On March 29, 2025, the New York Yankees hit a franchise report 9 dwelling runs in a single recreation versus the Milwaukee Brewers.
To perform this feat, they used a bat that can in all probability change baseball eternally (or not).
They offered Google with the chance to oversell its AI talents, hoping that nobody can be conversant in baseball, torpedo bats, and Google Search – all on the similar time.
I’m that particular person.
The Background Google Didn’t Inform You
That very same day, I used to be sitting on the very desk I’m writing this text on, ordering my groceries on-line and watching Nestor Cortes pitch towards his former staff, the New York Yankees.
Cortes, a private favourite of mine (and of all Yankees followers), picked up proper the place he left off in 2024 … giving up dwelling runs (he gave a grand slam to the Dodgers within the World Sequence that I’m nonetheless hurting from) – dinger (that’s a phrase for a house run) after dinger.
As I used to be watching the Yankees crush Cortes (my 7-year-old was on cloud 9), I observed one of many gamers’ bats was oddly formed (that participant was Austin Wells, notice this for later). I believed it will need to have been my eyes, however then, participant after participant, it was the identical factor.
The form of the bat was totally different. What the Yankees did was custom-load the majority of the wooden of the bat to the place the participant (per superior analytics) makes contact most frequently (in order that once they did make contact, it will be more durable). Not each participant, however chunk of the lineup, was utilizing these bats.
You do advertising and marketing, not baseball. Why do you care?
As a result of, because the Yankees hit a franchise report variety of dwelling runs on this recreation, all the baseball world went bonkers.
Is that this bat authorized? What is that this factor? Who’s utilizing it? Since when?
In case you are within the baseball world, you already know this was a completely large story.
For those who’re not conversant in baseball, the time period “torpedo bat” sounds solely obscure and obtuse, which is what Google was relying on when it used this instance at Google I/O 2025 to point out how superior its AI talents are.
What Did Google Say Precisely?
Rajan Patel, who’s the VP of Search Engineering at Google, acquired on stage at Google I/O and mentioned he was an enormous baseball fan.

So what?
Rajan used a question associated to baseball to point out how Google’s AI Mode was analyzing complicated knowledge.
Particularly, he ran the next question (immediate?): “Present the batting common and OBP for this season and final for notable gamers who at the moment use a torpedo bat.”
It appears actually complicated, which is precisely how Rajan packaged this to the viewers, saying: “Give it some thought, there are such a lot of components to that query.”
It does appear to be a very area of interest type of subject that you simply’d need to have very particular data about.
It’s acquired a number of layers to it. It’s acquired knowledge and acronyms wrapped up in it. It’s acquired every thing you must suppose that this can be a severely complicated query that solely superior AI might reply. It’s even asking for 2 years’ value of knowledge.
The truth is that you would discover this info out in three very simple searches and by no means even need to click on on an internet site to do it.
We could?
Why What Google Stated Is Not ‘Superior’
This complete “torpedo bats” factor appears extraordinarily area of interest, which is, once more, from an optics and notion viewpoint, that is precisely what Google needs you to suppose.
In actuality, as I discussed, this was a sizzling story in baseball for whereas.
Furthermore, the query of who makes use of these bats was a giant deal. Folks thought, initially, that these gamers had been dishonest.
It was a semi-scandal, which means there’s a ton of content material from big-name web sites that particularly lists which gamers are utilizing the kind of bat.
Right here you go, it’s proper within the featured snippet:

The final participant talked about above, Dansby Swanson, is who Google featured in its speak:

Examine the listing Google reveals to the one from Yahoo Sports activities.
4 out of the seven on Google lists are proper there within the featured snippet (Austin Wells, Jazz Chisolm [Jr.], Anthony Volpe, and Dansby Swanson).
For the report, three out of these 4 play for the Yankees, and Wells was the primary particular person we noticed use the bat sort in 2025 (some gamers experimented utilizing it in 2024).
Not onerous info to entry. It’s proper there – so are the gamers who’re “notable.”
Rajan makes a degree of claiming Google must know who the notable gamers are to reply this “complicated” query. Which means, he portrayed this as being “complicated.”
Perhaps in 2015, not in 2025.
It’s been saved within the Data Graph for years.
Simply Google [best mlb players]:

Boop. Carousel of the most effective MLB gamers within the league proper now (fairly good listing too!)
So, the complicated factor that Google’s AI Mode needed to do was pull info from a Yahoo Sports activities web page (or wherever) and mix that with info it’s been utilizing within the Data Graph for years?
If that’s onerous for Google and complicated for AI, then now we have issues.
There have been, in essence, three components to Google’s “question” right here:
- Answering who within the league makes use of a torpedo bat.
- Figuring out notable present gamers.
- Pulling the stats (this yr’s and final yr’s) of those notable gamers utilizing this new bat.
The information half appears complicated. Stats? Present stats? Looks like lots.
There are two issues you must know:
The very first thing is that baseball is legendary for its stats. Followers and groups have been monitoring stats for 100 years – variety of dwelling runs, batting averages, earned run averages, runs batted in, strikeout walks, doubles, and triples (we haven’t even gotten into spin charges and launch angles).
That’s right, baseball groups monitor what number of occasions the ball spun between when the pitcher threw the ball and when the catcher caught the ball.
Immediately, the league is dominated by superior analytics.
Guess who powers all of it?
I wager you guessed, Google.

The second factor you must know is that Google has been accumulating stats on particular gamers in its Data Graph for whereas.
Overlook that the stats on particular gamers might be discovered on dozens upon dozens of internet sites; Google itself collects them.
Right here’s a seek for the league’s greatest participant (no, he doesn’t use a torpedo bat):

Did you discover the stats? After all, you probably did; it’s a tab within the Data Panel.
It’s info which may appear extremely huge or complicated, but it surely’s actually saved by Google.
What I’m saying is, Google created a “complicated” situation that was nothing greater than combining two issues it shops within the Data Graph with one factor that’s unfold all around the internet (i.e., the listing of gamers utilizing the sort of bat).
Is that basically that complicated for Google, or was it engineered to look complicated for the optics?
What Is The Greatest Manner To Discuss About AI Merchandise?
I like the graphs. Taking the information and the knowledge and making a {custom} graph with AI?
Love that. That’s superb. That’s so helpful.
Google, you don’t must oversell it; it’s superior with out you doing that.
Google will not be going to hearken to me (it is going to learn this text, but it surely won’t hearken to my recommendation). I’m not scripting this for Google.
I’m scripting this for you. In case you are a small or a medium-sized advertising and marketing staff and also you’re taking a look at how Google and different massive manufacturers market their AI merchandise as a beacon to your personal advertising and marketing … don’t.
Don’t really feel it’s a must to. Determine by yourself what’s one of the simplest ways to speak about AI merchandise.
Is one of the simplest ways actually to overstate the complexity? To attempt to “bundle” one thing as greater than it truly is?
I get the temptation, however individuals are not silly. They are going to begin to see by way of the smoke and mirrors.
It could take them time. It could take them extra time than you would possibly suppose – however it is going to occur.
I’ll finish with a private story.
My spouse is a nurse. She was just lately despatched to a seminar the place they talked about “what’s occurring with all of the AI stuff.”
My spouse got here dwelling and was greatly surprised by what’s occurring on the market and the way individuals are utilizing AI, in addition to how good the AI was (or wasn’t).
My spouse is now a thousand occasions extra skeptical about AI.
What occurs for those who’re following what these manufacturers are doing and oversell AI when your audience ultimately has the expertise my spouse did?
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