Sergio Gevatschnaider
@sergiosear.bsky.social
I am passionate about literature and reading, enjoying novels, short stories, and a variety of topics such as ethics, economics, and emerging technologies.
I love exploring how new technologies amplify knowledge and connect ideas.
I love exploring how new technologies amplify knowledge and connect ideas.
Fractals that grow like trees, and trees that reveal infinite patterns.
An interactive simulation where every adjustment reshapes the forest’s aesthetic.
Nature generated by code, beauty born from simple rules.
🌲
Explore it here:
medium.com/@sergiosear/...
An interactive simulation where every adjustment reshapes the forest’s aesthetic.
Nature generated by code, beauty born from simple rules.
🌲
Explore it here:
medium.com/@sergiosear/...
July 14, 2025 at 9:15 PM
Fractals that grow like trees, and trees that reveal infinite patterns.
An interactive simulation where every adjustment reshapes the forest’s aesthetic.
Nature generated by code, beauty born from simple rules.
🌲
Explore it here:
medium.com/@sergiosear/...
An interactive simulation where every adjustment reshapes the forest’s aesthetic.
Nature generated by code, beauty born from simple rules.
🌲
Explore it here:
medium.com/@sergiosear/...
💀➡️😂
This advanced simulation explores how the 💀 emoji shifted from meaning "death" to expressing "laughter" in Gen Z digital culture.
Using force-directed networks and agent-based modeling, it simulates semantic drift as a collective gesture.
This advanced simulation explores how the 💀 emoji shifted from meaning "death" to expressing "laughter" in Gen Z digital culture.
Using force-directed networks and agent-based modeling, it simulates semantic drift as a collective gesture.
July 9, 2025 at 11:38 AM
💀➡️😂
This advanced simulation explores how the 💀 emoji shifted from meaning "death" to expressing "laughter" in Gen Z digital culture.
Using force-directed networks and agent-based modeling, it simulates semantic drift as a collective gesture.
This advanced simulation explores how the 💀 emoji shifted from meaning "death" to expressing "laughter" in Gen Z digital culture.
Using force-directed networks and agent-based modeling, it simulates semantic drift as a collective gesture.
Can complexity emerge from simple rules and no hierarchy? What if space itself had no edges?
In class, we explore decentralized systems using toroidal cellular automata—where gliders, entropy, and structure arise from local rules.
📘 Just published this deep dive:
🔗 medium.com/@sergiosear/...
In class, we explore decentralized systems using toroidal cellular automata—where gliders, entropy, and structure arise from local rules.
📘 Just published this deep dive:
🔗 medium.com/@sergiosear/...
July 2, 2025 at 3:43 PM
Can complexity emerge from simple rules and no hierarchy? What if space itself had no edges?
In class, we explore decentralized systems using toroidal cellular automata—where gliders, entropy, and structure arise from local rules.
📘 Just published this deep dive:
🔗 medium.com/@sergiosear/...
In class, we explore decentralized systems using toroidal cellular automata—where gliders, entropy, and structure arise from local rules.
📘 Just published this deep dive:
🔗 medium.com/@sergiosear/...
In network science, not everything looks like nodes and links. Sometimes, dynamics emerge from structure and local rules.
This hex grid shows a signal spreading: each cell turns red only if 2+ neighbors already are. No path was predefined—patterns emerge on their own.
Topology matters.
This hex grid shows a signal spreading: each cell turns red only if 2+ neighbors already are. No path was predefined—patterns emerge on their own.
Topology matters.
May 8, 2025 at 8:03 PM
In network science, not everything looks like nodes and links. Sometimes, dynamics emerge from structure and local rules.
This hex grid shows a signal spreading: each cell turns red only if 2+ neighbors already are. No path was predefined—patterns emerge on their own.
Topology matters.
This hex grid shows a signal spreading: each cell turns red only if 2+ neighbors already are. No path was predefined—patterns emerge on their own.
Topology matters.
Polanyi's Paradox: We know more than we can tell, limiting automation. But what if tech interacts with the real world, turning tacit knowledge explicit? Inspired by Asimov's "Feminine Intuition," we built a model (T,J,θ) exploring this!
Read how: economiayetica.blogspot.com/2025/04/tecn...
Read how: economiayetica.blogspot.com/2025/04/tecn...
April 28, 2025 at 7:27 PM
Polanyi's Paradox: We know more than we can tell, limiting automation. But what if tech interacts with the real world, turning tacit knowledge explicit? Inspired by Asimov's "Feminine Intuition," we built a model (T,J,θ) exploring this!
Read how: economiayetica.blogspot.com/2025/04/tecn...
Read how: economiayetica.blogspot.com/2025/04/tecn...
Polanyi's Paradox: We know more than we can tell, limiting automation. But what if tech interacts with the real world, turning tacit knowledge explicit? Inspired by Asimov's "Feminine Intuition," we built a model (T,J,θ) exploring this!
Read how:
#PolanyiParadox #Asimov #AI #FutureOfWork
Read how:
#PolanyiParadox #Asimov #AI #FutureOfWork
April 28, 2025 at 7:24 PM
Polanyi's Paradox: We know more than we can tell, limiting automation. But what if tech interacts with the real world, turning tacit knowledge explicit? Inspired by Asimov's "Feminine Intuition," we built a model (T,J,θ) exploring this!
Read how:
#PolanyiParadox #Asimov #AI #FutureOfWork
Read how:
#PolanyiParadox #Asimov #AI #FutureOfWork
In my Big Data and Graph Theory classes, I tell students: graphs aren't just analyzed,they're read.
This visualization pairs a 3-regular graph with its eigenvalue spectrum.
I explore why this matters for data and scaling in the latest blog post:
🔗 economiayetica.blogspot.com/2025/04/desd...
This visualization pairs a 3-regular graph with its eigenvalue spectrum.
I explore why this matters for data and scaling in the latest blog post:
🔗 economiayetica.blogspot.com/2025/04/desd...
April 22, 2025 at 7:59 PM
In my Big Data and Graph Theory classes, I tell students: graphs aren't just analyzed,they're read.
This visualization pairs a 3-regular graph with its eigenvalue spectrum.
I explore why this matters for data and scaling in the latest blog post:
🔗 economiayetica.blogspot.com/2025/04/desd...
This visualization pairs a 3-regular graph with its eigenvalue spectrum.
I explore why this matters for data and scaling in the latest blog post:
🔗 economiayetica.blogspot.com/2025/04/desd...
Was Trump winging it or playing 4D chess?
This breakdown shows how “irrational” moves were actually textbook strategy.
Tariffs as threats. Chaos as leverage. Power, redefined.
Key ideas:
Strategic games (not vibes)
Credible commitment
Read it here:
economiayetica.blogspot.com/2025/04/trum...
This breakdown shows how “irrational” moves were actually textbook strategy.
Tariffs as threats. Chaos as leverage. Power, redefined.
Key ideas:
Strategic games (not vibes)
Credible commitment
Read it here:
economiayetica.blogspot.com/2025/04/trum...
April 7, 2025 at 6:32 PM
Was Trump winging it or playing 4D chess?
This breakdown shows how “irrational” moves were actually textbook strategy.
Tariffs as threats. Chaos as leverage. Power, redefined.
Key ideas:
Strategic games (not vibes)
Credible commitment
Read it here:
economiayetica.blogspot.com/2025/04/trum...
This breakdown shows how “irrational” moves were actually textbook strategy.
Tariffs as threats. Chaos as leverage. Power, redefined.
Key ideas:
Strategic games (not vibes)
Credible commitment
Read it here:
economiayetica.blogspot.com/2025/04/trum...
How do Language Models (LLMs) really "think"? Beyond just predicting the next word, we explore their internal reasoning using attribution graphs. A look inside the "mind" of AI in my latest post. #AI #Interpretability #Graph
Read more here:
economiayetica.blogspot.com/2025/04/pens...
Read more here:
economiayetica.blogspot.com/2025/04/pens...
April 3, 2025 at 6:15 PM
How do Language Models (LLMs) really "think"? Beyond just predicting the next word, we explore their internal reasoning using attribution graphs. A look inside the "mind" of AI in my latest post. #AI #Interpretability #Graph
Read more here:
economiayetica.blogspot.com/2025/04/pens...
Read more here:
economiayetica.blogspot.com/2025/04/pens...
How does China reshape the international system without direct confrontation? Exploring the concepts of Shì (势) and Wu Wei (无为) the power of strategic positioning and 'not acting'. Dive deeper:
#ForeignPolicy #ChinaStrategy #LaoTzu #SunTzu
economiayetica.blogspot.com/2025/03/el-a...
#ForeignPolicy #ChinaStrategy #LaoTzu #SunTzu
economiayetica.blogspot.com/2025/03/el-a...
March 31, 2025 at 2:05 PM
How does China reshape the international system without direct confrontation? Exploring the concepts of Shì (势) and Wu Wei (无为) the power of strategic positioning and 'not acting'. Dive deeper:
#ForeignPolicy #ChinaStrategy #LaoTzu #SunTzu
economiayetica.blogspot.com/2025/03/el-a...
#ForeignPolicy #ChinaStrategy #LaoTzu #SunTzu
economiayetica.blogspot.com/2025/03/el-a...
The Car as Code: China, AI, and the New Architecture of Automotive Power
The car of the future is not an object — it is a platform.
This essay explores why 21st-century automotive power is written in code — and in Mandarin.
Read the full article here: economiayetica.blogspot.com/2025/03/el-a...
The car of the future is not an object — it is a platform.
This essay explores why 21st-century automotive power is written in code — and in Mandarin.
Read the full article here: economiayetica.blogspot.com/2025/03/el-a...
March 24, 2025 at 3:11 PM
The Car as Code: China, AI, and the New Architecture of Automotive Power
The car of the future is not an object — it is a platform.
This essay explores why 21st-century automotive power is written in code — and in Mandarin.
Read the full article here: economiayetica.blogspot.com/2025/03/el-a...
The car of the future is not an object — it is a platform.
This essay explores why 21st-century automotive power is written in code — and in Mandarin.
Read the full article here: economiayetica.blogspot.com/2025/03/el-a...
If you learn Klingon or High Valyrian, your brain processes them just like English or Spanish. MIT researchers used fMRI to show that constructed languages (conlangs) activate the same neural networks as natural languages—challenging what it means for a language to be "real."
March 20, 2025 at 2:28 PM
If you learn Klingon or High Valyrian, your brain processes them just like English or Spanish. MIT researchers used fMRI to show that constructed languages (conlangs) activate the same neural networks as natural languages—challenging what it means for a language to be "real."
Differentiable Cellular Automata (DCA), inspired by Conway’s Game of Life, are revolutionizing computation. From self-healing AI and biological simulations to blockchain and fault-tolerant distributed systems, More at open.substack.com/pub/sergioge...
March 12, 2025 at 6:29 PM
Differentiable Cellular Automata (DCA), inspired by Conway’s Game of Life, are revolutionizing computation. From self-healing AI and biological simulations to blockchain and fault-tolerant distributed systems, More at open.substack.com/pub/sergioge...
AI’s greatest strength may also be its downfall. As models train on their own outputs, they risk #modelcollapse—losing diversity, becoming biased, and concentrating power in big tech. Can blockchain and open-source AI save the future of intelligence?
Read more: open.substack.com/pub/sergioge...
Read more: open.substack.com/pub/sergioge...
March 10, 2025 at 3:54 PM
AI’s greatest strength may also be its downfall. As models train on their own outputs, they risk #modelcollapse—losing diversity, becoming biased, and concentrating power in big tech. Can blockchain and open-source AI save the future of intelligence?
Read more: open.substack.com/pub/sergioge...
Read more: open.substack.com/pub/sergioge...
#TikTok’s recommendation algorithm is powered by Graph Neural Networks (GNN), predicting content based on user interactions. By analyzing patterns, it delivers highly personalized videos in real time. How does it work? Learn more here: [🔗](sgevatschnaider.github.io/GraphAI-Data...)
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March 6, 2025 at 3:08 PM
#TikTok’s recommendation algorithm is powered by Graph Neural Networks (GNN), predicting content based on user interactions. By analyzing patterns, it delivers highly personalized videos in real time. How does it work? Learn more here: [🔗](sgevatschnaider.github.io/GraphAI-Data...)
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Language isn’t a list of words. it’s a network of meanings.
Mandarin Chinese, with its sinograms and classifiers, mirrors the brain’s structure: words are nodes.
Can we model this with graph theory?
full analysis on Substack
open.substack.com/pub/sergioge...
#LinguisticNetworks
Mandarin Chinese, with its sinograms and classifiers, mirrors the brain’s structure: words are nodes.
Can we model this with graph theory?
full analysis on Substack
open.substack.com/pub/sergioge...
#LinguisticNetworks
February 28, 2025 at 1:16 PM
Language isn’t a list of words. it’s a network of meanings.
Mandarin Chinese, with its sinograms and classifiers, mirrors the brain’s structure: words are nodes.
Can we model this with graph theory?
full analysis on Substack
open.substack.com/pub/sergioge...
#LinguisticNetworks
Mandarin Chinese, with its sinograms and classifiers, mirrors the brain’s structure: words are nodes.
Can we model this with graph theory?
full analysis on Substack
open.substack.com/pub/sergioge...
#LinguisticNetworks
Can AI generate scientific hypotheses? The AI Co-Scientist model by Google Research and DeepMind organizes multi-agent systems to accelerate discovery. Using graph theory, we explore its structure and how it optimizes research Read more: open.substack.com/pub/sergioge...
#AIresearch
#AIresearch
February 24, 2025 at 1:24 PM
Can AI generate scientific hypotheses? The AI Co-Scientist model by Google Research and DeepMind organizes multi-agent systems to accelerate discovery. Using graph theory, we explore its structure and how it optimizes research Read more: open.substack.com/pub/sergioge...
#AIresearch
#AIresearch
An AI first trained in Pac-Man learns better when complexity is added gradually. That’s the Indoor-Training Effect (ITE). Its applications go beyond games Full post + paper link on my Substack open.substack.com/pub/sergioge.... #AITraining
February 20, 2025 at 12:51 PM
An AI first trained in Pac-Man learns better when complexity is added gradually. That’s the Indoor-Training Effect (ITE). Its applications go beyond games Full post + paper link on my Substack open.substack.com/pub/sergioge.... #AITraining
Memecoins are more than just #cryptocurrencies; they're a cultural phenomenon driven by social media hype. Unlike Bitcoin or Ethereum, they have no real utility—just speculation and virality. Read more: open.substack.com/pub/sergioge...
February 17, 2025 at 12:46 PM
Memecoins are more than just #cryptocurrencies; they're a cultural phenomenon driven by social media hype. Unlike Bitcoin or Ethereum, they have no real utility—just speculation and virality. Read more: open.substack.com/pub/sergioge...
In a world of financial uncertainty and tech evolution, could #Bitcoin become a central bank reserve asset?
This article explores the potential role of BTC in economic stability, diversification, and financial resilience. Read more here:
economiayetica.blogspot.com/2025/02/bitc...
This article explores the potential role of BTC in economic stability, diversification, and financial resilience. Read more here:
economiayetica.blogspot.com/2025/02/bitc...
February 10, 2025 at 1:44 PM
In a world of financial uncertainty and tech evolution, could #Bitcoin become a central bank reserve asset?
This article explores the potential role of BTC in economic stability, diversification, and financial resilience. Read more here:
economiayetica.blogspot.com/2025/02/bitc...
This article explores the potential role of BTC in economic stability, diversification, and financial resilience. Read more here:
economiayetica.blogspot.com/2025/02/bitc...
Qwen 2.5-Max de Alibaba demuestra la flexibilidad de las arquitecturas neuronales, comparando modelos densos vs. MoE. La imagen generada por Qwen 2.5 ilustra el papel de la teoría de grafos en la escalabilidad y eficiencia de la IA. Más en GitHub: [🔗 https://sgevatschnaider.github.io] #GitHubAI
February 4, 2025 at 7:31 PM
Qwen 2.5-Max de Alibaba demuestra la flexibilidad de las arquitecturas neuronales, comparando modelos densos vs. MoE. La imagen generada por Qwen 2.5 ilustra el papel de la teoría de grafos en la escalabilidad y eficiencia de la IA. Más en GitHub: [🔗 https://sgevatschnaider.github.io] #GitHubAI
Alibaba's Qwen 2.5-Max showcases the adaptability of neural architectures, contrasting dense vs. MoE models. The imagen, generated by Qwen 2.5 visualizes graph theory’s role in AI scalability & efficiency. Explore more on GitHub: [🔗 sgevatschnaider.github.io/Qwen-2-5] #GitHubAI
February 4, 2025 at 12:53 PM
Alibaba's Qwen 2.5-Max showcases the adaptability of neural architectures, contrasting dense vs. MoE models. The imagen, generated by Qwen 2.5 visualizes graph theory’s role in AI scalability & efficiency. Explore more on GitHub: [🔗 sgevatschnaider.github.io/Qwen-2-5] #GitHubAI
DeepSeek lanza #JanusPro, un nuevo modelo de IA multimodal que supera a rivales como Stable Diffusion XL y DALL-E 3. Destaca por su mayor coherencia en la generación de texto e imágenes. Lo probé en Hugging Face—mira los resultados aquí: economiayetica.blogspot.com/2025/01/janu...
January 29, 2025 at 11:14 AM
DeepSeek lanza #JanusPro, un nuevo modelo de IA multimodal que supera a rivales como Stable Diffusion XL y DALL-E 3. Destaca por su mayor coherencia en la generación de texto e imágenes. Lo probé en Hugging Face—mira los resultados aquí: economiayetica.blogspot.com/2025/01/janu...
DeepSeek introduces #JanusPro, a new multimodal AI model that outperforms rivals like Stable Diffusion XL and DALL-E 3. It delivers superior coherence in text-to-image generation. I tested it on Hugging Face—check out the results here: economiayetica.blogspot.com/2025/01/janu...
January 29, 2025 at 11:12 AM
DeepSeek introduces #JanusPro, a new multimodal AI model that outperforms rivals like Stable Diffusion XL and DALL-E 3. It delivers superior coherence in text-to-image generation. I tested it on Hugging Face—check out the results here: economiayetica.blogspot.com/2025/01/janu...
✨ New Blog Alert! 🧧 Ever wondered how ancient traditions tell the time? My latest article dives into the mesmerizing world of incense clocks
🔥 Blog link: economiayetica.blogspot.com/2025/01/the-...
Drop by, read, and let’s chat about how culture shapes the way we see time! 🕰️
January 26, 2025 at 5:21 PM
✨ New Blog Alert! 🧧 Ever wondered how ancient traditions tell the time? My latest article dives into the mesmerizing world of incense clocks
🔥 Blog link: economiayetica.blogspot.com/2025/01/the-...
Drop by, read, and let’s chat about how culture shapes the way we see time! 🕰️