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| // @szl-holdings/sparse-attention-kit — public surface. | |
| // | |
| // Five primitives re-expressed against Doctrine V6 (see | |
| // docs/research/sparse-attention-synthesis-2026.md): | |
| // | |
| // 1. envelope — sparse regime claim (MiniMax M2's "no free lunch") | |
| // 2. contradiction-probe — index↔sparse disagreement detector | |
| // 3. two-level-commit — NSA coarse/fine pair with Λ-floor gating | |
| // 4. recorded-router — MoBA witness ("record what was attended") | |
| // 5. io-budget — FlashAttention bandwidth-as-budget receipt | |
| // | |
| // No kernel ships here. This is the *envelope and receipt* layer that a kernel | |
| // (NSA, MoBA, FlashAttention, or vendor-private) MUST be wrapped in to be | |
| // admissible under our governed-autonomy stack. | |
| export * from "./envelope.js"; | |
| export * from "./contradiction-probe.js"; | |
| export * from "./two-level-commit.js"; | |
| export * from "./recorded-router.js"; | |
| export * from "./io-budget.js"; | |
| export * from "./receipts.js"; | |