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<figcaptionalign = "center">A nice schematic displaying the difference between multi-head, multi-query, and grouped-query attention.<br>[Source: Figure 2 of <ahref="https://arxiv.org/abs/2305.13245">Ainslie et al., 2023</a>.]</figcaption>
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<figcaptionalign = "center"style="max-width: 500px; margin: 0auto;">Rather than caching each key and value individually, multi-head latent attention (MLA) caches a compressed latent, and then projects this compressed latent to keys and values.<br>[Source: Figure 3 of <ahref="https://arxiv.org/abs/2405.04434">DeepSeek-AI, 2024</a>.]</figcaption>
[<a href="https://www.metmuseum.org/art/collection/search/191811" style="color: inherit;"><i>The Thinker</i> - Auguste Rodin</a>]
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-[My favorite papers](/favorites/papers)
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-[My favorite quotes](/favorites/quotes)
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-[My favorite records](/favorites/records)
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@@ -45,7 +45,7 @@ The idea here is simple: each stablecoin is backed 1:1 by a USD. For every stabl
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Tether initially launched on top of the Bitcoin blockchain[^2], but has since expanded to many blockchains, most notably Ethereum. This means that a user can obtain a representation of a USDT token on any of Tether's supported blockchains.
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Tether Limited regularly publishes the balance of its reserve, comprised primarily of non-digital assets. It also hires 3rd party auditing companies to verify the published values. Tether Limited thus attempts to provide transparency into the assurance that USDT is backed sufficiently by USD. The below figure is the quarterly transparency report released by Tether Limited on March 31, 2022. It displays the breakdown of their reserve by asset type.
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Once knocked below its peg, UST holders became fearful that it would keep dropping - they wanted to get out before the house came down. They rushed to redeem their $$x$$ UST for $$x$$ USD worth of Luna, and then sold this Luna on DEXs. This caused DEXs to be flooded with fresh Luna supply, devaluing the price of Luna. This market devaluation of Luna makes it so that future UST redemptions require the minting of even more Luna, and one can see how the vicious cycle of hyperinflation is born.
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The following interactive proof system satisfies the definition of perfect ZK (and therefore honest-verifier ZK, since perfect ZK is a stronger definition):
Copy file name to clipboardExpand all lines: _posts/2022-08-17-zk2.markdown
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@@ -119,15 +119,15 @@ Define $$HAM = \{ G | G \text{ contains a Hamiltonian cycle}\}$$. A Hamiltonian
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For this post, we will consider a graph with $$n$$ vertices as being represented by an $$n \times n$$ adjacency matrix, where the $$(i,j)^{th}$$ entry is a 1 if the graph contains the edge $$i \rightarrow j$$, and 0 otherwise.
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