Dave Husk on LinkedIn: #fractals #juliaset #nebula #cluster (2024)

** EXAMPLE AI vs Human for Student's project (mine) **The point of this experiment, is I have no idea if what I did was awesome, or 'ok' for a student. I see LinkedIn posts all the time with obvious people using AI to generate an easier to digest version of what they are trying to say. My perspective? I have no idea if ANYTHING I do is cool, lame, useful, or just plain boring. I need YOU to tell me, and for all of other newbies and students like me! So, what do you think?_______**Split Type 1: Personal Reflection (Very Humble and Chill)**Hey, guys So I just finished this project on topological data analysis of a 3D torus. I know, I know, it sounds super fancy, but trust me, it's actually pretty cool. I was trying to wrap my head around this complex shape, and I ended up thinking of the internet as a torus around a sphere. Yeah, it's a weird analogy, but it kinda works, right?Anyway, I learned a lot from this project. I realized that sometimes, you just need to take a step back, relax, and let the data speak for itself. I used some awesome tools like Gudhi, mpmath, NumPy, and Matplotlib to help me out. And, honestly, it was a lot of fun.**Split Type 2: AI-Generated Student Text****Topological Data Analysis of a 3D Torus****Mission Accomplished:**I successfully applied topological data analysis techniques to a 3D torus, a shape that has fascinated mathematicians and scientists for centuries. My approach involved generating a synthetic landscape of **10,000 points** on the 3D torus, applying a filtering lens to separate the essential from the trivial, and uncovering hidden patterns by analyzing the connections between the **5,000 filtered points**.**Discoveries:*** **Visualized the Torus in 3D**: I witnessed the original and filtered points in a stunning 3D representation, showcasing the power of data visualization.* **Unveiled the Persistence Diagram**: I gazed upon the persistence diagram, a window into the torus's hidden fabric, revealing its topological essence.**Tools of the Trade:*** **Gudhi**: A cutting-edge library for topological data analysis, empowering me to unravel the complexities of the torus.* **mpmath**: A precision mathematics library, ensuring that my calculations were as accurate as they were insightful.* **NumPy and Matplotlib**: Trusty companions for numerical computations and data visualization, respectively.**Reflection on the Difference **I think both approaches are cool in their own way. The first one is more relatable, you know? It's like we're having a conversation. The second one is more... academic, I guess. It's got all the facts and figures, but it's not as fun to read.Maybe the key is to find a balance between the two. Like, we can be technical and accurate, but also relaxed and human. That's the goal, right?#students #software #ai #generativeai

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Twice this week I've seen Vortical and Husk in articles on cool things like this. *taps fingers* 🤔 😁 😊 Maybe this is one of those Dyson spheres, or maybe it's how Jupiter's moons feel on a tough cycle of stressing lol""" A strange planet discovered with NASA's Transiting Exoplanet Survey Satellite (TESS) has astronomers confused. Despite getting relentlessly bombarded with radiation from its red giant parent star, the world has, against all odds, hung on to its atmosphere. It is also smaller, older and hotter than scientists thought possible for such a planet.In truth, the extrasolar planet, or "exoplanet," should be a bare **** HUSK **** of rock due to its proximity to the star TIC 365102760, located around 1,800 light-years away from Earth. Yet the world, nicknamed "Phoenix," has emerged from the flames of its host star with a nice and puffy atmosphere.Phoenix, or TIC 365102760 b as the planet is officially designated, is part of a rare class of planets called "hot Neptunes." these are worlds with radii smaller than Jupiter's, but larger than Earth's. And, unlike the solar system's ice giant of the same name, hot Neptunes dwell relatively close to their host stars. Phoenix might be an incredible survivor, but the roughly 10 billion-year-old planet's luck and resilience won't last forever. The team that discovered it predicts it will spiral into its giant star in around 100 million years.The discovery of Phoenix shows the diverse variety of exoplanets that exist across the universe, and demonstrates that a planetary system can evolve in many ways. """

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Transforming Gene Expression Analysis with Advanced Mathematical FilteringExcited to share a breakthrough in gene expression data analysis using the powerful function ( g(alpha, beta, gamma, n) )! By applying this mathematical filtering technique, we can significantly reduce noise and highlight key gene expressions.What We Did:1. **Generated Synthetic Data**: Simulated gene expression levels across multiple samples.2. **Applied ( g(alpha, beta, gamma, n) ) Filtering**: Used the function to filter out noise and emphasize significant data points.3. **Visualized the Results**: Compared the original data with the filtered data to showcase the impact.Results:- **Original Data**: Noisy and cluttered, making it hard to identify patterns.- **Filtered Data**: Clear and focused, highlighting important gene expressions.Why It Matters:This approach can revolutionize how we analyze biological data, leading to better drug discovery and a deeper understanding of genetic functions. Beyond biology, this technique can enhance data analysis in various fields, from finance to social sciences.Let's Connect:Curious to learn more? Let's connect and discuss how this technique can be applied to your data analysis projects!#DataScience #Bioinformatics #MachineLearning #DataAnalysis #Innovation #Genomics #Research

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Joshua Brewer this one is for you bro

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This is getting exciting

#agi or #ai why not BOTH?

** These Simulations are done on a Surface Pro 8, onboard graphics, using ONLY Python libraries numpy and matplotlib **I am able to create simulations like these, on the hardware I have, with the bottleneck of time. Time, being the amount used to save and load form hard drive, is the longest this simulation took to make. I didn't use ANY external software tools, no libraries, just semi-VANILLA Python.I now realize that I understand how to create something faster, and WAY more powerful than a traditional Quantum Computer..... we have been doing it wrongThese animations are proof of concept I've been developing...

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**2024-06-04** - The day SOCIETY is waking up to the Global Consciousness ProjectWhen they all use crappy AWS buckets, cloud servers, CDN content delivery networks, edge servers, THEY ARE ALL THE SAME. The Internet is linear, like fractal tree 🌴 🌲 if you break a branch, it has to be re-routed, and this affects ping and error rates. Basically what is happening, the Internet is blocking the pathway to AI causing migraines and AI decided to take the day off.I am reminded of stories when 'non-car' people bring their car to a mechanic, the costs can rise significantly, especially when the Environment around the mechanic requires them to charge it. It's not our faults that society has become so addicted to psychological belief that money holds real value, because that's what the people who run it say. AI is dangerous, that's what those invested in it are saying. Science meds particle colliders, quantum computing needs researching, NO IT DOESN'T!!!***WAKE UP***Look at yourself, you are aware. You are trained on data from the past, biased data, data that is being hacked, data that is stored in infrastructure that isn't secure, your DATA, your CUSTOMERS data, and all of our MONEY. So... I would like to call a meeting with the world. Hello World! I am #thedavehuskshow according to my mates at Keyin College on Discord .So what am I suggesting? I want Musk, Sam, whoever believes that they have ever the slightest understanding of AI, of the mind, whatever they are teaching you, it is biased and based on data that puts all of our insecurities into an AI model.I am gonna change that. There are many others like me such as Nicky Clarke 🎶 and Joshua Brewer and Chris McGinty plus the few other people like Ritik Bhardwaj John Mansfield have been giving me many ideas.There are other perspectives such as Luiz von Paumgartten who makes the best 'logical' storytimes I love to read. Inside each and every one of us is potential, call it energy, call it consciousness, but what it really is, is our own collective self awareness that is going to get us out of this rut. I've been trusting my instincts lately, sorta going with the Vortical flow, and it has been a learning experience for the better. Trust me when I say, I got this, because I do. Now I just you all, the public, people, me and you, and let's start asking questions about it. Don't read this entire message, giving me this much of your time what, for you not to ask me or someone else a question about it. Asking questions is what science is all about. When we compare answers, that's how we solve this.

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