Machine learning interatomic potentials like MACE (NeurIPS 2022) have reached a point where they rival density functional theory in accuracy while running orders of magnitude faster. But using them still requires Python scripting, command-line fluency, and environment setup that shuts out a large number of researchers, especially those with accessibility needs, those in under-resourced labs, or students encountering computational chemistry for the first time.
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The important thing isn’t which tool you pick. It’s the pattern. Store secrets in a vault, inject at runtime, never write plaintext to disk.
Each step of the way, Pokémon Pokopia will introduce some wild new idea or mechanic, which turns out to be a great way to keep someone who isn't especially keen on managing little towns invested in the proceedings.
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childish fun of making things together