by Scott Howard Swain | Jan 28, 2026 | AGI, AI, All Articles, Business, Corruption, LLM, Machine Learning, ML, Politics |
Short answer: “No. I believe all the primary/foundation models are pretty similar in their ‘intelligence’ level.” Explanation: Models I use: GPT 5.2, Sonnet 4.5, and Gemini 3 Pro and Flash in my “AgentAutoFlow” framework that runs...
by Scott Howard Swain | Dec 29, 2025 | AGI, AI, All Articles, Business, Corruption, LLM, Machine Learning, ML, Politics |
For nearly a decade, the “Attention Is All You Need” paper defined the laws of artificial intelligence. The Transformer architecture was the hammer, and every problem was a nail. But as we close out 2025, the era of “peak Transformer” is behind us. We are no longer...
by Scott Howard Swain | Dec 29, 2025 | AGI, AI, All Articles, Business, Corruption, LLM, Machine Learning, ML, Politics |
Rarely do I see people talking about exponential growth of AI capability and few about any kind of growth. Too many seem to base their predictions on current state of the art with barely a hat tip to the increase in capability we’ve seen in just the past 2...
by Scott Howard Swain | Dec 28, 2025 | AGI, AI, All Articles, Business, Corruption, LLM, Machine Learning, ML, Politics |
For nearly a decade, the “Attention Is All You Need” paper defined the laws of artificial intelligence. The Transformer architecture was the hammer, and every problem was a nail. But as we close out 2025, the era of “peak Transformer” is behind...
by Scott Howard Swain | Oct 7, 2025 | AGI, AI, All Articles, Business, Economics, Liberty, LLM, Machine Learning, ML, Politics, Voluntaryism |
Let’s talk about AI trainers “stealing” people’s data or creations. If your child sits in front of YouTube learning how to pair photons using Swain’s Wobulation Theorem, invents wormholes, and goes on to get mega rich by commercializing...
by Scott Howard Swain | Apr 6, 2025 | AGI, AI, All Articles, Business, Corruption, LLM, Machine Learning, ML, Politics |
What are some other AI models (post LLM, not using LLM methods) that go beyond the current high-end LLMs and LLMs on the near horizon but are not proven to work yet? Several experimental AI architectures and paradigms push beyond current post-LLM models but remain...
by Scott Howard Swain | Apr 2, 2025 | AGI, AI, All Articles, Business, Corruption, LLM, Machine Learning, ML, Politics |
Why is OpenAI a potential problem and what can us puny mortals do to contribute to a solution? OpenAI’s “Chat GPT” has become the most well known of Large Language Models (LLMs). By the way, it isn’t the best. I have a beef or two with OpenAI....
by Scott Howard Swain | Mar 24, 2025 | All Articles, Culture, Liberty, Politics, Practical Empathy Book, Socialism, Voluntaryism, War |
Originally written 2016. Updated. We have all heard American Republicans and Democrats speak of each other with rancor. It is especially tragic when we realize both “sides” want the same things; fairness, peace, health, prosperity, a strong WiFi signal,...
by Scott Howard Swain | Mar 21, 2025 | All Articles, Humor, Life, Politics, Voluntaryism |
Written March 2025. It would be exciting to find out all the funky flying, crashes, and anal probing by species far beyond us were just drunk driving homos, so advanced that we can not and should not question their existence and should have faith, for the faithful...
by Scott Howard Swain | Mar 9, 2025 | All Articles, Economics, Liberty, Politics, Socialism, Voluntaryism |
Updated. Originally written 2024-03. *”Anarchy” has many flavors. I’m talking about the flavors that respect property & body rights, such as “Voluntaryism,” “Anarcho-Capitalism,” and “Agorism.” ONE. We...
by Scott Howard Swain | Dec 8, 2024 | All Articles, Culture, EQ, Feminism, Humor, Life, Politics, Relationships, Voluntaryism |
Originally written May 2020. Edited December 2024. I watched The Red Pill by Cassie Jaye and feel inspired to reach out to modern day feminists. Dear women Let’s recognize some of the primary issues you as a woman have. I agree that men can’t fully...
by Scott Howard Swain | Nov 10, 2024 | All Articles, Business, Culture, Economics, Liberty, Life, Politics, Socialism, Voluntaryism |
I bet most of us agree that there is usually a net overall loss when one person forces another person to do a thing. Sometimes, though, people “expand” the definition of force to include not doing a thing. What?! Example A person in need came to you asking...
by Scott Howard Swain | Oct 25, 2024 | All Articles, Creativity, Culture, Economics, Feminism, Liberty, Life, Marxism, Politics, Socialism, Voluntaryism |
Originally written in 2020. Updated often. Over the past twelve+ years there has been a steep acceleration in what some call “cultural Marxism”, “identity politics”, tokenism, or “wokeness”. One form this has taken has been in...
by Scott Howard Swain | Sep 26, 2024 | All Articles, Culture, EQ, Life, Parenting, Politics, Relationships |
in teg ri ty [in-teg-ri-tee] noun 1. Adherence to moral and ethical principles; soundness of moral character; honesty. 2. The state of being whole, entire, or undiminished: to preserve the integrity of the empire. 3. A sound, unimpaired, or perfect condition: the...
by Scott Howard Swain | Sep 10, 2024 | All Articles, Economics, Liberty, Politics, Voluntaryism |
Updated. Originally written in 2015. “But… I thought we need a government to incentivize, force, and punish some behaviors so the weak and poor are not trampled under the boots of those with more power?” It is a legitimate concern to worry about...
by Scott Howard Swain | Jun 9, 2024 | All Articles, Culture, Economics, Liberty, Life, Parenting, Politics, Socialism, Voluntaryism |
Updated. Originally written in 2020. It seems that Socialism is on the rise right now; at least amongst those who have not come to the USA looking for the opposite of what socialism did to their Country. Why? Let’s speculate. I see it as a combination of...
by Scott Howard Swain | Jun 4, 2024 | All Articles, Culture, Economics, Liberty, Politics, Socialism, Voluntaryism |
Updated. Originally written in 2020. Voluntaryist Empathizing with and Addressing the American Democratic Socialist Perspective No matter what your philosophical / political beliefs, odds are: you have a desire to increase joy, prosperity, health, and security for as...
by Scott Howard Swain | Jan 22, 2024 | AI, All Articles, Culture, Economics, Liberty, Life, Machine Learning, Marxism, ML, Politics, Privacy, Socialism, Voluntaryism |
Congratulations, Citizen 08675309! Your life of ease and connection begins now! I’m your new humble, hyper-intelligent interpreting and filtering implant. You will expend less energy making boring, repetitive, or difficult daily decisions. You can call me your...
by Scott Howard Swain | Jan 1, 2024 | All Articles, Business, Economics, Liberty, Politics, Voluntaryism |
On the surface a person might believe, “If we didn’t have intellectual property laws, it would open the floodgates for copycats everywhere, reducing incentive for people to create. We would have Chinese phones that look like iPhones and poor Apple!...
by Scott Howard Swain | Jul 6, 2023 | All Articles, Business, Liberty, Machine Learning, Politics, Privacy |
There are several realistic dangers associated with a careless attitude toward digital privacy: Rampant Identity Theft: Identity thieves empowered by casually shared personal information can strip away our security, freedom, and prosperity. These manipulative digital...
by Scott Howard Swain | May 5, 2023 | AGI, AI, All Articles, ASI, Corruption, Culture, Liberty, Life, LLM, Machine Learning, Marxism, ML, Politics, Socialism, Voluntaryism |
Me:”Hello, please summarize the book ‘Democracy, the God That Failed’ by Hans-Herman Hoppe. Describe up to 10 of the key ideas in the book, and for each key idea, give up to 3 arguments or pieces of evidence from the book that support the...
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