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 | Jan 13, 2026 | AI, All Articles, Coding Assistants, LLM, Machine Learning |
Phase 1: Veteran Coder Early teens: Geekin on 8-bit computers; Vic 20 and C64, making games.1995-2017: Full-stack freelancing: Mostly web/database SAAS. Phase 2: Machine Learning Pioneer 2018-2021: Codification of cognitive empathy combined with SQL and huge amounts...
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 talk about any kind of growth. Maybe I’m hanging out with the wrong people? Too many seem to base their predictions on current state of the art with barely a hat tip to the increase...
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 | Dec 23, 2025 | AI, All Articles, Coding Assistants, LLM, Machine Learning |
A couple quotes that caught my eye today: “We are dangerously confusing computational speed with legal reasoning. While AI can be extraordinarily useful, it cannot replace the reasoning of educated, experienced lawyers. The fact is that AI only simulates...
by Scott Howard Swain | Dec 13, 2025 | AI, All Articles, Coding Assistants, LLM, Machine Learning |
“An interesting trend I’m seeing is that some of the most elite teams are abandoning AI coding altogether.” I hear this is happening in some companies and figure it is because:(a) They either started too soon (before LLMs were smart enough;(b) They...
by Scott Howard Swain | Nov 9, 2025 | AI, All Articles, Coding Assistants, LLM, Machine Learning |
Want a free customizable AI coding team? Use it to create new apps or make changes/additions to existing ones. This set of instructions (markdown files) enhances and extends the modes/agents that come with many coding agent/asisstants (or make your own). The...
by Scott Howard Swain | Oct 9, 2025 | AI, All Articles, Coding Assistants, LLM, Machine Learning |
Yay there are many to choose from! If you work in VS Code, the one that stands out for me is Roo Code. Some things I love about it: (1) Free – you just plug the API keys in for whatever models you wan to use. The only limits come from the models through API. (2)...
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...
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