Inspiration

I need to start running paid inbound for our company. I like Karpathy autoresearch for training LLMs.

What it does

Automates ad iteration to optimize conversion efficiency

How we built it

One-shot prompt with Fable for core architecture. Features added later.

Challenges we ran into

Hard time with semantic pairing (low capability model likely)

Accomplishments that we're proud of

Really great at generating descriptions, and a practical workflow for running campaigns.

What we learned

Messaging generation is pretty good, image content not so much

What's next for Cron Draper

Real-world testing with Meta over a one week campaign

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