---
date: 2025-02-18T18:39:00+00:00
modified: 2025-02-18T18:39:00+00:00
permalink: https://kaspars.net/note/mastodon-social-114026816500921359
post_type: note
author:
  name: Kaspars
  avatar: https://reverse.kaspars.net/gravatar/avatar/92bfcd3a8c3a21a033a6484d32c25a40b113ec6891f674336081513d5c98ef76?s=96&d=mm&r=g
---

# On February 18, 2025 at 20:39

On my flight home, I watched a university professor spend over 30 minutes grading a basic undergraduate business paper — still not finished by the time we landed.

An LLM could have handled 90% of the initial work in seconds, freeing the professor to focus on personalized feedback while the model learns and improves with each iteration.