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<div data-lark-html-role="root"><span class="text-only" data-eleid="8"> Established in 2013, Gate is one of the world's pioneering cryptocurrency exchanges, serving over 35 million users globally. It consistently ranks among the top 3 globally in both trading volume and liquidity. Gate is currently ranked second globally in 24-hour spot trading volume, supporting spot trading, futures trading, margin trading, and wealth management products for over 3,600 cryptocurrencies. The platform offers comprehensive and diversified digital asset trading and blockchain application services. It employs zero-knowledge technology to ensure the 100% verifiability of user assets. As of August 8, 2025, the total value of Gate's reserves stands at $12.02 billion, with an overall reserve ratio of 123.98%.</span></div>
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Perle

<div class="flex flex-col text-sm pb-25"><article class="text-token-text-primary w-full focus:outline-none [--shadow-height:45px] has-data-writing-block:pointer-events-none has-data-writing-block:-mt-(--shadow-height) has-data-writing-block:pt-(--shadow-height) [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]" dir="auto" tabindex="-1" data-turn-id="request-WEB:25e2b453-9efa-4670-8063-6c48d4faf8e8-31" data-testid="conversation-turn-36" data-scroll-anchor="true" data-turn="assistant"><div class="text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)"><div class="[--thread-content-max-width:40rem] @w-lg/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn" tabindex="-1"><div class="flex max-w-full flex-col gap-4 grow"><div class="min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal [.text-message+&amp;]:mt-1" dir="auto" data-message-author-role="assistant" data-message-id="b4837680-3814-4bcb-bfd8-532dec276e5b" data-message-model-slug="gpt-5-3"><div class="flex w-full flex-col gap-1 empty:hidden"><div class="markdown prose dark:prose-invert w-full wrap-break-word light markdown-new-styling"><p data-start="0" data-end="162"> Perle Labs is a Web3-based AI platform built on <span class="hover:entity-accent entity-underline inline cursor-pointer align-baseline"><span class="whitespace-normal">Solana</span></span> , designed to connect verified experts, businesses, and research teams to collaboratively train and optimize AI models. Professionals, researchers, and experts from various fields can earn rewards by completing high-quality data labeling and validation tasks and build their reputation on the blockchain.</p><p data-start="164" data-end="176"> This project primarily addresses the following pain points:</p><p data-start="178" data-end="246"> <strong data-start="178" data-end="191">1. Bottleneck of manual data processing</strong><br data-start="191" data-end="194" /> AI models continuously require large-scale, high-quality data annotation, evaluation, and reinforcement learning feedback (RLHF), but existing processes are difficult to scale efficiently.</p><p data-start="248" data-end="303"> <strong data-start="248" data-end="262">2. Low-quality feedback problem</strong> : Relying on ordinary laborers lacking professional backgrounds leads to high feedback noise, which in turn affects the accuracy of AI models.</p><p data-start="305" data-end="349" data-is-last-node="" data-is-only-node=""> <strong data-start="305" data-end="318">3. Lack of verifiability</strong> : The overall process is opaque, lacking auditable records of participant performance and data quality. </p></div></div></div></div><div class="z-0 flex min-h-[46px] justify-start"></div><div class="mt-3 w-full empty:hidden"><div class="text-center"></div></div></div></div></article></div><div class="pointer-events-none h-px w-px absolute bottom-0" aria-hidden="true" data-edge="true"></div>

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