- evolutionary strategies - behavior steering experiments - expanded dataset - bringing back ORPO - more orthogonal evals to keep overfitting minimum - most probably will take abliterations as base, either mine or somebody else's - random entropy addition from huggingface fine tunes (take what is popular on hf and randomly introduce into the lineage) - bring more vibe coding: turns out LLMs know how to fine tune