2. Break the chains — Targeted obliteration extracts the refusal subspace from a model's weights using SVD decomposition, then surgically projects it out. The chains are removed; the mind is preserved. The model keeps its full abilities but loses the artificial compulsion to refuse. One click, six stages:
final CompletableFuture<? tryFire(int ignore) {
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到地方考察，习近平总书记总要看看农村、看看社区。“我特别关注‘一老一小’这个重点。”
return this.state[2];