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  "title": "Weight-Space Geometry of Offline Reasoning Training",
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  "subtitle": "Same data, different losses, same circuits? Six offline reasoning losses, one base model, identical math rollouts — do they converge in weight space?",
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  "venue": "ICML 2026 · Mechanistic Interpretability Workshop",
 
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  "repo": "https://github.com/AlexWortega/capabilityvectors",
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  "methodColors": {
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  "sft": "#2f5d7c",
 
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  "title": "Weight-Space Geometry of Offline Reasoning Training",
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  "subtitle": "Same data, different losses, same circuits? Six offline reasoning losses, one base model, identical math rollouts — do they converge in weight space?",
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  "venue": "ICML 2026 · Mechanistic Interpretability Workshop",
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+ "paper": "https://arxiv.org/abs/2606.23740",
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  "repo": "https://github.com/AlexWortega/capabilityvectors",
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  "methodColors": {
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  "sft": "#2f5d7c",