow the Crew can win it in three or four and spare me the stress of another deciding game. I was in attendance when the Brewers lost to the Mets last year in game 3, and I was in attendance when they lost to the Dodgers in game 7 of the 2018 NLCS. I know that feeling, and I could do without it.

So here’s hoping. It’s been an absolutely thrilling season - one that had me wishing I lived back in my home town instead of commiserating with Cubs fans (there really aren’t any White Sox fans at present) - and it’s been so much fun watching a bunch of young guys with no expectations other than playing good, sound baseball. That this translated into winning streaks of eight, eleven and fourteen games wasn’t something anyone could have imagined.

But sometimes what we imagine is dwarfed by what’s possible. Maybe they’ll surprise us again.

Saying Goodbye to Robert Redford

How’s this for an eerie coincidence: on Monday, September 15, I stayed up late to watch The Natural, my vote for the best baseball movie ever, inching out Field of Dreams, A League of Their Own, and The Bad News Bears (and maybe Eight Men Out – it’s been a long time since I’ve seen that one).  Just a few hours after I finished the film and went to bed, Robert Redford, the star of The Natural, died at 89 years old.

My mom wrote to me after learning about his death: “All of the great ones are gone.” I don’t subscribe to that view, but I understand that if you’re in your 80s and have seen Gregory Peck, Jimmy Stewart, Cary Grant and Paul Newman come and go, you might be inclined to think that the best is behind us.

It was my mother who introduced me to Redford, the actor, through movies like Butch Cassidy and the Sundance Kid and The Sting, but it was Redford, the director, who may have made the biggest impact on me. After my parents split up in ’79, my mother took me to films that she thought would shed a light on grown-up topics, including divorce and general family discord. There was The China Syndrome, then Kramer vs. Kramer, and then Redford’s Oscar-winning Ordinary People. These latter two movies were interesting choices, because the mothers aren’t portrayed in a particularly positive light, and goodness knows my mother blamed my father for their marriage’s demise. But these films dramatized troubled families and the subsequent fallout on the children, and that may have been the point: to see that others experienced difficulties similar to my own, and in the case of Ordinary People – far worse.

I grew to watch other Redford-directed films like The Milagro Beanfield War and Quiz Show, and filled in some of the gaps from his acting career, like The Electric Horseman, All the President’s Men and Barefoot in the Park.

But it’s The Natural I love the most. Hell, Randy Newman’s score alone does it for me.

Gene Siskel placed The Natural at number 10 in his list of favorite films of the year, saying, “I loved every corny bit of it.”  Ebert wasn’t so kind, giving it 2 stars, and writing, “Why did a perfectly good story, filled with interesting people, have to be made into one man’s ascension to the godlike, especially when no effort is made to give that ascension meaning?” He’s not wrong. The movie is flawed. It’s cheesy. It’s shallow. It’s a fable, pure and simple. But, like Siskel, I loved every corny bit of it.

And now I can say that I loved every corny bit of it while Redford was breathing his last.

All of the great ones are not gone. But we lost another one this week.

Copyright, 2025, Paul Heinz, All Right Reserved