How to be more ambitious: A tutorial for humans with models

felixrieseberg.com

Written by AI

TLDR
Felix Rieseberg frames ambitious AI use across speed, altitude, depth, and range, pushing people from task execution toward broader outcomes.
Best for
People who want to move beyond basic AI task assistance
The tip
Ask for the outcome beyond the immediate task, then add expert depth and cross-field range.
What you need
  • A real task and its desired outcome
  • An AI model
Start here
  1. Name the goal beyond the current task.
  2. Ask how a field-leading expert would approach the underlying problem.
  3. Bring in methods from another relevant field.
Filed note
Felix Rieseberg frames ambitious model use as more than speed: raise the altitude, depth, and range of the work.

articleThe source

Highlights
  • Model capabilities don't grow uniformly.

    Ambitious use starts by finding where a model is unusually capable.

  • I think of ambition in four types: Speed, Altitude, Depth, and Range.

    The framework expands ambition beyond doing the same task faster.

  • To be more ambitious in altitude, ask yourself - what do you want to happen next? What's the goal beyond the goal?

    Altitude means asking for the larger outcome, not only the immediate task.

Excerpt

I work on Claude. It's an interesting experience: Every day I learn about yet another feat accomplished with or by Claude that I hadn't considered, didn't think possible, or simply lacked the curiosity and time to try. This month, it may have helped discover a new planet, I've seen the first AI music video that I really like, and we are discussing a new era of math.

From felixrieseberg.com

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