The scary part about Anthorpic's Fable nerf is not that it refuses to answer biology or cryptography. It's that it foreshadows what's coming. A world where a couple companies decide what you can and cannot do. They're building a new ruling class and you're not in it...
So prompt engineers learned English is imprecise for coding and started using stricter syntax. I wonder how long it will take before they come full circle and land back at programming languages again.
A tip for those competing on Kaggle (and everyone experimenting with models and pipelines variants). Progress is proportional to the number of experiments you run.
Spend some time profiling your code to see where it spends most time, then try to optimize the slow running parts.
As a result you'll be able to run more experiments in a given time frame.
So many Kaggle public notebooks are unnecessarily slow...