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            <title><![CDATA[BasedAI Vs Bittensor?]]></title>
            <link>https://paragraph.com/@0xABbE15Ca82410eAFA23ab4E16E4FC4ffd161A3Dd/basedai-vs-bittensor</link>
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            <pubDate>Tue, 28 May 2024 02:05:59 GMT</pubDate>
            <description><![CDATA[BasedAIOverview: BasedAI focuses on decentralized AI development and deployment, leveraging blockchain technology to create a collaborative and trans...]]></description>
            <content:encoded><![CDATA[<div class="relative header-and-anchor"><h3 style="text-align: start" id="h-basedai"><strong>BasedAI</strong></h3></div><p style="text-align: start"><strong>Overview</strong>: BasedAI focuses on decentralized AI development and deployment, leveraging blockchain technology to create a collaborative and transparent ecosystem for AI projects.</p><p style="text-align: start"><strong>Key Features</strong>:</p><ul><li><p><strong>Decentralized AI Marketplace</strong>: A platform where AI developers can showcase and monetize their models.</p></li><li><p><strong>Incentives for Collaboration</strong>: Rewards for contributions to the ecosystem, encouraging collaborative AI development.</p></li><li><p><strong>Transparency and Security</strong>: Utilizes blockchain for transparent transactions and secure data handling.</p></li><li><p><strong>Interoperability</strong>: Supports integration with various AI frameworks and tools.</p></li></ul><p style="text-align: start"><strong>Use Cases</strong>:</p><ul><li><p>Collaborative AI research and development.</p></li><li><p>Transparent AI model marketplace.</p></li><li><p>Secure and incentivized AI data sharing.</p></li></ul><div class="relative header-and-anchor"><h3 style="text-align: start" id="h-bittensor"><strong>Bittensor</strong></h3></div><p style="text-align: start"><strong>Overview</strong>: Bittensor is a decentralized machine learning network that utilizes blockchain to create an open-source platform where participants can train and validate AI models collaboratively.</p><p style="text-align: start"><strong>Key Features</strong>:</p><ul><li><p><strong>Decentralized Training</strong>: Allows for collaborative training of AI models across a decentralized network.</p></li><li><p><strong>TAO Token</strong>: Native cryptocurrency used to incentivize and reward participants for their contributions.</p></li><li><p><strong>Proof-of-Intelligence</strong>: Consensus mechanism to validate the quality and performance of AI models.</p></li><li><p><strong>Open-Source Platform</strong>: Encourages open collaboration and innovation in AI development.</p></li></ul><p style="text-align: start"><strong>Use Cases</strong>:</p><ul><li><p>Decentralized and collaborative AI model training.</p></li><li><p>Incentivized contribution to AI model validation and improvement.</p></li><li><p>Creation of a global AI model repository accessible to all participants.</p></li></ul><div class="relative header-and-anchor"><h3 style="text-align: start" id="h-comparison"><strong>Comparison</strong></h3></div><ol><li><p><strong>Purpose and Scope</strong>:</p><ul><li><p><strong>BasedAI</strong>: Focuses on creating a marketplace and collaborative ecosystem for AI development, with an emphasis on transparency and security.</p></li><li><p><strong>Bittensor</strong>: Centers on decentralized machine learning and collaborative training of AI models, using blockchain for incentivization and validation.</p></li></ul></li><li><p><strong>Blockchain Utilization</strong>:</p><ul><li><p><strong>BasedAI</strong>: Uses blockchain primarily for secure transactions, data handling, and incentivizing collaboration.</p></li><li><p><strong>Bittensor</strong>: Employs blockchain to manage decentralized training, validate model performance, and distribute rewards through the TAO token.</p></li></ul></li><li><p><strong>Incentives and Rewards</strong>:</p><ul><li><p><strong>BasedAI</strong>: Provides rewards for contributions to AI projects and marketplace activities, encouraging a collaborative environment.</p></li><li><p><strong>Bittensor</strong>: Incentivizes training and validation of AI models through the TAO token, promoting participation in the decentralized network.</p></li></ul></li><li><p><strong>Community and Collaboration</strong>:</p><ul><li><p><strong>BasedAI</strong>: Aims to build a community around a transparent and secure AI marketplace, fostering collaboration among developers.</p></li><li><p><strong>Bittensor</strong>: Focuses on creating a global, collaborative network for AI training and validation, leveraging open-source principles.</p></li></ul><p><strong>In summary, while both BasedAI and Bittensor utilize blockchain to enhance AI development, they cater to different aspects of the AI ecosystem. BasedAI emphasizes a transparent marketplace and collaborative environment for AI projects, while Bittensor focuses on decentralized machine learning and the collaborative training and validation of AI models.</strong></p></li></ol><p></p>]]></content:encoded>
            <author>0xabbe15ca82410eafa23ab4e16e4fc4ffd161a3dd@newsletter.paragraph.com (RAAJ)</author>
            <category>bittensor</category>
            <category>basedai</category>
            <category>cryptocurrency</category>
            <category>ai</category>
            <category>blockchain</category>
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            <title><![CDATA[Filecoin vs Arweave : The Ultimate Comparison.]]></title>
            <link>https://paragraph.com/@0xABbE15Ca82410eAFA23ab4E16E4FC4ffd161A3Dd/filecoin-vs-arweave-the-ultimate-comparison</link>
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            <pubDate>Wed, 13 Sep 2023 02:12:40 GMT</pubDate>
            <description><![CDATA[Key Takeaways:Filecoin and Arweave are both decentralized data storage providers, but they serve different set of clients. Filecoin focuses on clients...]]></description>
            <content:encoded><![CDATA[<p>Key Takeaways:</p><p></p><p>Filecoin and Arweave are both decentralized data storage providers, but they serve different set of clients. Filecoin focuses on clients with large data storage requirements within fixed timeframes, primarily web2 clients, whereas Arweave is well-suited for retail and web3 clients looking to store their data permanently on the internet at a very low cost.</p><p></p><p>In both Filecoin and Arweave, clients need to pay in their native tokens to purchase storage from these networks.</p><p></p><p>Filecoin heavily subsidizes its miners to accept verified clients on the network through the Filecoin Plus program. By allocating over 70% of its supply for incentives, Filecoin provides higher rewards to miners and highly competitive costs for clients who switch to Filecoin for their data storage needs.</p><p></p><p>The supply of $AR, the native token of Arweave, is currently 100% in circulation, while in Filecoin, it's 22.5% as of today, and the remaining supply will take 27 years to fully unlock.</p><p></p><p>$AR currently has zero inflation rate, while $FIL has an annual inflation rate of over 40%, which will gradually decrease over time. Filecoin burns the base fees from its revenue, and increased demand on the Filecoin network could potentially control higher inflation due to this burning mechanism.</p><p></p><p>Filecoin currently dominates the decentralized storage market with over 70% market share. They have recorded over a 1000% growth in active deals in the past year, while Arweave recorded over 60% growth in weave size.</p><p></p><p>From an investment perspective:</p><p></p><p>Filecoin is an excellent solution for clients with large data needs. It competes with Amazon AWS and Google Cloud, offering more competitive prices. However, Filecoin has heavily subsidized the network by allocating a significant portion for incentives. </p><p></p><p>Its tokenomics design relies on creating higher demand for Filecoin to sustain its price in the long term. I believe even if the reduction in incentives they could probably offer better cost than AWS in next 5-7 years so its going to be interesting to watch how much market they could capture.</p><p></p><p>As for Arweave, there is minimal selling pressure on AR from the supply side, but there is also a lack of additional incentives for miners. On the client side, Permaweb is a new primitive in data storage, and it may gain more traction from startups with low data and permanent storage requirements in the near future.</p><p></p><p>In conclusion, while $AR seems stable on the supply side, demand is relatively low. When we discuss $FIL, demand is increasing, but supply is also on the rise. To maintain a balance, locked and burnt supply should always be higher than newly mined supply. </p><p></p><p>FIL's price action can fundamentally perform well when we reach the stage where more FIL is being burnt and locked than is being mined.</p><p></p><p>Disclaimer: I've shared more thoughts here, Not financial advice of any kind.</p>]]></content:encoded>
            <author>0xabbe15ca82410eafa23ab4e16e4fc4ffd161a3dd@newsletter.paragraph.com (RAAJ)</author>
            <category>blockchain</category>
            <category>cryptocurrency</category>
            <category>filecoin</category>
            <category>arweave</category>
            <category>data</category>
            <category>storage</category>
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            <title><![CDATA[Welcome to Paragraph!]]></title>
            <link>https://paragraph.com/@0xABbE15Ca82410eAFA23ab4E16E4FC4ffd161A3Dd/welcome-to-paragraph</link>
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            <pubDate>Wed, 13 Sep 2023 01:58:04 GMT</pubDate>
            <description><![CDATA[This post teaches you everything you need to know about getting started with Paragraph.]]></description>
            <content:encoded><![CDATA[<p>Paragraph lets you create and share beautifully crafted posts - just like this one. </p><p>Write anything - from your smallest paragraph to your grandest masterpiece - and publish it online or send it as email newsletters directly to your readers.</p><p>Your Paragraph publication is blazing-fast, SEO optimized, and combines the best parts of both web2 and web3 to help you create content and grow your community better than ever. </p><h2>Getting started</h2><p>What you&apos;re looking at right now is the Paragraph editor. We support markdown, callouts, code, and rich media embeds like Twitter and YouTube.</p><div data-type="twitter" >
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          <p class="twitter-p">On http://paragraph.xyz, all posts are stored on <a class="twitter-mention" >@ArweaveTeam</a>. This means they're immutable, uncensorable, permanent, and composable <span class="twitter-emoji">✨</span></p>
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          <a href="https://twitter.com/paragraph_xyz/status/1560419350976221185"><p>05:12 PM • Aug 18, 2022</p></a>
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      </div></div><p>When you publish a post, you&apos;ll have the option of sending it as a newsletter or storing it in the permanent &amp; uncensorable Arweave. </p><h2>Helpful links</h2><p>Here&apos;s a few helpful pointers to customize your publication &amp; get the most out of Paragraph:</p><ul><li><p><a target="_blank" rel="noopener noreferrer nofollow" class="dont-break-out " href="https://paragraph.xyz/settings/publication/theme">Theming &amp; customization</a>. Change your publication&apos;s font &amp; colors; truly make this space your own.</p></li><li><p><a target="_blank" rel="noopener noreferrer nofollow" class="dont-break-out " href="https://paragraph.xyz/settings/publication/emails">Set up a welcome email</a>. This is the email your readers receive when they subscribe to your newsletter. </p></li><li><p><a target="_blank" rel="noopener noreferrer nofollow" class="dont-break-out " href="https://paragraph.xyz/settings/publication/blog">Configure your publication&apos;s settings</a>. Add links to your homepage, set up a custom domain, configure Google Analytics &amp; more. </p></li></ul><h2>Need help or have feedback?</h2><p>We&apos;ve put together some documentation <a target="_blank" rel="noopener noreferrer nofollow" class="dont-break-out " href="https://docs.paragraph.xyz">here</a>, but if you still have questions you&apos;d like answered we’d love to hear from you. </p><p>You can reach us via email at <a target="_blank" rel="noopener noreferrer nofollow" class="dont-break-out " href="mailto:hello@paragraph.xyz">hello@paragraph.xyz</a> or subscribe to our newsletter <a target="_blank" rel="noopener noreferrer nofollow" class="dont-break-out " href="https://paragraph.xyz/@blog">here</a>. We&apos;re also pretty active on <a target="_blank" rel="noopener noreferrer nofollow" class="dont-break-out " href="https://paragraph.xyz/discord">Discord</a>. </p>]]></content:encoded>
            <author>0xabbe15ca82410eafa23ab4e16e4fc4ffd161a3dd@newsletter.paragraph.com (RAAJ)</author>
            <category>tutorial</category>
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