zakelfassi

Everyone's chasing bigger context windows, but more tokens don't necessarily mean more intelligence. Once an agent fills its window with noise, reasoning quality drops fast. This piece breaks down why "convenience workflows" degrade model IQ and why architectural planning still beats automation.

I had a similar experience here on HN. One of my blog posts recently made it to the front page, and I ended up getting brigaded. I had to add a dozen AI-use disclaimers around the blog, not even the piece itself. It was surreal.

I get the anxiety about authenticity, but sometimes the witch-hunt feels more automaton-like than the tools themselves. For what it's worth, I've written publicly about my process ––how I use AI as scaffolding, not ghostwriting–– in my standing note on AI use.

The discomfort around augmented intelligence is fascinating + telling. I sometimes wonder if the same people browse HN on typewriters or pray for the next X-class solar flare so we can all return to rock carving.

Honestly, the best response is to embrace our inner botness. It's just humans being humans — before, they might've said "this is too smart for you to say," and now they've found a new excuse. So be it.

Is it AI then if there’s a human author? lol. You are funny.

Don’t forget; a double-dash on iOS keyboard gets automagically converted to an em—dash.

1/ So far, you've made five comments about this throughout the thread. 2/ I've added an update at the top; pasting it here as well:

"My high school teacher in 2004 accused me of plagiarizing from Wikipedia because my research paper looked "too polished" for something typed on a keyboard instead of handwritten. Twenty years later, HN commenters see clean prose and assume LLM slop. Same discomfort, different decade, identical pattern: people resist leverage they haven't internalized yet.

I use AI tools the way I used spell-check, grammar tools, and search engines before them—as cognitive leverage, not cognitive replacement. The ideas are mine. The arguments are mine. The cultural references, personal stories, and synthesis across domains—all mine. If the output reads coherently, maybe that says more about expectations than about authenticity.

You can call it slop. Or you can engage with the ideas. One takes effort. The other takes a glance at a header image and a decision that polish equals automation. Your choice reveals more about your relationship to technology than mine."

I'm sorry the GenAI image prevented you from engaging with the ideas. Layout removed if that makes you and others feel better.

Meta-response to a lot of these comments: My high school teacher in 2004 accused me of plagiarizing from Wikipedia because my research paper looked "too polished" for something typed on a keyboard instead of handwritten. Twenty years later, HN commenters see clean prose and assume LLM slop. Same discomfort, different decade, identical pattern: people resist leverage they haven't internalized yet.

I use AI tools the way I used spell-check, grammar tools, and search engines before them; as cognitive leverage, not cognitive replacement. The ideas are mine. The arguments are mine. The cultural references, personal stories, and synthesis across domains—all mine. If the output reads coherently, maybe that says more about expectations than about authenticity.

You can call it slop. Or you can engage with the ideas. One takes effort. The other takes a glance at a header image and a decision that polish equals automation. Your choice reveals more about your relationship to technology than mine :)