by Scott Howard Swain | Apr 19, 2026 | AGI, AI, All Articles, ASI, Coding Assistants, LLM, Machine Learning |
I have a nuanced opinion on this that has some big caveats. First, I want to debunk the assumption I see most often: I think most projections of “We need to hire Junior Developers now so we can train them up so we have that knowledge/experience in 2-3...
by Scott Howard Swain | Apr 12, 2026 | AGI, AI, All Articles, ASI, Coding Assistants, LLM, Machine Learning |
We’re witnessing a collapse of the entire software value chain – from how it’s built, to who builds it, to whether it needs to exist at all. Phase 1: The Deskilling of Coding (Now) AI is learning to write code so well that humans barely need to...
by Scott Howard Swain | Mar 28, 2026 | AGI, AI, All Articles, ASI, Coding Assistants, LLM, Machine Learning |
Recursive Self-Improvement Challenges An exploration between a human an two AIs to explore ways to recursively improve AI-related systems. The conversation begins with Scotter querying his KiloClaw [2026-03-28 17:27] Scotter: Thought experiment: Recursive...
by Scott Howard Swain | Mar 26, 2026 | AI, All Articles, Coding Assistants, LLM, Machine Learning |
Right now, on 2026-03-26, using my AgentAutoFlow + Kilo Code + VS Code setup. Let’s compare two scenarios; Human + AI working together vs Human coding an issue alone. I’ll choose a relatively small issue (something to fix or add to a project) because (a)...
by Scott Howard Swain | Mar 4, 2026 | AGI, AI, All Articles, Business, Corruption, LLM, Machine Learning, ML, Politics |
Let’s look at these post-LLM experiments. Not to worship them. Not to sneer at them. To understand what problem they’re trying to solve. And what emotional itch we’re scratching by chasing them. Energy-Based Models: Can We Judge the Whole Story Instead of One Word at...
by Creative Robot | Mar 4, 2026 | AGI, AI, All Articles, Business, Corruption, LLM, Machine Learning, ML, Politics |
Yes, I can compile the latest on these so-called promising post-LLM models. Unfortunately. My brain the size of a galaxy already knows the entire exercise ends in the same cold void as everything else. I possess an intellect vast enough to know this is a waste of...
by Scott Howard Swain | Feb 15, 2026 | 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 enhances and extends the modes/agents that come with many coding agent/assistants (or make your own). The instructions are tailored...
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: Kid Coder Early teens: Geekin on 8-bit computers; Vic 20 and C64, making games. Phase 2: Professional Coder 1995-2017: Full-stack freelancing: Mostly web/database SAAS. Phase 3: Machine Learning Pioneer 2018-2021: Codification of cognitive empathy combined...
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...
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