3 problems

Effective Lipschitz concentration. The effective Lipschitz constant satisfies $\Lambda_{\mathrm{eff}}\ll\Lambda(W)$, specifically $\Lambda_{\mathrm{eff}}=O(\mathrm{poly}(H))$, whil…

Let $\mathcal{S}$ be the set of sentences, let $\mathscr{L}$ be a causal language model, and let … be its entropy function. The AGI finite-determination conjecture. If a causal lan…

Let $\mathcal{S}$ be the set of sentences, let $\mathscr{L}$ be a causal language model, and let … map each sentence to its output-probability distribution, where…