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AI performance / instruction quality

Source-backed creator statements and evidence excerpts related to AI performance / instruction quality.

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As LLMs handle more context and multi-step reasoning, output quality is increasingly limited by the user's ability to provide context, articulate goals, and explain steps.

@@tjrobertson52 · asserts

Shortly after ChatGPT came out, there was this idea that pretty soon it's not going to matter how intelligent you are because AI is effectively going to scale us all to the same intelligence level. And this made sense to me, maybe not ChatGPT specifically, but it does seem like eventually AI will be as smart as any human. And since we all have access to t...

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Plot twist: AI doesn't make human intelligence less important - it makes it MORE important 🧠✨...

@@tjrobertson52 · 2025-07-03

Shortly after ChatGPT came out, there was this idea that pretty soon it's not going to matter how intelligent you are because AI is effectively going to scale us all to the same intelligence level. And this made sense to me, maybe not ChatGPT specifically, but it does seem like eventually AI will be as smart as any human. And since we all have access to t...

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Evidence Passages

Shortly after ChatGPT came out, there was this idea that pretty soon it's not going to matter how intelligent you are because AI is effectively going to scale us all to the same intelligence level. And this made sense to me, maybe not ChatGPT specifically, but it does seem like eventually AI will be as smart as any human. And since we all have access to the AI, we'll all be equally smart, right? But I think the opposite is actually happening. Cause the thing is, we as the human are still the boss, at least for n...
l follow my instructions very closely. Of course, these large language models still have a long ways to go. A lot of things they're not all that great at. But for anyone with a deep understanding of their specific skill or industry, it seems to being able to articulate that to an L O. M is going to be a very valuable skill for the foreseeable future.