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fix(vector-core): harden cosine similarity — input validation, zero-magnitude handling, AVX2 parity #1

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fix(vector-core): harden cosine similarity — input validation, zero-magnitude handling, AVX2 parity #1

fix(vector-core): align AVX2 cosine_similarity_avx2 return type and v…
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