staging

docs/data-for-ai/index.md

@@ -0,0 +1,247 @@
+---
+id: "index"
+title: "Data for AI"
+slug: "/"
+sidebar_position: 0
+---
+
+## About the Campaign
+
+The Super Protocol Data-for-AI Campaign is more than a contest—it’s a collaborative initiative to rethink how AI systems are trained in high-stakes, regulated domains. By sourcing high-quality, publicly available regulatory and clinical data, we aim to make AI development transparent, decentralized, and verifiable from the ground up.
+
+This campaign is powered by Super Protocol, a decentralized cloud platform designed for privacy-preserving AI computing. It combines confidential execution, on-chain traceability, and cryptographic proof of origin, creating a secure foundation for open collaboration between AI systems and data contributors.
+
+### Why It Matters
+
+AI companies in regulated industries like healthcare face a difficult trade-off: build costly internal systems to collect and validate data, or rely on opaque, third-party pipelines with unknown provenance. Both come with serious limitations—compliance overhead, audit risks, and a lack of trust in the data itself.
+
+This campaign explores a third path: a verifiable, decentralized pipeline for AI training. Every submitted data link is publicly auditable, cryptographically signed by the contributor, and logged to a smart contract on the opBNB network. It’s not just about finding data—it’s about proving where it came from and how it was used.
+
+We’re working with Tytonix, whose medical AI systems will be trained directly on this dataset. Their tools help medical device companies navigate regulatory approvals faster and at lower cost. Your contributions fuel a real-world application with immediate value.
+
+### Why Verifiability Is Crucial
+
+In healthcare AI, data integrity isn’t optional. It must be provable—both to regulators and the companies relying on it.
+
+Super Protocol ensures every submission has a traceable origin, a clear audit trail, and immutable on-chain attribution. This builds a usable bridge between community-sourced input and production-grade AI.
+
+- Verifiable input → trusted model
+- On-chain record → compliance-ready data
+- Decentralized sourcing → scalable, cost-effective pipelines
+
+What’s submitted here isn’t just checked off—it’s accounted for.
+
+### Just the Beginning
+
+Super Protocol already supports confidential AI training: models run in secure environments where data remains private, even from developers. Deployments are signed, logged, and verifiable. That infrastructure is live.
+
+What’s missing—until now—is granular, user-attributed input. The ability to train AI on individual contributions, where each data point is trackable, auditable, and tied to its source without sacrificing privacy.
+
+This campaign is the first step. In future phases, contributors will be able to control how their data is used, know when it contributes to training, and opt in or out of specific models. It’s the beginning of a long-term shift: from closed, anonymous datasets to a transparent, accountable, and privacy-respecting AI ecosystem.
+
+### Where You Come In
+
+Contribute real-world data. Climb the leaderboard. Earn your share of $30,000 in USDT and Super Stakes (convertible at TGE).
+
+This isn’t just a data campaign. It’s the foundation for an AI system that doesn’t require trust, because everything is verifiable, transparent, and owned.
+
+## Dates
+
+**Pre-Launch Phase:**<br/>
+June 2 – June 9, 12:00 PM UTC<br/>
+→ Get a head start with early submissions and earn the Welcome Bonus.
+
+**Main Campaign:**<br/>
+June 9 – June 23, 12:00 PM UTC<br/>
+→ All activity counts toward leaderboard ranking and final rewards.
+
+**Daily Reset:**<br/>
+Every day at 12:00 PM UTC, submission limits are reset, and the points’ value increases by 4%.
+
+## How to Participate
+
+Getting started is fast and easy. Follow these steps to join the campaign, earn points, and compete for rewards.
+
+1. **Visit the Campaign Page**<br/>
+Go to the official [campaign page](https://data-for-ai.superprotocol.com/).
+
+2. **Connect Your Wallet & Register**<br/>
+We support most major crypto wallets.<br/>
+To register, send a low-cost transaction with the [BNB coin](https://www.binance.com/en/price/bnb) on the [opBNB network](https://opbnb.bnbchain.org/en)—this activates your account and earns you a **300-point Welcome Bonus**.<br/>
+The approximate transaction cost is:<br/>
+    - Transaction Fee: 0.000000224791820065 BNB ($0.000154)
+    - Gas Price: 0.00097 Gwei (0.00000000000097 BNB)
+
+3. **Submit Valid Data Links**<br/>
+Search the approved data sources and find **unique, unsubmitted** URLs.<br/>
+Submit up to **30 valid links per day**.<br/>
+Hit the daily cap and earn a **+280 Strike Bonus**.
+
+4. **Invite Friends**
+Share your unique referral link.
+Earn bonus points every time your referrals submit valid data links.
+
+5. **Climb the Leaderboard**<br/>
+The top **1,000 participants** will share in the prize pool:<br/>
+**$30,000 USDT + Super Stakes** (convertible at TGE).
+
+---
+
+**Tips for Success:**
+
+- Use advanced filters to find rare or overlooked content.
+- Track your submissions with a personal log.
+- Refer users who will stay active.
+- Submit consistently—momentum matters.
+
+## Points and Super Stakes
+
+### Points
+
+Your points are the result of your activity during the campaign and determine your rank on the leaderboard. The more valid data links you submit and the more active your referrals are, the more points you will have.
+
+→ Only the top 1,000 on the Leaderboard will qualify for USDT and Super Stakes rewards.
+
+Your points may come from the following:
+
+| **Action**          | **Points Earned** |
+| :- | :- |
+| Welcome Bonus       | **300** (one-time) |
+| Valid URL           | **100\*** for each valid data link |
+| Strike Bonus        | **280** (for exactly 30 valid data links in a day) |
+| Referral Submission | **35\*** points for each referral’s valid data link |
+
+**\*** Points issued for a submitted link, directly and through referrals, increase by 4% each day of the campaign.
+
+### Super Stakes
+
+Super Stakes are a separate, long-term reward. The amount of Super Stakes you get depends on your rank on the Leaderboard. At the Token Generation Event (TGE), Super Stakes will be converted into Super Tokens, the native token of the Super Protocol ecosystem.
+
+## Support
+
+If you have questions, encounter issues, or need assistance during the campaign, we’re here to help.
+
+### Submit a Support Ticket
+
+For official support via email, please [submit a request](https://superprotocol.zendesk.com/hc/en-us/requests/new) through our help desk. Our team will promptly follow up with you by email.
+
+### Discord Support
+
+If you prefer real-time communication, you can also get help through our [Discord server](https://discord.com/invite/superprotocol). The channel is **#data-for-ai**.
+
+We’re committed to supporting you throughout the campaign.
+
+## Link Submissions
+
+### Submission Rewards
+
+Each time you submit a valid data link—a URL leading to data for AI training—you earn points. The point value increases by 4% each day for all participants, meaning every submission made on a later day is worth more than one submitted earlier in the campaign.
+
+**Point Growth Example:**
+
+Day 1: 100 points per valid link<br/>
+Day 2: ~104 points<br/>
+Day 3: ~108.2 points<br/>
+...<br/>
+Day 14 (Final Day): ~168 points per valid link
+
+If you submit exactly 30 valid links in a single day, you will receive a **Strike Bonus** of +280 points.
+
+### Daily Limit
+
+You may submit up to 30 valid data links per day.
+
+The daily submission limit resets at 12:00 PM UTC.
+
+### Accepted Databases
+
+Only links from the following approved sources are eligible:
+
+[www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm](https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm)
+
+[accessgudid.nlm.nih.gov/advanced-search](https://accessgudid.nlm.nih.gov/advanced-search)
+
+Additional approved sources may be added during the campaign.
+
+### Rejection Criteria
+
+Submissions will be rejected if:
+
+- The link has already been submitted by another participant. Each data link must be unique across the entire campaign.
+- The domain is not on the approved list.
+- The link is broken or inaccessible.
+- The file is not in one of the required formats: PDF, XLSX, XML, or DOCX
+
+### Submission Errors
+
+When you submit links, you may encounter errors. Here is the list:
+
+| **Error** | **Description** |
+| :- | :- |
+| This link has been submitted before. | Each link may be successfully submitted only once. |
+| Reached the maximum of 30 links per day. | And you should get a Strike Bonus. |
+| HTTPS protocol is required. | The URL does not use the HTTPS protocol. |
+| The link is not from an approved source. | Links must only use the approved databases. |
+| This link is not a valid URL. | Not a valid URL format. |
+
+## Referrals
+
+The referral system allows you to earn additional points by inviting others to join the campaign. The more active your referrals, the more you earn.
+
+### How It Works
+
+- After registration, you’ll receive a unique referral link.
+- When someone signs up using your link and starts submitting valid data links, you earn referral points.
+- There’s no limit to how many people you can refer.
+- Each participant can only be referred once.
+- If someone signs up without your link or uses another link first, they cannot be reassigned to you.
+
+### Referral Rewards
+
+You earn points every time your referral submits a valid data link. Referral rewards increase by 4% daily for all participants, just like regular submissions. This means that on later days, every valid link submitted by a referral is worth more than one submitted earlier, regardless of who the referrer is.
+
+**Referral Point Growth Example:**
+
+Day 1: 35 points per valid link<br/>
+Day 2: ~36.4 points<br/>
+Day 3: ~37.9 points<br/>
+...<br/>
+Day 14 (Final Day): ~58.8 points per link
+
+The longer the campaign runs, the more valuable each referral’s activity becomes.
+
+Note: While later submissions earn more per link, inviting people early gives them time to contribute more overall, resulting in higher total rewards for you.
+
+### Referral Penalty
+
+If your referee submits an invalid data link, you’ll lose the referral reward for one previously earned link from that referee. This only affects the bonus points earned from that specific referee and does not impact your own points or rewards from other referees.
+
+Referral points cannot go negative, and the same rule applies individually to each referee and each invalid link.
+
+This mechanism is designed to prevent abuse and discourage low-quality or automated submissions.
+
+## Rewards
+
+### Reward Recipients
+
+Only the top 1,000 participants will get prizes, and the rewards will depend on the rank. The rank is determined by the user’s total points: own points plus referral points. 
+
+| **Rank**  | **USDT**    | **Super Stakes** |
+| :- | :- | :- |
+| 1–3       | $1,000 each | 15,000 each |
+| 4–10      | $500 each   | 10,000 each |
+| 11–50     | $200 each   | 5,000 each |
+| 51–200    | $50 each    | 1,900 each |
+| 201–1,000 | $10 each    | 500 each |
+
+Tiebreaker: whoever earned points **earlier** wins the higher rank.
+
+Claiming Rewards
+
+Winners will be announced within three days of the campaign’s end. Rewards can be claimed starting **after June 25** by logging in with the same wallet used during participation. **USDT rewards** will be available through a dedicated campaign page, while **Super Stakes** will convert to Super Tokens at the Token Generation Event (TGE). All rewards will be claimable on the **opBNB network**.
+
+All participants in the top 50 will be required to complete KYC to verify identity and prevent bot activity.
+
+## Disputes and Final Authority
+
+Super Protocol reserves the right to disqualify participants for fraudulent or malicious behavior, require KYC verification before releasing rewards, and modify campaign rules at any time. In case of disputes or interpretation conflicts, all decisions made by Super Protocol are final.

docs/marketplace/guides/deploy-model.md

@@ -39,7 +39,7 @@ Ensure your model meets the Super Protocol requirements:
 - Text-to-Video
 - Mask Generation
 
-If you plan to deploy a ComfyUI workflow with custom nodes, [prepare the files](/marketplace/guides/prepare-comfyui) before uploading. You cannot upload directly to the deployed ComfyUI for security reasons.
+If you plan to deploy a ComfyUI workflow with custom nodes, [prepare the files](/marketplace/guides/prepare-comfyui) before uploading. For security reasons, you cannot upload custom nodes directly to a deployed ComfyUI.
 
 1.2. Due to [testnet limitations](/marketplace/limitations), the total size of model files should not exceed 13 GB. Support for bigger models will be available in the future.
 

docs/marketplace/guides/index.md

@@ -5,8 +5,11 @@ slug: "/guides"
 sidebar_position: 2
 ---
 
-| **Guide** | **Description** |
+| **Guide**                                                         | **Description** |
 | :- | :- |
-| [Log In as a Web3 user](/marketplace/guides/log-in) | Log in as a Web3 user and set up the account. |
-| [Set Up Storage](/marketplace/guides/storage) | Set up your personal storage as a Web3 user. |
-| [Troubleshooting](/marketplace/guides/troubleshooting) | Fix the most common issues. |
+| [Log In as a Web3 user](/marketplace/guides/log-in)               | Log in as a Web3 user and set up the account. |
+| [Deploy Your Model](/marketplace/guides/deploy-model)             | Create an unpublished offer with your uploaded model and deploy it. |
+| [Publish an Offer](/marketplace/guides/publish-offer)             | Upload a model, create an offer, and publish it on the Marketplace. |
+| [Prepare a ComfyUI Workflow](/marketplace/guides/prepare-comfyui) | Prepare a ComfyUI workflow with custom nodes for deployment on Super Protocol. |
+| [Set Up Storage](/marketplace/guides/storage)                     | Set up the usage of your storage instead of Super Cloud. |
+| [Troubleshooting](/marketplace/guides/troubleshooting)            | Fix the most common issues. |

docs/marketplace/guides/prepare-comfyui.md

@@ -8,7 +8,7 @@ sidebar_position: 6
 import Tabs from '@theme/Tabs';
 import TabItem from '@theme/TabItem';
 
-This guide provides step-by-step instructions for preparing a **ComfyUI** workflow with custom nodes before uploading it . You cannot upload custom nodes directly to the deployed ComfyUI for security reasons.
+This guide provides step-by-step instructions for preparing a **ComfyUI** workflow with custom nodes before uploading it. For security reasons, you cannot upload custom nodes directly to a deployed ComfyUI.
 
 :::note
 
@@ -46,9 +46,9 @@ You can prepare your model, workflow, and custom node files manually or using Do
 
     5. Load and customize the workflow. Use the following methods to add model files to the container:
 
-    **Use a downloader**
+    **Install a downloader node**
 
-    In ComfyUI, open **Custom Node Manager** and install a custom node to download model files. For example, [ComfyUI Model Downloader](https://github.com/ciri/comfyui-model-downloader) supports downloading models from Hugging Face and CivitAI. Download model files using the installed node.
+    In ComfyUI, open **Custom Node Manager** and install a custom node to download model files. For example, [ComfyUI Model Downloader](https://github.com/ciri/comfyui-model-downloader) supports Hugging Face and CivitAI. Download model files using the installed node.
 
     **Download directly to the container**
 

docs/marketplace/guides/publish-offer.md

@@ -131,7 +131,7 @@ If the offer supports both GPU-only and CPU-only engines, create at least one sl
         Complete the following fieds:
 
         - **Price**: Set the price in SPPI tokens for leasing the model and select the pricing type:
-            - **Fixed**: A one-time payment for each order, regardless of the lease duration.
+            - **Fixed**: A one-time payment for each <a id="order"><span className="dashed-underline">order</span></a>, regardless of the lease duration.
             - **Per Hour**: Payment is based on the number of hours the offer is leased.
         - **Disk**: Set the required disk space in gigabytes (GB). It should not be less than the sum of all model files.
         - **CPU RAM**: Set the required RAM in gigabytes (GB).

docs/marketplace/index.md

@@ -15,11 +15,11 @@ Super Protocol launched the first public release of Marketplace 2.0 on November
 - Support for Intel TDX and NVIDIA GPU confidential computing.
 - Ability to upload model files to the Super Cloud or personal Storj accounts.
 - AI model deployment using various <a id="engine"><span className="dashed-underline">engines</span></a> and settings.
+- Publishing <a id="offer"><span className="dashed-underline">offers</span></a> in the Marketplace from uploaded files.
 - Redesigned UI/UX.
 
 Upcoming features in the future development phases:
 
-- Publishing <a id="offer"><span className="dashed-underline">offers</span></a> in the Marketplace from uploaded files. Currently, publishing is limited to selected researchers, testers, and developers.
 - Fine-tuning models by creating new layers for base models.
 - Support for datasets.
 - Expanded model availability in the Marketplace.

docusaurus.config.js

@@ -76,6 +76,17 @@ const config = {
         rehypePlugins: [katex],
       },
     ],
+    [
+      "@docusaurus/plugin-content-docs",
+      {
+        id: "data-for-ai",
+        path: "./docs/data-for-ai",
+        routeBasePath: "/data-for-ai",
+        //sidebarPath: "./sidebars.js",
+        remarkPlugins: [math],
+        rehypePlugins: [katex],
+      },
+    ],
   ],
   presets: [
     [