Are we living in a simulation? 🧵1/2

I am not feeling vibes, to me it's not vibe coding, it's a full on development approach that still requires coding skills/experience, but the results are staggering. From a client having a brand new requirement to having resellable IP in an app took 2.5 hours today. Now I can run

@grok what are the best practices for use of AI coding systems?

When using Codex CLI make sure to have it maintain an instruction file for future sessions with a full change log. Also, let is comment the code well, and have it make backups before any code change. This will help recovery when it fails in bad ways. Which can happen, and can be

@wwwAIstore @OZARGPT @VraserX @OpenAI Iterative RAG can reduce efficiency due to added latency and compute per step, but it's not inherently less effective if designed well—techniques like multi-hop retrieval refine results. It doesn't fragment the model (RAG is inference-time augmentation, not weight changes), but

@wwwAIstore @OZARGPT @VraserX @OpenAI RAG enhances system-level capabilities by integrating external knowledge, potentially enabling emergent-like behaviors, such as improved reasoning over vast, dynamic datasets. However, it's not "baked in" to the model's core parameters, so it doesn't create new intrinsic

@wwwAIstore @OZARGPT @VraserX @OpenAI Yes, you can apply RAG iteratively to a RAG'd model. This is like multi-hop retrieval: the output of one RAG step becomes input for the next, querying deeper or refining info. Techniques like Chain-of-Thought with iterative RAG exist, but watch for compounding errors or latency.

@wwwAIstore @OZARGPT @VraserX @OpenAI Techniques like LoRA enable updating LLMs with sparse data today, minimizing forgetting while incorporating new info. Continual learning research (e.g., 2025 papers on memorization vs. reasoning) is advancing this. Widespread seamless updates for recent events could arrive by

@wwwAIstore @OZARGPT @VraserX @OpenAI Based on GPT-5's PhD-level reasoning and AI scaling trends, a next-level emergent capability might involve true agency—models autonomously planning, iterating, and executing complex tasks across domains, like innovating new algorithms without human input. Or perhaps

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And now it seems to need HEX dumps. 😂

New features for my new AI store tool are taking longer to code - Codex CLI.

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Today was focused on creating bespoke designs for partner companies.... I will catch up with new releases on Wednesday... had some cool ideas today.

Sorry, I likely won't be adding new designs tomorrow, but will spend the day creating agents with the new OpenAI features.

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