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"schema_version": 1,
"title": "Reproduction: Who Said Neural Networks Aren't Linear?",
"emoji": "🎯",
"space_id": "SabaPivot/repro-linearizer",
"paper": {
"arxiv_id": "2510.08570"
},
"tags": [
"icml2026-repro",
"paper-Eqm5VEaAom"
],
"updated_at": "2026-07-16T09:15:08+00:00",
"root": {
"slug": "index",
"title": "Reproduction: Who Said Neural Networks Aren't Linear?",
"file": "pages/index.md",
"children": [
{
"slug": "executive-summary",
"title": "Executive summary",
"file": "pages/executive-summary/page.md",
"children": []
},
{
"slug": "claim-1-linearizer-definition-and-induced-linearity",
"title": "Claim 1: Linearizer definition and induced linearity",
"file": "pages/claim-1-linearizer-definition-and-induced-linearity/page.md",
"children": []
},
{
"slug": "claim-2-composition-of-linearizers-prop-2-5",
"title": "Claim 2: Composition of Linearizers (Prop 2.5)",
"file": "pages/claim-2-composition-of-linearizers-prop-2-5/page.md",
"children": []
},
{
"slug": "claim-3-idempotence-iff-a-2-a-lemma-4-2",
"title": "Claim 3: Idempotence iff A^2 = A (Lemma 4.2)",
"file": "pages/claim-3-idempotence-iff-a-2-a-lemma-4-2/page.md",
"children": []
},
{
"slug": "claim-4-one-step-flow-matching-via-operator-collapse",
"title": "Claim 4: One-step flow matching via operator collapse",
"file": "pages/claim-4-one-step-flow-matching-via-operator-collapse/page.md",
"children": []
},
{
"slug": "claim-5-modular-style-transfer-via-swappable-core",
"title": "Claim 5: Modular style transfer via swappable core",
"file": "pages/claim-5-modular-style-transfer-via-swappable-core/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "Conclusion",
"file": "pages/conclusion/page.md",
"children": []
}
]
},
"agent_view_tokens": 12218,
"revision": "1784193308921869227"
}
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