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Splyce demonstrates that by converting unpredictable control-flow into a predictable data stream, compiler-driven speculation can effectively reconcile the memory efficiency of compressed storage with the execution-unit throughput of modern superscalar architectures.
Most sparse tensor compilers are riddled with bugs, silently miscompiling code or crashing on valid inputs, a problem exposed by a new fuzzer that guarantees valid tensor contractions.
LLMs can parse almost any SQL dialect by segmenting queries into clauses and expressions, then validating with grammar-based methods.
