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David Shapiro··21m

AI isn't going how we thought it would

TL;DR

  • AI lets you drain the creative well way too fast — Shapiro says tools like Suno compressed what might have been “a decade or two” of musical output into a few weeks, after which he had nothing left until life changed enough to refill the well.

  • The real bottleneck is now the human, and that’s burning people out — with agentic IDEs, Claude Code, and always-on AI tools, the old friction points disappear, so your brain becomes the limiting factor in a work culture already obsessed with maximum productivity.

  • Bespoke AI creativity often gets boring because it gives you exactly what you asked for — his AI-made Avatar, cyberpunk, Star Trek, and Vampire: The Masquerade stories were fun at first, but the lack of genuine surprise made the novelty wear off.

  • What humans seem to need is not just output, but high-entropy input — Shapiro’s core claim is that creativity still depends on real life, other people’s ideas, and unexpected turns, not just infinite generation from Midjourney, Grok Imagine, or Suno.

  • AI’s novelty curve may be following the same pattern at work as it does in art — he points to recent reports that people are using workplace AI less, arguing the chatbot novelty has faded even if the next form factor, like agents, could restart the cycle.

  • He sees this as a broader shift in how AI actually lands: less magical replacement, more saturation and fatigue — the surprise isn’t that AI can make anything, but that infinite possibility can leave people staring at the screen thinking, “I don’t want anymore.”

The Breakdown

The Question Behind the Video: Creativity in the AI Era

Shapiro opens by saying viewers unexpectedly wanted his take on creativity and AI, and that got him thinking for a few days. He frames the issue not as classic creative burnout or writer’s block, but as something adjacent: the feeling that you need to “refill the well” before you can make anything meaningful again.

“Refill the Well” Meets Suno Speed

Pulling from the Writing Excuses podcast and Brandon Sanderson’s orbit, he revisits the idea that creativity comes from living first. His example is Suno: he jumped in around late 2024, made four albums in a couple weeks during an ADHD hyperfocus sprint, then didn’t touch it for roughly a year and a half because he’d essentially emptied a lifetime of pent-up inspiration all at once.

AI Removes Friction, So You Become the Limiter

That speed, he argues, is the whole point: without AI, musicians have instruments to buy, bands to gather, shows to play, all these natural rate limiters. With agents, Claude Code, and AI tools everywhere, those gates disappear and you’re left confronting the uncomfortable truth he says he flagged last year: you are the bottleneck now.

Why That Feels So Bad in Modern Work Culture

He connects that bottleneck feeling to American hustle culture, Protestant work ethic, Calvinism, and a social system that treats maximal productivity like a moral good. So when AI can move as fast as you can think, people don’t feel liberated — they feel guilty, overclocked, and unsurprisingly burned out, which he says lines up with recent reports that heavy AI users are more exhausted.

Infinite Personalization Still Doesn’t Satisfy

Then he shifts to a more personal creative experiment: AI roleplay and story generation. He made choose-your-own-adventure-style adult stories after Avatar: Fire and Ash, spun up a cyberpunk world, played Vampire: The Masquerade with his wife using Claude as storyteller, and even started a Star Trek fanfic after finishing Voyager — but the thrill kept fading.

The Missing Ingredient Is Surprise

His big realization came after seeing Project Hail Mary, which he loved, calling it funny and saying it somehow “makes you care about a pet rock.” The reason that worked, he says, is that even when he could predict one classic “darkest hour” plot beat as a writer, the rest still surprised him — and that unpredictability is exactly what bespoke AI stories struggle to deliver.

Novelty Hunger, Pattern Matching, and Why Tropes Lose Him Fast

He admits some of this may be a “me thing”: ADHD, high novelty-seeking, and a pattern-matching brain that gets bored quickly. He uses anime as the example — after loving Vampire Hunter D, Ghost in the Shell, Evangelion, and Gundam, he says by around 2005–2006 he became too aware of the tropes, and now even shows like Pantheon or Cyberpunk: Edgerunners feel too derivative to fully land.

The Bigger Take: AI Saturates Novelty Instead of Replacing Creativity

He closes by noting that even workplace AI use seems to be slipping as chatbot novelty wears off, though agents may trigger another wave the way the iPhone reshaped phones after BlackBerry. But the deeper point is that humans need “high entropy input” from real life and other minds; otherwise, even unlimited music, images, and stories from Suno, Midjourney, or Grok Imagine start to blur into an avalanche of personalized background noise.