#Define: Sheer Resistance ![rw-book-cover](https://wsrv.nl/?url=https%3A%2F%2Fcdn.changelog.com%2Fstatic%2Fimages%2Fpodcasts%2Fpodcast-original-f16d0363067166f241d080ee2e2d4a28.png&w=512&h=512) ## Metadata - Author: [[The Changelog: Software Development, Open Source]] - Full Title: #Define: Sheer Resistance - Category: #podcasts - URL: https://share.snipd.com/episode/9065b1a1-0c59-4eca-ad5b-a998955ce475 ## Document Notes ## Highlights - **Agents Are Changing Developer Workflows** - Adam frames agents as replacing many developer tasks by calling, retrieving, and parallelizing work across infrastructure. - He argues databases like Postgres must evolve to support agents with native search, zero-copy forks, and MCP servers. Transcript: Adam Stacoviak Is here. And it's from our friends over at Tiger Data. This is the very first database built for agents, and it's built to let you build faster. You know, a fun side note is 80% of Cloud was built with AI. Over a year ago, 25% of Google's code was AI generated. It's safe to say that now it's probably close to 100%. Most people I talk to, most developers I talk to right now, almost all their code is being generated. That's a different world. Here's the deal. Agents are the new developers. They don't click. They don't scroll. They call. They retrieve. They parallelize. They plug in your infrastructure to places you need it to perform. But your database is probably still thinking about humans only because that's kind of where Postgres is at. Tiger Data's philosophy is that when your agents need to spin up sandboxes, run migrations, query huge volumes of vector and text data, well, normal Postgres, it might choke. And so they fix that. Here's where we're at right now. Agented Postgres delivers these three big leaps, native search and retrieval, instant zero copy forks, and MCP server, plus your CLI, plus a cool free tier. ([Time 0:00:40](https://share.snipd.com/snip/33421e98-f195-4514-82ef-3da8bdd9e9f3)) - **Make Bluffs Sound Linguistically Plausible** - When bluffing, craft definitions that mirror actual word roots and plausible domains to increase believability. - Use recognizable prefixes or Greek/Latin roots to make fake entries sound authoritative. Transcript: Jerod Santo Agent policy of course don't look up the definitions because that wouldn't be very fun at all the way this game works is that we have 10 rounds of play we're playing to 12 points, whichever One comes first. And each round presents a word, which is obscure, hopefully. Hopefully nobody knows it. Maybe you know it. That is in the world of STEM-y things. So it could be science, medicine. It could be math. It could be music. It could be science fiction, it could be computer science, etc. They're just in that wheelhouse of science-y things. And a definition of the obscure word. Now, after I name the word, everybody submits to me their definitions of what they think the word means, or if they don't know what it means, they make one up in order to fool their enemies Into selecting it. After the definitions are submitted, I will read them all, hopefully without laughing. And then you all go around and try to guess which one is the correct definition. Now, if you get the right definition initially, right away, you get three points and you set the round out. If you have the wrong definition, but other people pick yours, you get one point for each person who picks your definition. And then at the end of the round, if you happened upon the correct definition during the selection process, you get two points. So three, two, and one. ([Time 0:07:10](https://share.snipd.com/snip/bae4c453-af06-42fb-b05e-8b792ad4529f)) - **Wrong Guesses Can Score Points** - In round one Adam incorrectly guessed an endocrine-cell definition and earned a point when David selected it. - The misguess became a running joke and showed how confidently wrong answers can still score. Transcript: Jerod Santo Oh. And the first one of 12 wins or the person with the most points after all 10 rounds. I doubt we're going to have to do all 10 to get to 12 because David scored 12 in like 37 seconds last time. So any questions before we get into round one? Thomas Eckert No, let's get excited to get started. Jerod Santo All right, here we go. Your word for round one is iatrogenic. Iatrogenic. I-A Iatrogenic. Please submit to me your definitions for iatrogenic now. Thomas Eckert Is there a problem, Taylor? Taylor Troesh I know this one. I'm just trying to... Thomas Eckert It's so close. Now, Jared, have you considered using a text-to solution for reading these definitions out loud to avoid the laughter problem? The metagame? Jerod Santo That's a really good idea. I just feel like I would be really bored. Yeah. I don't know what to do. I feel... Yeah. You don't want AI taking your job. Thomas Eckert That's right. Adam Stacoviak Fight for it. I'm gonna keep fighting. Jerod Santo All right, all definitions are in for iatrogenic, and I will say right up front that Taylor has the correct definition. So three points for Taylor. And you can just relax, my friend. Good job. He did know it. He really knew it. So there are one, two, three, four, five possible definitions for iatrogenic. Number one, iatrogenic describes natural springs which produce water with high concentrations of ionic water. Number two, iatrogenic caused inadvertently by medical treatment or diagnosis. ([Time 0:08:44](https://share.snipd.com/snip/cda6a6ce-35e6-4e3d-a5b7-afb194332d34)) - **Taleb Taught A Medical Word** - Taylor knew the medical term iatrogenic from reading Nassim Taleb and correctly picked the definition. - He said Taleb uses the word often, which helped him identify the correct medical meaning. Transcript: Jerod Santo So three points for Taylor. And you can just relax, my friend. Good job. He did know it. He really knew it. So there are one, two, three, four, five possible definitions for iatrogenic. Number one, iatrogenic describes natural springs which produce water with high concentrations of ionic water. Number two, iatrogenic caused inadvertently by medical treatment or diagnosis. Number three, an object solely composed of distinct dissimilar parts. Number four, describing cells in the endocrine system responsible for producing hormones. And number five, the process of swapping out one gene pool for another. There you have it. Five potential definitions for iatrogenic. Thomas Eckert We start, since Taylor is resting, we start with Thomas.omas yeah so looking at this list we have the water ones natural springs with uh ionic water okay so like genic i think about iatrogenic Genic being like a to generate i know that much caused inadvertently by a medical operation was number two, a combination of distinct dissimilar parts, cells in the endocrine system, And then gene pool swapping. Well, yeah, thank you. Jerod Santo Thank you, because normally people are like, what's number three again? Thomas Eckert Uh what what really sticks out to me is the uh caused inadvertently so number two is what i'm gonna go with all right thomas goes with number two how about matthew because you said something Jerod Santo I want you to repeat number three actually okay number three is an object solely composed of distinct dissimilar parts, you jerk. True. Is that in the definition? I don't know if that's in the definition. That was for him. He's just trolling me. That was a troll. We all know what it was. Matthew Sanabria Dissimilar parts, water, water repeated water twice, actually. So that was interesting. The gene pool one. Number one. There was one that's not the gene pool not the water not the similar parts there were two other definitions that i can't remember yeah gosh so number four was describing cells in the endocrine System responsible for producing hormones okay that's not gene pool it's not not gene pool not the similar not water and not cells there's that one other one not cells yeah this is like Jerod Santo A test for me there's that one this one right here gotcha the process of swapping out one gene pool for another no he said that one okay caused inadvertently by medical treatment or diagnosis Matthew Sanabria Yeah i'm like that one in that's the one yep so you're gonna pile on pile on i i i admitted I didn't catch which one Thomas picked. So yeah, it's a pile on. Jerod Santo So it's an accidental pile on. Fair. All right. We go to David. I'm going to construct an additional pile on. This guy doesn't just pile on. He constructs pylons. All right. We got three people on number two and we go to adam who's the last one to actually guess what's the second to last one jared uh that would be the fourth yes can you read that one please describing Cells in the endocrine system responsible for producing hormones yeah that's the one that's the one right there. Let's dial that one in. Yeah, lock it. Let's dial that one in. Let's lock that one. Adam Stacoviak No breakfast ball required, Phyllis. Jerod Santo All right. Well, after round one, of course, Taylor gets the default three. Thomas Eckert Taylor, what's the correct answer, Taylor? Taylor Troesh The correct answer is the medical one. And the only reason I know it is from a Nassim Taleb book. I can't remember which one, but he loves that word. David Aja Really? Fooled by randomness. Jerod Santo I don't remember. I haven't read one of his books in 10 years or something. Antifragile, is that him? That's definitely him. ([Time 0:10:31](https://share.snipd.com/snip/8c208842-7a80-4f95-8e40-460fed9bd0d9)) - **Query Multiple Models At Once** - Try querying multiple LLMs simultaneously when you need varied answers quickly. - Tools like Chorus.sh can fire the same prompt to several models to compare outputs at once. Transcript: Jerod Santo Oh, gosh. Adam Stacoviak Great question. I don't know. Honestly, I don't know. I don't know. Okay. I just don't know. David Aja There's a Mac app called Chorus that makes it easy for you to just fire the same question to a bunch of them at once. Oh, really? Which, when I have things where I don't actually care which model, I just want to try several at once, that's often kind of helpful. Jerod Santo Mm-hmm. That's pretty much what I do manually. I just, like, copy-paste it into, like, three different prompts. So that was really something I might give a shot, you know? I really like to go scorched earth and just, you know, maximize my compute on this particular... Thomas Eckert Literally scorch the earth. Yeah, like... How could I maximize my carbon footprint? Adam Stacoviak I was looking away. Was that you, David? Was that your voice I heard saying that? Who was it that said this tool? Was it David? Chorus? David Aja That was David, yeah. Adam Stacoviak It's called Chorus, like you're a chorus of people. Is that right? David Aja Like a collection of people singing. Adam Stacoviak Is that chorus.ai? David Aja I do not remember the domain. I think if you just... If you just ask all your LMs, we want to point you to the right place. Adam Stacoviak Yeah, I found a couple of choruses that are not that. I'm trying to find that. Chorus.sh. Oh, they know what you're talking about. David Aja Chorus.sh. That's ([Time 0:17:28](https://share.snipd.com/snip/34ce6fcb-63a6-4633-baa1-e4e7d0f866da)) - **Heteroscedasticity Is About Variance** - Heteroscedasticity describes differing variances across subpopulations in statistical data. - The hosts linked 'hetero' (different) with Greek 'skidanemi' meaning to scatter to explain the term. Transcript: Jerod Santo You're getting better at it, though. The practice is paying off. I feel like it. Good. And by five, I mean five, not six, because one of us got it 100% correct, and that person is Mr. David Aja. Three points to David. David Aja I have to try really hard not to help you with the pronunciation. Jerod Santo Oh, and he knows how to pronounce it too. How am I doing? David Aja You got there. Yeah, eventually. Jerod Santo I have this pronunciation guide, and as I try to read the actual syllables, I can't. It's just a lot of syllables. I couldn't quite put them together. When you just look at the words, not so bad. Anyways, neither here nor there. Up first, this round well let me read them gosh you guys just guessed the numbers uh might as well okay five definitions for heteroscedasticity uh shoot i'm back a material that has differing Shear resistance across its various dimensions that's's number one. Number two, when molecules have multiple stable configurations. Number three, the process of fine-tuning multi-dimensional data structures into a single data store. Number four, a collection of disjoint operators which make up the order one manifold. And number five, a statistical property in which some subpopulations in a collection of random variables have different variabilities from others. There you go. Five definitions. Heteroscedasticity. Let's start with Thomas. Thomas Eckert So the first one we have is this material with different shear. Jerod Santo Yes. Thomas Eckert Shear resistance across its various dimensions across various dimensions okay so it makes sense that all these do play into the prefix of the word the hetero right of mixing up different Things together right right number two you have uh molecules with different what were the multiple stable configurations yeah multiple stable configurations okay okay that makes Sense for three fine-tuning for multi-dimensional lms or ai multi-dimensional data structures. Oh, data structures. Jerod Santo Process of fine-tuning multi-dimensional data structures into a single data store. Thomas Eckert You see, but I feel like this C-I at the end is not necessarily like a process. So, it's describing a state of something. It's a city. Jerod Santo Yeah, but it's a city, not a state. I beat you to that one, Taylor. Thomas Eckert And then what was the collection, the operators? Jerod Santo Yeah, a collection of disjoint operators, which make up the order one manifold. Thomas Eckert What is the order one manifold? Jerod Santo That's the question. Order dash one, order minus one. Thomas Eckert I don't know, order one no i just haven't heard of that before it's interesting could be that one you know i i do think it's the statistical variabilities within uh multiple data sets Uh that that just kind of feels right to me hetero uh you know different you know mixing together and then city describing the state so i'll go with number five all right thomas gets five Matthew Sanabria We go to matthew i'm also leaning five uh i think that makes sense i don't think the stable state one makes sense i don't think the order one man thinks it What else was there? Sheer resistance was one. Fine tuning. Fine tuning of some data structure. Jerod Santo Sheer resistance, yeah. Matthew Sanabria And then what was that one I'm missing? It was a material having differing shear resistances. Yeah, so I have shear, data structure, order manifold. Jerod Santo And stable configurations. That's it. And statistical property. Matthew Sanabria Damn, I think I'm with you on this one, Thomas. Another pile on. I'm pile on. Thomas Eckert It worked out last time. Please pile me on. Let's stack up around the normal distribution. This is feeling like a repeat. Jerod Santo Okay, David's out. Adam. Adam Stacoviak I'm going to pile on. I don't know what I'm piling on to, but whatever they chose, I'm choosing. That's it. Jerod Santo Blind faith. Adam Stacoviak Adam gets it. He's just following along like a lemmy. I've learned. Follow or lead. If you can't lead, you follow. Jerod Santo I'm following. Fair. Taylor, are you leading? Are you following? What are you doing? I'm leading. It's a warm pile, Taylor. Taylor Troesh My grandma always used to say, Taylor, homoscedasticity is a sheer resistance in a single direction. So it must be the opposite. You know, like this is a family secret. And I just realized that this must be the truth. Thomas Eckert This was your grandmother who worked in the bomb factory and she used to tell you stories about uh her time in the bomb factory to put you to sleep and you can ask uh exactly that same grandma Yeah yeah that same grandma he would snore just headers good necessity when he to sleep. Jerod Santo You almost can snore that. That's pretty nice. All right. So you're going with the material, the differing shear resistances, because your grandma told you so. Yeah, yeah. Taylor Troesh Okay. Just making sure. Jerod Santo All right. So we find ourselves in similar grounds as last round, except for David has the correct answer. David Aja And so, David, why don't you tell everybody what the right answer is i drew a little diagram because i used to love trying to draw this when i wanted to be an economics professor this is A this is a homoscedastic distribution right where the normals are basically kind of the same and then this is a heteroscedastic distribution where the variance for one subgroup is Smaller than the other. Thomas Eckert But they're both in danger from that T-Rex. Jerod Santo Yeah, the T-Rex is definitely after both distributions. So either way, you're going down. So you're getting eaten no matter what. David Aja That's right. Taylor Troesh Was that a drawing of a metal pipe? Because it's materials, right? Jerod Santo Was my grandma lying to me is your grandmother i can't see the different shears i can't see that come on that's not a drawing of the sheer different sheer resistance all right so taylor's Grandma i let him right into matthew's lap matthew wrote that one so one point for matthew and uh the three of you all got it correct the statistical property in which some subpopulations In a collection of random variables have different variabilities from the others. Of course, hetero, everybody knows what that means. The last part, the skidasticity, comes from the ancient Greek word skidanemi, which means to scatter. So there you have it. Taylor Troesh Oh, it also comes from skedaddle. Jerod Santo Yeah, which is when you got to run. Everyone scatter. ([Time 0:19:57](https://share.snipd.com/snip/c45fd3e2-ffd4-4df3-9e82-7eea5040f3b0)) - **Diagramming Variance With Dinosaurs** - David drew a diagram to explain heteroscedastic vs homoscedastic distributions when he played economics professor. - He used T-Rex imagery jokingly to illustrate both distributions being 'in danger'. Transcript: David Aja And so, David, why don't you tell everybody what the right answer is i drew a little diagram because i used to love trying to draw this when i wanted to be an economics professor this is A this is a homoscedastic distribution right where the normals are basically kind of the same and then this is a heteroscedastic distribution where the variance for one subgroup is Smaller than the other. Thomas Eckert But they're both in danger from that T-Rex. Jerod Santo Yeah, the T-Rex is definitely after both distributions. So either way, you're going down. So you're getting eaten no matter what. David Aja That's right. Taylor Troesh Was that a drawing of a metal pipe? Because it's materials, right? David Aja Was my grandma lying to me is your grandmother i can't see the different shears i can't see ([Time 0:25:35](https://share.snipd.com/snip/37e6c6db-8944-4286-b36d-0b9c5cdb5df6)) - **Convincing Nonsense Wins Points** - Players invented plausible but fake definitions to bluff others in the word game, showing how domain-specific vocabulary invites confident-sounding falsehoods. - The format rewards convincing writing as much as correctness, producing creative but misleading options. Transcript: Jerod Santo Note played before a principal note, then immediately released. Number two, the order of operations for actions that must first precede other actions before being executed. Number three, a partial eclipse of a planet formed by multiple moons. Number four, a fungal infection affecting the forearms number five a genus of fungi native to south american rainforests and number six when a material has a single plane of sheer resistance I tried i tried really hard okay Matthew, you are up first this round. Yes. Matthew Sanabria Okay. So single, single plane of shear resistance. Yes. Fungal arm. Jerod Santo Fungal infection affecting the forearms. Something else about a fungus? A genus of fungi native to South American rainforests. Uh-huh. Matthew Sanabria A partial eclipse partial eclipse pre-note and pre-order of operations sort of order of operations yeah okay i am in between i'm honestly between two here i'm can you repeat the definitions Jerod Santo For the pre-note one and for the arm fungus yeah a brief grace note played before a principal note then immediately released was the musical one. And then the fungus one was a fungal infection affecting the forearms. Forearms. One word. Not forearms like you have four of them. What if you have two arms? Matthew Sanabria You don't have to worry about the other one. Jerod Santo That's a chukatura. No, I can't even come up with anything. Matthew Sanabria Yeah, I think what's starting me off about the fungus one is that it's specific to the forearms. That's what's throwing you off about it yeah it's like what would why would that classify different you know what i mean like what if it was like on my bicep or something why would that Be different are there fungi that only affect the forearms different fibers man that's right yeah exactly it's different parts of the arm get it right how much you sweat different parts Jerod Santo Of your body yeah it's like when you do a lift and you're like this only work in my bicep and it's like yeah that's on my Torah. Matthew Sanabria I think I like the musical note one personally. So I think I'm going to lock in the musical note. All right. Matthew is on the music note. We go to David. Jerod Santo What was the other fungus? Yes, there was the fungal infection, which we've talked about extensively. And then there's a genus of fungi native to South American rainforests. Thomas Eckert And one of these is the correct answer. Jerod Santo That's right. Thomas Eckert Unless Jared is playing. Jerod Santo Unless he's just like a joke around us. Just a big troll. Surprise. David Aja It's not a real word. So we've got two funguses. Fake word. Sorry, I'm going to do it. Can I have the final three one more time? Jerod Santo The final three. Wow. That's going to do it. Okay. So number four was the fungal infection affecting the forearms. Number five is the genus of fungi native to South American rainforest. And number six is when a material has a single plane of sheer resistance. Oh, right. That's all you forgot about? David Aja Yeah, it just flew through me. It was so perceptive. I'm going to go for the musical term as well. David's going for music. Taylor Troesh And he has the, I see a bass in the background. He's a musician, so that's very suspicious that the musician might pick the music I mean, I'm not a musician. David Aja I just own several instruments that hang behind me. And he likes guitars. As he showcases more instruments to further. Jerod Santo Yeah, he moves so you can see the rest of his guitars. Yeah. David Aja How many forearms do you have? Okay. Jerod Santo I play all of them simultaneously taylor what are you thinking you're gonna pile on with these guys are you gonna go fungal you're gonna go somewhere else altogether sheer resistance Taylor Troesh No i don't my my grandma led me astray i'm not i'm not falling prey to the sheer resistance once again he resisting sheer resistance. Yeah, she actually, my grandma told me that a Chukatura is an eclipse, but I'm not trusting her. So I'm going to go for the grace note and pile on. Jerod Santo All right, he's pile on on the grace note. Oh, boy. We go now to Thomas. Thomas Eckert Okay. So, Grey Snow has a pylon, and the order of operation for actions doesn't have any love. Partial eclipse with multiple moons. That looks like I'm trying to imagine what that would look like, and that would be pretty cool to see. But I don't see how that's a check, Tura. Taylor Troesh Have you seen Star Wars? Thomas Eckert Have I seen Star Wars? Yes. Taylor Troesh Yeah, it's like that. Thomas Eckert Multiple suns dude you didn't you didn't watch the end credit the end credit scene the end credits is all multiple moons yeah moon fest it's not just multiple moons it's partially cliffs It's a partial eclipse of multiple moons. Right. Yes, a rare occurrence. We have fungal in the forearms. So I could be like ringworm different places. Rumble in the jungle, fungal in the forearms. Yeah, fungal in the forearms. But there's some like fungus feeling thing about a Chakitura. And I'm going to go with number five, the genus of fungi native to South America. Jerod Santo All right. So we have Thomas on the South American rainforest fungi. Thomas Eckert All alone on my little island. David Aja No man is an island. I don't remember the rest of the poem, but no. Thomas Eckert It's a poem. It's a book. No. Well, it's a poem and it's a book. Whoa. That's all by Thomas. This is a crazy poem. This guy's pulling out books, man. That's what they are. Thomas reads, dude. Jerod Santo He has a book that says No Man is an Island. Thomas Eckert He just book-checked you. You should read some Thomas Merton. That would be the plug. Jerod Santo That's awesome. I love that. Adam, what you thinking, man? Adam Stacoviak Mama always told me if I get a chance to pile on, to pile on. So I'm going to pile on. We're listening to grandparents and mamas, okay? Jerod Santo He's just following the crowd here. Mama always said there's a good pile on. Pile on? Crowds. All right, let's start right there. A chakatura is a brief grace note played before a principal note, then immediately released. I think it's an Italian word. So Matthew, David, Taylor, and Adam each get two points. Matthew, David, Taylor, Adam. ([Time 0:36:05](https://share.snipd.com/snip/6026cfe2-32d0-4799-a65e-7143deceee3e)) - **Know When To Call The Game** - The game allows ties and quick hard stops when players hit score thresholds, reflecting flexible game pacing. - Hosts prefer ending on ties when schedules and hunger interfere, prioritizing participant needs. Transcript: Jerod Santo We also have hard stops. So we'll have to decide what we're going to do here because. People have won? Taylor and Matthew both have 13 points, putting them over the 12-point threshold. David has 12, putting them at the 12-point threshold. So we can end the game with a two-way tie for first. I know that Thomas has to wrap. I think everybody has dinner to have at a certain point. We can call it. We can continue. We can go without Thomas. We can just. Thomas Eckert I'm not going to win this one. Matthew Sanabria So I can back out, go walk my dog. Jerod Santo Let's talk to our two guys tied for first place, Taylor and Matthew. How would you like to proceed? Matthew Sanabria I don't have a preference. We can tie it. We can tie break it. Jerod Santo We can whatever. I have more rounds in my back pocket, so that's not a problem. Taylor Troesh Let me think. I am super hungry. Yeah. Jerod Santo Let's just call it a two-way tie for first. Oh, boy. ([Time 1:30:10](https://share.snipd.com/snip/a31933af-0c17-4b10-93d4-c81926fe1449)) - **Use Autocomplete For Quick Tiebreakers** - Use Google Autocomplete as a quick live game mechanic to create high-variance, topical challenges. - Stopping typing at the blank reveals likely public queries and yields surprising, current results. Transcript: Jerod Santo The two of you. Matthew Sanabria Where we just guess. We both just like guess on three or something. And whoever's guess is higher in the Google rank wins or something. Taylor Troesh On the fly. Jerod Santo Oh my goodness. Taylor Troesh Ask Google to generate a number between zero and one. Jerod Santo We could also do that. All right. I'm pulling up Google right now who's a changelog plus plus subscriber no just kidding oh yeah no just kidding okay so I'm going to pull up Google I'm going to start typing in autocomplete I'm going to stop and then you guys will guess until somebody hits the top autocomplete and the person who hits it wins. You guys cool with that? Sure. Love it. All right. I have typed Bill Gates space, not space needle, but a literal blank character. Bill Gates space. And the first one to hit it wins. So how do we, how should we start with the changelog plus plus member? Who's Matthew? Matthew Sanabria But I'm not a changelog plus plus member. Oh, shoot. Jerod Santo I thought you were. Matthew Sanabria I thought I was too, but I, you know, I just listen so much. Jerod Santo We start with Taylor. I'm now offended by Matthew. I'll start with Taylor. Yeah, David is one, but he's also missing a point. Yeah, we'll start with matthew i'm not i'm not easily offended go ahead man it's better though all right so just say one yeah what do you think bill gates auto completes to net worth it's Taylor Troesh On there but it's not number one okay taylor feet is it bill gates versus godzilla that that should probably be up in the top five no let's go with uh bill gates it's feet man it's the blank's Already in there what keeps on coming up to me is like the bill gates epstein situation because there was a tie there so i'm thinking bill gates Epstein to be real topical maybe. Okay. Okay. Jerod Santo Nope. Matthew. Good try. Matthew Sanabria What is Bill Gates even? What is he known for now anymore? Who cares to Google him? He was in the news recently. Was he in the news recently? Yeah. I don't care about Bill Gates. I don't either. I just know he's in the news. What does he do? Isn't he like involved farm stuff now? Adam Stacoviak He's bought a bunch of farmland. Matthew Sanabria That's what I thought. Adam Stacoviak David's chopping the bit because he knows what this is about. Jerod Santo And he's like, I was one point away. I could be in this. The Andrew's feet. Yeah, okay. You're missing out. Bill Gates' feet. Matthew Sanabria I feel like if it's not worth, I'd laugh if it was like the other one. What was the other Google one? I would laugh if it was the same thing, the same Google thing. Because you put two names, right? Steve Jobs' daughter. Bill Gates' daughter. Okay, I think I would guess. Isn't he a big proponent of like i don't even know okay give me a timer time count down something it'll force something out of me three two one okay climate change doesn't need to do something With farms and climate change bill gates climate change yeah ding ding ding ding is it really you got it, man. Bill Gates, climate change. Jerod Santo Matthew, pull it out of nowhere is our winner. David knew that one. ([Time 1:31:50](https://share.snipd.com/snip/103783d7-680e-4b6e-860d-fcec66847c64)) - **Saved An LLM Mulligan — And Lost It** - Adam revealed he never used his single allowed LLM 'mulligan' and regretted saving it until too late. - The group later agreed to grant him two LLM uses next time as a consolation. Transcript: Adam Stacoviak Use my my good thing right yeah i just waited too long i never used the llm so sad about that i was gonna use it when i thought i had you know a good score to get right at the very end like a trump Jerod Santo Card kind of thing yeah sadly i failed well we'll let you hold on to that for the next time you play. I can get two next time. What about that? Two LLMs? Sure. Sure. I'll give you two. I like it. ([Time 1:37:50](https://share.snipd.com/snip/8053e718-236c-4e21-bd5c-f6ab8aae1f26))