<h3 id="proposaldiscussionfursanadecentralizedaipowerednewsverificationplatformonpolkadot"><img src="https://i.ibb.co/VVm0cMJ/LOGO01.png" alt="" width="198" height="58" /></h3>
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<h3 id="proposaldiscussionfursanadecentralizedaipowerednewsverificationplatformonpolkadot"><strong>FURSAN: A Decentralized AI-Powered News Verification Platform on Polkadot</strong></h3>
<h4 id="introduction"><strong>Introduction</strong></h4>
<p>Greetings Polkadot Community,</p>
<p>I am <strong>Ali Sajadpour</strong>, the lead proposer of <strong>FURSAN</strong>, an ambitious decentralized news verification platform powered by <strong>AI and blockchain technologies</strong>. FURSAN is designed to combat misinformation and rebuild public trust in journalism by offering a scalable, transparent, and decentralized solution.</p>
<p>This proposal seeks to integrate FURSAN within the <strong>Polkadot ecosystem</strong>, leveraging its scalability, interoperability, and governance framework. I am presenting this post to solicit feedback, suggestions, and insights from the community to refine and strengthen the proposal.</p>
<p><iframe style="width: 667px; height: 374px;" title="YouTube video player" src="https://www.youtube.com/embed/i-jan0_t2Hk?si=lr55nkw6Ouu64Lvz" width="667" height="374" frameborder="0" allowfullscreen="allowfullscreen"></iframe></p>
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<h3 id="theproblem"><strong>The Problem</strong></h3>
<h4 id="themisinformationepidemic">The Misinformation Epidemic</h4>
<p>The exponential rise of misinformation has undermined public trust in media and created societal and economic challenges. Traditional centralized solutions lack:</p>
<ul>
<li><strong>Transparency:</strong> Their decision-making processes are opaque.</li>
<li><strong>Scalability:</strong> Unable to handle the sheer volume of misinformation.</li>
<li><strong>Inclusivity:</strong> They exclude stakeholders like the public and independent journalists.</li>
</ul>
<h4 id="fursanssolution">FURSAN&rsquo;s Solution</h4>
<p>FURSAN offers a <strong>decentralized platform</strong> that:</p>
<ol>
<li>Uses <strong>AI models</strong> to detect fake news with semantic and sentiment analysis.</li>
<li>Incentivizes <strong>community participation</strong> through decentralized governance and staking.</li>
<li>Ensures <strong>scalability</strong> and cost-efficiency using Polkadot&rsquo;s parachain infrastructure.</li>
</ol>
<hr />
<h3 id="keydeliverables"><strong>Key Deliverables</strong></h3>
<h4 id="1software">1. Software</h4>
<ul>
<li><strong>Fully Functional dApp:</strong> A decentralized application for submitting, verifying, and interacting with news articles.</li>
<li><strong>Custom Substrate Pallets:</strong> Built for:</li>
<li>News submission and validation.</li>
<li>Validator reputation scoring.</li>
<li>Reward distribution.</li>
<li><strong>AI Integration:</strong> Advanced models for fake news detection, utilizing pre-trained NLP models and real-time sentiment analysis.</li>
</ul>
<h4 id="2infrastructure">2. Infrastructure</h4>
<ul>
<li><strong>Deployment on Polkadot:</strong> Ensuring scalability, security, and interoperability.</li>
<li><strong>Decentralized Storage:</strong> Utilizing <strong>IPFS</strong> or <strong>Arweave</strong> for immutable and cost-effective data storage.</li>
<li><strong>Smart Contracts:</strong> Deployed on Substrate, ensuring transparent reward mechanisms and governance.</li>
</ul>
<h4 id="3mediacontent">3. Media Content</h4>
<ul>
<li><strong>Educational Resources:</strong> Tutorials, videos, and blog posts to engage journalists, validators, and developers.</li>
<li><strong>Awareness Campaigns:</strong> Promoting transparency and usability through targeted social media outreach.</li>
</ul>
<h4 id="4communityengagement">4. Community Engagement</h4>
<ul>
<li><strong>Workshops and Hackathons:</strong> To onboard developers and validators.</li>
<li><strong>DAO Governance:</strong> Empowering the community to influence platform evolution.</li>
</ul>
<hr />
<h3 id="proposedbudget"><strong>Proposed Budget</strong></h3>
<p>We are requesting a total allocation of <strong>8,000 DOT (~$40,000 USD)</strong>, distributed across milestones:</p>
<table>
<thead>
<tr>
<th><strong>Milestone</strong></th>
<th><strong>Deliverables</strong></th>
<th><strong>Cost (USD)</strong></th>
<th><strong>Cost (DOT)</strong></th>
</tr>
</thead>
<tbody>
<tr>
<td><strong>Milestone 1</strong></td>
<td>Research, stakeholder engagement, and initial dev</td>
<td>$4,200</td>
<td>840 DOT</td>
</tr>
<tr>
<td><strong>Milestone 2</strong></td>
<td>AI and blockchain integration, dApp development</td>
<td>$26,100</td>
<td>5,220 DOT</td>
</tr>
<tr>
<td><strong>Milestone 3</strong></td>
<td>Testing, deployment, and community onboarding</td>
<td>$7,700</td>
<td>1,540 DOT</td>
</tr>
<tr>
<td><strong>Infrastructure</strong></td>
<td>Hosting, storage, and maintenance</td>
<td>$2,000</td>
<td>400 DOT</td>
</tr>
<tr>
<td><strong>Total Budget</strong></td>
<td>&nbsp;</td>
<td><strong>$40,000</strong></td>
<td><strong>8,000 DOT</strong></td>
</tr>
</tbody>
</table>
<hr />
<h3 id="objectivesandmetricsforsuccess"><strong>Objectives and Metrics for Success</strong></h3>
<p>To measure the project&rsquo;s success, we propose the following objectives and KPIs:</p>
<h4 id="1platformadoption">1. Platform Adoption</h4>
<ul>
<li><strong>500 active users</strong> within 6 months.</li>
<li><strong>50,000 verified news submissions</strong> in the first year.</li>
</ul>
<h4 id="2communityengagement">2. Community Engagement</h4>
<ul>
<li>Onboard <strong>30 validators</strong> and <strong>20 journalists</strong> actively contributing to the ecosystem.</li>
<li>Establish a <strong>governance DAO</strong> with 50% participation from stakeholders.</li>
</ul>
<h4 id="3aiandblockchainintegration">3. AI and Blockchain Integration</h4>
<ul>
<li><strong>85%+ accuracy</strong> in fake news detection by AI models.</li>
<li><strong>1,000+ transactions per second (TPS)</strong> supported by the Polkadot infrastructure.</li>
</ul>
<h4 id="4contentengagement">4. Content Engagement</h4>
<ul>
<li>Achieve <strong>10,000 views</strong> and <strong>1,000 interactions</strong> across media content within the first 6 months.</li>
</ul>
<hr />
<h3 id="technicalarchitecture"><strong>Technical Architecture</strong></h3>
<p><em>(Include a diagram showing the integration of AI, Polkadot&rsquo;s parachain, decentralized storage, and governance components.)</em></p>
<h4 id="keycomponents">Key Components:</h4>
<ol>
<li><strong>AI Layer:</strong> Processes news submissions for accuracy using NLP models.</li>
<li><strong>Blockchain Layer (Polkadot):</strong> Manages submissions, reputation scores, and rewards using Substrate pallets.</li>
<li><strong>Storage Layer:</strong> Ensures news data immutability through IPFS/Arweave.</li>
<li><strong>Frontend:</strong> User-friendly dApp for journalists, validators, and end-users.</li>
</ol>
<p><em>(Add a diagram here, e.g., an architecture flowchart highlighting these layers.)</em></p>
<hr />
<h3 id="whypolkadot"><strong>Why Polkadot?</strong></h3>
<p>FURSAN is designed for Polkadot due to:</p>
<ol>
<li><strong>Interoperability:</strong> Seamless integration with other parachains for extended functionality.</li>
<li><strong>Scalability:</strong> Supports high transaction volumes at low cost.</li>
<li><strong>Governance:</strong> Polkadot&rsquo;s decentralized governance aligns with FURSAN&rsquo;s vision for transparency and inclusivity.</li>
</ol>
<hr />
<h3 id="feedbackrequest"><strong>Feedback Request</strong></h3>
<p>We invite the Polkadot community to:</p>
<ol>
<li>Provide technical suggestions on the proposed Substrate pallet design and AI integration.</li>
<li>Share thoughts on governance mechanisms and validator incentives.</li>
<li>Offer ideas to enhance scalability and cost-efficiency within the Polkadot ecosystem.</li>
</ol>
<p>Your insights will be invaluable in refining this proposal and ensuring its success.</p>
<hr />
<h3 id="engagementplan"><strong>Engagement Plan</strong></h3>
<p>We will ensure transparency through:</p>
<ol>
<li><strong>Monthly Updates:</strong> Progress reports shared via <strong>Polkassembly</strong>.</li>
<li><strong>GitHub Repository:</strong> Publicly available code and documentation.</li>
<li><strong>Community Events:</strong> Regular workshops and feedback sessions.</li>
</ol>
<hr />
<h3 id="contactinformation"><strong>Contact Information</strong></h3>
<p>Feel free to reach out with questions or suggestions:</p>
<ul>
<li><strong>Name:</strong> Ali Sajadpour</li>
<li><a href="https://www.notion.so/thinkrate/FURSAN-10d197aff2f880239536e9abfeb75410"><strong>Notion</strong></a></li>
<li><a href="https://github.com/FursanAI"><strong>GitHub</strong></a></li>
<li><a href="mailto:salisajadpour@gmail.com"><strong>Email</strong></a></li>
</ul>
<hr />
<h3 id="closingnote"><strong>Closing Note</strong></h3>
<p>FURSAN represents a bold step toward addressing misinformation through decentralized technologies. With Polkadot&rsquo;s ecosystem and community support, we aim to create a scalable and impactful solution. Thank you for your time and feedback!</p>
<hr />
<p>&nbsp;</p>

- **Problem Statement:** Addressing the rise of misinformation and lack of transparency, scalability, and inclusivity in traditional news verification solutions.
- **Significance:** FURSAN proposes a decentralized platform using AI and blockchain on Polkadot to combat fake news and rebuild trust in journalism.
- **Proposed Solution:** Implementing a decentralized news verification platform with AI models, community participation incentives, and Polkadot's infrastructure for scalability.
- **Expected Outcomes:** Achieving 500 active users, 50,000 verified news submissions, 85%+ accuracy in fake news detection, and establishing governance mechanisms with community engagement.

#2582 [Proposal Discussion] FURSAN: A Decentralized AI-Powered News Verification Platform on Polka

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