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Cake day: May 29th, 2025

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  • Salt, Fat, Acid, Heat by Samin Nosrat does this. It begins by introducing the eponymous 4 elements at length then provides a decision tree to help you work through the recipes at the back according to the gaps in your experience.

    It’s not specifically focused on Indian food but does contrast flavour profiles from different countries. For British Indian Restaurant Curry I’d recommend Dan Toombs “The Curry Guy”. It’s not written like a textbook but I’ve learned loads of tricks from it (e.g. base curry sauce/ freezing fried paneer for later, yoghurt marinades etc).


  • You can still leverage knowledge from a foundation model in a smaller fine-tuned one.

    So the model might have learned general OOP principles from Java but it then drops redundant parameters about specific conventions like AbstractFactoryBuilders when it specialises on a language like Python which has no notion of Interfaces.

    Likewise real world knowledge might help distinguish between accounting and database transactions when writing a banking application but you don’t necessarily need your coding assistant to have memorised all the world cup winners since 1966.

    These models are unwieldy so I think it makes a lot of sense to try and find ones that are tuned efficiently.