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Artificial Organisms. 2021. An algorithmic study of behavioral patterns. By translating fauna into digital environments, I discovered a lot of similarities between simulated motion and organic life. Working with complex simulations feels like deciphering the source code of nature.

57,740 просмотров • 7 месяцев назад •via X (Twitter)

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Introducing ASAL: Automating the Search for Artificial Life with Foundation Models Artificial Life (ALife) research holds key insights that can transform and accelerate progress in AI. By speeding up ALife discovery with AI, we accelerate our understanding of emergence, evolution, and intelligence–core principles that can inspire the next generation of AI systems! We proudly collaborated with MIT, OpenAI, Swiss AI Lab IDSIA, and Ken Stanley on this exciting project. Full Paper (Website): Full Paper (arxiv): Code: In this work, we propose a new algorithm called Automated Search for Artificial Life (“ASAL”) to automate the discovery of artificial life using vision-language foundation models. Instead of tediously hand-designing every tiny rule of an Alife simulation, simply describe the space of simulations to search over, and ASAL will automatically discover the most interesting and open-ended artificial lifeforms! Because of the generality of foundation models, ASAL can discover new lifeforms across a diverse range of seminal ALife simulations, including Boids, Particle Life, Game of Life, Lenia, and Neural Cellular Automata. ASAL even discovered novel cellular automata rules that are more open-ended and expressive than the original Conway’s Game of Life. We believe this new paradigm may reignite ALife research by overcoming the bottleneck of manually designed simulations, thus advancing beyond the limits of human ingenuity.

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🚨 WHAT IF Your Entire Life… Is Just Code? In 2003, philosopher Nick Bostrom published a paper with a question so unsettling that it still echoes through science and philosophy today: What if our entire universe is actually a computer simulation? At first it sounds like science fiction. But the idea is surprisingly logical when you think about the direction technology is heading. Look at how far we have already come. Just a few decades ago, computers could barely display simple graphics. Today, video games create entire worlds filled with cities, forests, weather, and characters that react to our actions. Virtual reality can make our brains feel as if we are standing somewhere else entirely. Now imagine technology thousands—or even millions—of years in the future. A civilization that advanced might possess computers powerful enough to simulate entire planets… entire histories… even entire universes. Inside those simulations could exist conscious beings who believe their world is real. Beings just like us. Bostrom suggested something called “ancestor simulations.” The idea is simple but chilling. Advanced civilizations might run simulations of their past to study history or understand how their species evolved. These simulations would contain billions of simulated people living normal lives, completely unaware that their reality is artificial. If a single advanced civilization created thousands or millions of such simulations, then the number of simulated minds would become vastly greater than the number of real biological minds. And this leads to a disturbing possibility! Statistically speaking, a randomly existing mind would be far more likely to be inside a simulation than in the original reality. In other words… the odds might not be in our favor. Think about your daily life for a moment. The sky above you, the ground beneath your feet, every star in the night sky, every memory you have ever experienced—what if all of it is simply information being pro 🚨 What If Your Entire Life… Is Just Code? In 2003, philosopher Nick Bostrom published a paper with a question so unsettling that it still echoes through science and philosophy today: What if our entire universe is actually a computer simulation? At first it sounds like science fiction. But the idea is surprisingly logical when you think about the direction technology is heading. Look at how far we have already come. Just a few decades ago, computers could barely display simple graphics. Today, video games create entire worlds filled with cities, forests, weather, and characters that react to our actions. Virtual reality can make our brains feel as if we are standing somewhere else entirely. Now imagine technology thousands—or even millions—of years in the future. A civilization that advanced might possess computers powerful enough to simulate entire planets… entire histories… even entire universes. Inside those simulations could exist conscious beings who believe their world is real. Beings just like us. Bostrom suggested something called “ancestor simulations.” The idea is simple but chilling. Advanced civilizations might run simulations of their past to study history or understand how their species evolved. These simulations would contain billions of simulated people living normal lives, completely unaware that their reality is artificial. If a single advanced civilization created thousands or millions of such simulations, then the number of simulated minds would become vastly greater than the number of real biological minds.

𝚃𝙷𝙴 𝚆𝙷𝙸𝚃𝙴 𝚁𝙰𝙱𝙱𝙸𝚃

11,833 просмотров • 2 месяцев назад