Faster does not always mean safer, and finding more vulnerabilities is not the same thing as reducing meaningful exposure.
DeepSeek open-sourced DSpark, a speculative decoding framework that attaches a draft module to existing DeepSeek-V4 weights. It pairs a parallel draft backbone with a lightweight Markov head to cut ...
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