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Every variant of Monte Carlo Tree Search faces the explore-exploit tradeoff: pick the branch that looks best right now, or test new branches? Algorithms like PUCT, used in AlphaGo, score each move with two competing terms. One is how good a move looks based on your exploration up till... show more

Dwarkesh Patel

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how to evolve generative art 🦠✨👇 over the past weeks I built this toy 'proof-of-concept' example to explore and better understand how open-form generative art works, and discover some of the new archetypes it enables. In open-form genart each mint at the root of a project can define its own lineage: properties, traits, and characteristics that carry over to new editions evolved from it. For example, in this demo, the first parent defines the color palette that's used for the pixel pattern — these colors are then inherited by subsequent evolutions (with a random chance to alter a color or introduce a new one). But that's just scratching the tip of the iceberg — the REALLY COOL thing is that the root mint also specifies the rules that define how the pixel pattern morphs and changes over the course of its lineage! Meaning that each branch in this collection is its own unconstrained system, that evolves, and is explored by minting and evolving new editions. in this setting collectors play a huge role to explore the parametric space of the project ✨ on fxhash the UI will be much cleaner and more intuitive 🫧

how to evolve generative art 🦠✨👇 over the past weeks I built this toy 'proof-of-concept' example to explore and better understand how open-form generative art works, and discover some of the new archetypes it enables. In open-form genart each mint at the root of a project can define its own lineage: properties, traits, and characteristics that carry over to new editions evolved from it. For example, in this demo, the first parent defines the color palette that's used for the pixel pattern — these colors are then inherited by subsequent evolutions (with a random chance to alter a color or introduce a new one). But that's just scratching the tip of the iceberg — the REALLY COOL thing is that the root mint also specifies the rules that define how the pixel pattern morphs and changes over the course of its lineage! Meaning that each branch in this collection is its own unconstrained system, that evolves, and is explored by minting and evolving new editions. in this setting collectors play a huge role to explore the parametric space of the project ✨ on fxhash the UI will be much cleaner and more intuitive 🫧

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Been meaning to bitch about this/document it for a few years now, but wtf is going on with how gamma blade interacts with counterhit??? This is the only move in the game that works like this right?

Been meaning to bitch about this/document it for a few years now, but wtf is going on with how gamma blade interacts with counterhit??? This is the only move in the game that works like this right?

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This is what directing an AI creative studio looks like. I gave my orchestration system a reference image and had it deploy three different interpretations across three machines running Blender simultaneously, all visible from a single dashboard. When one direction looks promising, I branch from it. The system copies the files to the other machines and keeps exploring from that new starting point. Branch, direct, branch again. Each split opens up a new creative path while I give notes in real-time. The number of creative directions I can explore simultaneously is only limited by how many computers I have.

This is what directing an AI creative studio looks like. I gave my orchestration system a reference image and had it deploy three different interpretations across three machines running Blender simultaneously, all visible from a single dashboard. When one direction looks promising, I branch from it. The system copies the files to the other machines and keeps exploring from that new starting point. Branch, direct, branch again. Each split opens up a new creative path while I give notes in real-time. The number of creative directions I can explore simultaneously is only limited by how many computers I have.

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🇺🇸 The shooting at the White House Correspondents' Dinner raised one urgent question: how did a hotel with outside guests ever get approved for the highest-risk event in American politics? Fmr. Special Forces Matt Tardio broke down exactly how these decisions get made, and why the answer is more complicated than it looks. "From the outside it might not look safe, but in reality it is." Every venue is a tradeoff, and the one that looks safest on paper might be a death trap when you need to move the President, VP, and Speaker out at the same time. Matt Tardio

🇺🇸 The shooting at the White House Correspondents' Dinner raised one urgent question: how did a hotel with outside guests ever get approved for the highest-risk event in American politics? Fmr. Special Forces Matt Tardio broke down exactly how these decisions get made, and why the answer is more complicated than it looks. "From the outside it might not look safe, but in reality it is." Every venue is a tradeoff, and the one that looks safest on paper might be a death trap when you need to move the President, VP, and Speaker out at the same time. Matt Tardio

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🚨BREAKING: Fed Chair Jerome Powell says there may NOT be an interest rate cut in December depending on how GOOD the economy is... "If there were a SIGNIFICANT change in the economy, one way or another, I think we would pick that up—So in terms of how it might affect December, it is really hard to say RIGHT NOW." Didn't the Economy just HIT all-time highs???

The Patriot Oasis™

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It isn't gameplay everyone is going to enjoy given what the fanbase is used to. However, I will always say that the combat itself is one of the best aspects of FFXVI besides its narrative. When you're not blinded by the fact that it isn't a command based RPG, it's clear how meticulously crafted the combat is to mess with like your own sandbox.

It isn't gameplay everyone is going to enjoy given what the fanbase is used to. However, I will always say that the combat itself is one of the best aspects of FFXVI besides its narrative. When you're not blinded by the fact that it isn't a command based RPG, it's clear how meticulously crafted the combat is to mess with like your own sandbox.

Limitless

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THERE IS NO PERFECT SITUATION We all want our kids to play for the best team, with the best coach, play a ton, and score a ton. That is not reality. There is no perfect situation. Especially when the players are younger, every situation can breed growth, no matter how good or bad it is.. it’s all dependent on how we react to it!!

THERE IS NO PERFECT SITUATION We all want our kids to play for the best team, with the best coach, play a ton, and score a ton. That is not reality. There is no perfect situation. Especially when the players are younger, every situation can breed growth, no matter how good or bad it is.. it’s all dependent on how we react to it!!

Steve Dagostino

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*filling in some blanks of the English translation based on the mandarin translation. “Our relationship is like tree that’s growing bigger and bigger. It feels like every branch that branches out turns into a force that shields and protects me. It’s something like this because we no longer let all those noisy outside voices to influence/waver us. We focus on each other, on who we are and how we interact/spend time with we’re together” //EngLot is on their healthiest era with each other and I can cry 🥹 #อิงล็อต #englot

*filling in some blanks of the English translation based on the mandarin translation. “Our relationship is like tree that’s growing bigger and bigger. It feels like every branch that branches out turns into a force that shields and protects me. It’s something like this because we no longer let all those noisy outside voices to influence/waver us. We focus on each other, on who we are and how we interact/spend time with we’re together” //EngLot is on their healthiest era with each other and I can cry 🥹 #อิงล็อต #englot

joe 🫧🫶🤏🤍

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The realization over the last two extensions has come home to roost. There is not going to be a purchase of TikTok with the Chinese algorithm. We know that we can't buy the algorithm so we're gonna have to rewrite this whole thing, but while we're doing that, we're gonna try and solve for all the litigation that social media gets all stemming from the fact that the platform owns the data and the customer doesn't. I think we're gonna have to fix that. So our proposal is to fix that and not use the Chinese algorithm. When you issue a chip, let's say you take an NVIDIA chip, that chip is a queen bee. It sits in the center of the hive and every programmer that uses that chip is the honeybee. It spends millions of hours training on that chip, learning that chip, writing code for that chip and developing AI for that chip. That's the honey. There's only gonna be two kinds of honey on Earth. American or Chinese. Now if you want the world to be running on Chinese honey, stop shipping American queen bee chips, and that is what is happening right now.

The realization over the last two extensions has come home to roost. There is not going to be a purchase of TikTok with the Chinese algorithm. We know that we can't buy the algorithm so we're gonna have to rewrite this whole thing, but while we're doing that, we're gonna try and solve for all the litigation that social media gets all stemming from the fact that the platform owns the data and the customer doesn't. I think we're gonna have to fix that. So our proposal is to fix that and not use the Chinese algorithm. When you issue a chip, let's say you take an NVIDIA chip, that chip is a queen bee. It sits in the center of the hive and every programmer that uses that chip is the honeybee. It spends millions of hours training on that chip, learning that chip, writing code for that chip and developing AI for that chip. That's the honey. There's only gonna be two kinds of honey on Earth. American or Chinese. Now if you want the world to be running on Chinese honey, stop shipping American queen bee chips, and that is what is happening right now.

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The new weather coverage works nicely on all tracks. Here is a montage of how it looks over time. It takes about 8-10 laps to form a dry line, the rest dries naturally, but it takes much more time. I also cranked up the resolution a bit so now it consumes a staggering 40-50Kb.

Marcell Baranyai

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"The last time in which we saw dissent on one side and dissent on the other, looks like it may be over 10 years ago. This is once in a blue moon territory telling us that we're in a funny world right now."

"The last time in which we saw dissent on one side and dissent on the other, looks like it may be over 10 years ago. This is once in a blue moon territory telling us that we're in a funny world right now."

Justin Wolfers

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I got a smart meter recently and saw you can download a HDF file with the data so I had the idea of writing a script that could parse that and show the data in a useful manner. However I discovered that someone has already done this and done a really good job on it. The video explains how it works. In simple terms it uses the ESB smart meter data and shows a breakdown of how much data you are using and when and also recommends plans and estimates what each one would cost based on the data. The tool is available at easier to read on Laptop or Tablet or then your phone to Landscape.

Carlow Weather

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Sarah Guo (Conviction) says founders fear the wrong thing, because a giant like Google only ever has one A-team and your product is its 27th priority. "One really important thing for founders to think about is, who are you really competing with? If you are competing with Google Search and Google Ads, you're competing with the A-team at Google. They're pretty good, right? They do know how to do that stuff... But the vast majority of products that any large incumbent has is not staffed by the A-team, because there's only one A-team, right? And so if your product is the 27th priority for Google, it's actually not that scary."

Sarah Guo (Conviction) says founders fear the wrong thing, because a giant like Google only ever has one A-team and your product is its 27th priority. "One really important thing for founders to think about is, who are you really competing with? If you are competing with Google Search and Google Ads, you're competing with the A-team at Google. They're pretty good, right? They do know how to do that stuff... But the vast majority of products that any large incumbent has is not staffed by the A-team, because there's only one A-team, right? And so if your product is the 27th priority for Google, it's actually not that scary."

Fireside Alpha

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Qullamaggie on How to Make 870% Returns In One Year “As a trader, if you wanna, if you want to make 800 per 870% return in one year, you can do it. There are two main ways to do it, okay? One is to go all in on your favorite stock or someone else’s favorite stock; the other is to use options with call options and hope the trade works out. Or, if you have an exploitable edge or several exploitable edges, you can aggressively exploit those edges. Those are the two ways of making returns like that. The problem is if you are in category 1, where you go all in one stock, on margin or options, you may be really lucky, right? You catch something big, the problem is you’re probably not gonna repeat it the next year or the year after or the year after that. While if you have an exploitable edge, you will exploit, you know. You can repeat it year after year after year until infinity. There is no upper limit; it all depends on you.”

Qullamaggie on How to Make 870% Returns In One Year “As a trader, if you wanna, if you want to make 800 per 870% return in one year, you can do it. There are two main ways to do it, okay? One is to go all in on your favorite stock or someone else’s favorite stock; the other is to use options with call options and hope the trade works out. Or, if you have an exploitable edge or several exploitable edges, you can aggressively exploit those edges. Those are the two ways of making returns like that. The problem is if you are in category 1, where you go all in one stock, on margin or options, you may be really lucky, right? You catch something big, the problem is you’re probably not gonna repeat it the next year or the year after or the year after that. While if you have an exploitable edge, you will exploit, you know. You can repeat it year after year after year until infinity. There is no upper limit; it all depends on you.”

Lone

75,591 Aufrufe • vor 6 Monaten

We gave AI autonomy over its own body. Left side: a standard wave animation. Every user sees the same thing. Right side: the AI decides how to wave. It controls each limb independently. If the companion is happy? The arc is bigger, slightly faster. Sad? The wave droops. Shy? Smaller, slower. Same gesture. Infinite expressions. The companion's mood, your conversation, the context of the moment, all shape how it physically moves in real time. Now consider this across every gesture, every behavior, every movement. This, all running on a system we built from scratch. At Kindred Labs we're crafting true digital life.

We gave AI autonomy over its own body. Left side: a standard wave animation. Every user sees the same thing. Right side: the AI decides how to wave. It controls each limb independently. If the companion is happy? The arc is bigger, slightly faster. Sad? The wave droops. Shy? Smaller, slower. Same gesture. Infinite expressions. The companion's mood, your conversation, the context of the moment, all shape how it physically moves in real time. Now consider this across every gesture, every behavior, every movement. This, all running on a system we built from scratch. At Kindred Labs we're crafting true digital life.

Max Giammario ∞ KIN

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This woman breaks down her decision to move from her current house into an apartment, showing exactly how it could save her around $400 a month right now. She walks through the side-by-side numbers and explains why it feels like a smart short-term win for her budget. The thing that she's not taking into account is that the landlord could raise her rent once her lease is up — especially if property taxes and insurance costs goes up — so that “savings” today could easily disappear (or even reverse) down the road. Would you make a move like this to save money each month, or would you rather stay put in the home you already have?

This woman breaks down her decision to move from her current house into an apartment, showing exactly how it could save her around $400 a month right now. She walks through the side-by-side numbers and explains why it feels like a smart short-term win for her budget. The thing that she's not taking into account is that the landlord could raise her rent once her lease is up — especially if property taxes and insurance costs goes up — so that “savings” today could easily disappear (or even reverse) down the road. Would you make a move like this to save money each month, or would you rather stay put in the home you already have?

End3of6Days9 (Helen) 🇺🇸

127,103 Aufrufe • vor 2 Monaten

As seen in my last video: I literally had to explain to the idiots in the community that “L2ing” is unfair and a use of an exploit. We can agree that an exploit is: when an action happens that isn’t supposed to happen…right? There are good exploits and there are bad ones…an example of a “good exploit” is 24s quickstop…you weren’t supposed to be able to do the move, but it helped set your feet fast and was NOT a broken move and was easily guardable. Now an exploit that is bad is the L2 cheese…it is quite literally broken and unguardable. I’m not supposed to be put in an animation where im 40ft from the defender because he is purposefully backing me down getting me stuck. I get told im “crying” everyday when in reality, all i complain about are things that truly need to be looked into. Shooting definitely isn’t good this year compared to 24s and years past. The dunk meter needs some work. And there are other things that could simply just be better. All i want is for the game to be great! It’s funny i wear this hoodie out of all of mine when addressing something like this😂🤦🏾‍♂️

As seen in my last video: I literally had to explain to the idiots in the community that “L2ing” is unfair and a use of an exploit. We can agree that an exploit is: when an action happens that isn’t supposed to happen…right? There are good exploits and there are bad ones…an example of a “good exploit” is 24s quickstop…you weren’t supposed to be able to do the move, but it helped set your feet fast and was NOT a broken move and was easily guardable. Now an exploit that is bad is the L2 cheese…it is quite literally broken and unguardable. I’m not supposed to be put in an animation where im 40ft from the defender because he is purposefully backing me down getting me stuck. I get told im “crying” everyday when in reality, all i complain about are things that truly need to be looked into. Shooting definitely isn’t good this year compared to 24s and years past. The dunk meter needs some work. And there are other things that could simply just be better. All i want is for the game to be great! It’s funny i wear this hoodie out of all of mine when addressing something like this😂🤦🏾‍♂️

GB3

30,394 Aufrufe • vor 1 Jahr

Some surprising footage has surfaced of Tiger Woods rehearsing an over-the-top move in his swing—yes, Tiger! It’s a reminder that even the greatest of all time knows the value of that classic, powerful motion. The truth is, many of the champions of the past—Hogan, Snead, Nelson—used a deep, inside takeaway and a slight over-the-top move to deliver the club with precision and force. It’s a move that stands the test of time. Want to learn how to harness this move in your own swing? You can get my Classic OTT Golf Swing program in the link in my bio and start building the motion the legends used. 💥🏌🏻‍♂️ #ClassicSwing #OTTswing #TigerWoods #GolfTips

Some surprising footage has surfaced of Tiger Woods rehearsing an over-the-top move in his swing—yes, Tiger! It’s a reminder that even the greatest of all time knows the value of that classic, powerful motion. The truth is, many of the champions of the past—Hogan, Snead, Nelson—used a deep, inside takeaway and a slight over-the-top move to deliver the club with precision and force. It’s a move that stands the test of time. Want to learn how to harness this move in your own swing? You can get my Classic OTT Golf Swing program in the link in my bio and start building the motion the legends used. 💥🏌🏻‍♂️ #ClassicSwing #OTTswing #TigerWoods #GolfTips

Classic Golf Swing

846,424 Aufrufe • vor 11 Monaten

Mamdani: The rental ripoff hearings were critical in both underscoring the urgency of this work—we all understand this and yet in New York City the longer you deal with the problem that remains unsolved the more intellectual it starts to feel. It is as if it is a part of life. But when you sit across the table from a tenant who shows you a video of a mother with a young child who is disabled and how that mother has to carry that child in her bare hands every day from the school bus up the steps of the apartment building because that elevator is broken, you leave that room with an understanding of how they need to move to follow-up up on code violations.

Mamdani: The rental ripoff hearings were critical in both underscoring the urgency of this work—we all understand this and yet in New York City the longer you deal with the problem that remains unsolved the more intellectual it starts to feel. It is as if it is a part of life. But when you sit across the table from a tenant who shows you a video of a mother with a young child who is disabled and how that mother has to carry that child in her bare hands every day from the school bus up the steps of the apartment building because that elevator is broken, you leave that room with an understanding of how they need to move to follow-up up on code violations.

Acyn

20,755 Aufrufe • vor 1 Monat

Journalist Caolan Robertson from Kyiv: "Midnight on New Year's Eve here in Ukraine, the start of 2026. Complete silence, no crowds, no fireworks, there's no cheering. Every other capital in the world right now is exploding with sounds, with light, and here it's silence. So when your city lights up tonight, remember that Ukraine has to stay dark, and remember that this is not normal, and this should never be accepted as normal. So wherever you are in the world right now, think of Ukraine, and think of the fact that this is the only capital of any country in the world right now that looks like this. And most of all, remember who caused it." - Caolan

Journalist Caolan Robertson from Kyiv: "Midnight on New Year's Eve here in Ukraine, the start of 2026. Complete silence, no crowds, no fireworks, there's no cheering. Every other capital in the world right now is exploding with sounds, with light, and here it's silence. So when your city lights up tonight, remember that Ukraine has to stay dark, and remember that this is not normal, and this should never be accepted as normal. So wherever you are in the world right now, think of Ukraine, and think of the fact that this is the only capital of any country in the world right now that looks like this. And most of all, remember who caused it." - Caolan

Anton Gerashchenko

93,517 Aufrufe • vor 6 Monaten