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        <title><![CDATA[Stories by Codatta on Medium]]></title>
        <description><![CDATA[Stories by Codatta on Medium]]></description>
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            <title>Stories by Codatta on Medium</title>
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            <title><![CDATA[Codatta Integrates Chainlink CCIP to Enable Secure Cross-Chain XNY Transfers]]></title>
            <link>https://codatta.medium.com/codatta-integrates-chainlink-ccip-to-enable-secure-cross-chain-xny-transfers-87ae07160eb9?source=rss-5e9503d21a71------2</link>
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            <category><![CDATA[codatta]]></category>
            <category><![CDATA[partnerships]]></category>
            <category><![CDATA[chain-link]]></category>
            <dc:creator><![CDATA[Codatta]]></dc:creator>
            <pubDate>Tue, 09 Dec 2025 08:20:25 GMT</pubDate>
            <atom:updated>2025-12-09T08:20:25.358Z</atom:updated>
            <content:encoded><![CDATA[<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*mKHtm8XmK1NFY6u5_f2VBw.jpeg" /></figure><p>We’re excited to announce that Codatta has integrated Chainlink CCIP (Cross-Chain Interoperability Protocol) to enable secure, reliable, and native cross-chain transfers of XNY across Base and BNB Chain.</p><p>Chainlink CCIP is the industry standard for secure cross-chain communication. It supports arbitrary messaging, token transfer and programmable token transfer. By integrating CCIP, Codatta ensures that XNY can move across chains with the same security standards.</p><p>This integration marks a key milestone in Codatta’s multi-chain expansion and strengthens its long-term vision of building an open, verifiable knowledge infrastructure where human intelligence becomes onchain data assets accessible to both humans and AI agents across ecosystems.</p><h3>About Chainlink</h3><p>Chainlink is the industry-standard oracle platform bringing the capital markets onchain and powering the majority of decentralized finance (DeFi). The Chainlink stack provides the essential data, interoperability, compliance, and privacy standards needed to power advanced blockchain use cases for institutional tokenized assets, lending, payments, stablecoins, and more. Since inventing decentralized oracle networks, Chainlink has enabled tens of trillions in transaction value and now secures the vast majority of DeFi.</p><p>Many of the world’s largest financial services institutions have also adopted Chainlink’s standards and infrastructure, including Swift, Euroclear, Mastercard, Fidelity International, UBS, ANZ, and top protocols such as Aave, GMX, Lido, and many others. Chainlink leverages a novel fee model where offchain and onchain revenue from enterprise adoption is converted to LINK tokens and stored in a strategic <a href="https://blog.chain.link/chainlink-reserve-strategic-link-reserve/">Chainlink Reserve</a>. Learn more at <a href="https://chain.link/">chain.link</a>.</p><h3>About Codatta</h3><p>Codatta is an on-chain knowledge layer that assetifies human- and AI-produced data into ownable, tradable, revenue-sharing assets. It provides a data system (fingerprints, lineage, access control, privacy) and a royalty engine (licensing + automatic payouts), plus a network of human &amp; AI agents (identity, reputation) to source, label, validate, and evaluate data and AI systems.</p><p><em>Disclaimer:</em> <em>This announcement reflects a technical integration between Codatta and Chainlink CCIP. No token, trading, or investment-related information is implied or discussed.</em></p><h3>Explore More</h3><p>Learn more about Codatta through the links below. We’re excited to welcome you to the community and look forward to building and growing together.</p><p><a href="http://codatta.io/">Website</a> || <a href="https://x.com/codatta_io">X (Twitter)</a> || <a href="https://t.me/codatta_io">Telegram</a> || <a href="https://discord.gg/NydqmXNvrc">Discord</a> || <a href="https://bento.me/codatta">Links</a></p><img src="https://medium.com/_/stat?event=post.clientViewed&referrerSource=full_rss&postId=87ae07160eb9" width="1" height="1" alt="">]]></content:encoded>
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            <title><![CDATA[ Codatta Airdrop Season 2: Join the Physics Frontier Challenge & Claim Your Share of 1,000,000…]]></title>
            <link>https://codatta.medium.com/codatta-airdrop-season-2-join-the-physics-frontier-challenge-claim-your-share-of-1-000-000-5c5f29e42744?source=rss-5e9503d21a71------2</link>
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            <category><![CDATA[airdrop]]></category>
            <category><![CDATA[codatta]]></category>
            <category><![CDATA[physics]]></category>
            <category><![CDATA[rewards]]></category>
            <category><![CDATA[xny]]></category>
            <dc:creator><![CDATA[Codatta]]></dc:creator>
            <pubDate>Mon, 24 Nov 2025 09:13:00 GMT</pubDate>
            <atom:updated>2025-11-24T09:17:10.591Z</atom:updated>
            <content:encoded><![CDATA[<h3>🚀 Codatta Airdrop Season 2: Join the Physics Frontier Challenge &amp; Claim Your Share of 1,000,000 $XNY</h3><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*-rgmEb1bkSvmd8yR__DbYg.jpeg" /></figure><h3>Introduction</h3><p>We are thrilled to launch <strong>Codatta Airdrop Season 2: Physics Frontier Challenge</strong>, a critical mission dedicated to solving one of the most pressing bottlenecks in advanced AI: reliable physics reasoning. Our new mission expands the Knowledge Layer by collecting expert-verified data in Physics, Visual Perception, and Finance.</p><p><strong>Key Details</strong></p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*RX5z08MaJ_CPZP48MHoHEA.png" /></figure><h3>The Core Challenge — Advanced Physics Questions (0.9M $XNY)</h3><p>The primary focus of Season 2 is to tackle the knowledge bottleneck where state-of-the-art LLMs struggle with precision, calculation, and conceptual application of physics.</p><ul><li><strong>Frontier Name:</strong> Advanced Physics Questions</li><li><strong>Mission:</strong> Submit high-difficulty reasoning physics questions that current frontier LLMs fail to answer correctly, along with verifiable, detailed solutions.</li><li><strong>Eligibility:</strong> This mission targets certified physics experts, advanced learners, and contributors who can consistently provide S-Grade data. You will need to pass the <strong>Expert Verification</strong> before participating in this task.</li><li><strong>Reward Structure:</strong> <strong>0.9 Million $XNY</strong> is allocated to this exclusive pool. Each S-Grade submission that passes both the system rating and the three-expert manual audit will receive a substantial reward of <strong>2,500 $XNY</strong>.</li><li><strong>Quality Assurance:</strong> All submissions require a two-stage process: an initial system rating (S/A/B/C) followed by a final manual audit by our domain experts. Only submissions rated ‘S’ and approved by the auditors are eligible for the $XNY reward.</li></ul><h3>The Multi-Domain Expansion &amp; Leaderboard (0.1M $XNY)</h3><p>To ensure broad community participation and continued expansion of the Knowledge Layer, we have introduced two new Frontiers and a competitive Leaderboard challenge.</p><p><strong>A. New Frontiers for General Contribution:</strong></p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*CP3OPoGO7FR44eW7DY4wuA.png" /></figure><p><strong>B. The Diamond Leaderboard Challenge:</strong></p><p>A total of <strong>0.1 Million $XNY</strong> is reserved for the top contributors across all Frontier activities!</p><ul><li><strong>How to Compete:</strong> Earn <strong>Diamond Points</strong> by successfully completing tasks across all Frontiers (including social media tasks and high-quality submissions in the new Frontiers).</li><li><strong>Rewards:</strong> The top 50 users on the Diamond Leaderboard will share a pool of <strong>100,000 $XNY</strong>. Users ranked 51–500 will receive valuable <strong>Codatta Points (CP)</strong>, which contribute to their long-term standing in the ecosystem.</li></ul><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*vM0NbS7z-1ir6TrGwpGxAQ.png" /></figure><h3>How to Join</h3><ol><li><strong>Access:</strong> Head to the Codatta Season 2 Activity Page: <a href="https://app.codatta.io/app/airdrop">https://app.codatta.io/app/airdrop</a></li><li><strong>Engage:</strong> Complete the simple <strong>Social Media</strong> tasks (X, Telegram, Discord) to earn your first Diamonds for the leaderboard.</li><li><strong>Contribute:</strong> Select Frontiers, begin submitting data, and stack up your diamonds.</li></ol><p><strong>⚠️Important Notes on Rewards:</strong></p><ul><li><strong>Vesting:</strong> All $XNY rewards from both the Frontier Task Pool and the Leaderboard will be unlocked after a <strong>3-month vesting period</strong> following the activity conclusion.</li><li><strong>Distribution:</strong> Rewards will be distributed in a single batch after the activity ends and all audit and verification processes are complete.</li><li><strong>Quality:</strong> Only high-quality submissions will count towards the $XNY reward pool.</li></ul><p>Join the <strong>Physics Frontier Challenge</strong> today and help us fix AI’s most critical knowledge gaps!</p><h3>Explore More</h3><p>Learn more about Codatta through the links below. We’re excited to welcome you to the community and look forward to building and growing together.</p><p><a href="http://codatta.io/">Website</a> || <a href="https://x.com/codatta_io">X (Twitter)</a> || <a href="https://t.me/codatta_io">Telegram</a> || <a href="https://discord.gg/NydqmXNvrc">Discord</a> || <a href="https://bento.me/codatta">Links</a></p><img src="https://medium.com/_/stat?event=post.clientViewed&referrerSource=full_rss&postId=5c5f29e42744" width="1" height="1" alt="">]]></content:encoded>
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        <item>
            <title><![CDATA[Codatta Airdrop Season 1 Recap]]></title>
            <link>https://codatta.medium.com/codatta-airdrop-season-1-recap-87fe45abfd23?source=rss-5e9503d21a71------2</link>
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            <category><![CDATA[recaps]]></category>
            <category><![CDATA[codatta]]></category>
            <category><![CDATA[airdrop]]></category>
            <dc:creator><![CDATA[Codatta]]></dc:creator>
            <pubDate>Fri, 07 Nov 2025 08:10:11 GMT</pubDate>
            <atom:updated>2025-11-14T10:17:23.487Z</atom:updated>
            <content:encoded><![CDATA[<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*hoYKEVJ3XkJdMPBf08WeSQ.png" /></figure><p>Following our successful Binance Booster event, Codatta has now concluded the first season of our official Airdrop, “<strong>Season 1: Enter the Knowledge Layer.”</strong></p><p>This event was more than just data collection; it was a vital step in systematically exploring the limitations of Large Language Models (LLMs) to build the AI Knowledge Layer. We sincerely thank the <strong>10,255</strong> participants for their in-depth contributions.</p><h3>TL;DR:</h3><p>Here are the key outcomes and future plans from the event:</p><ul><li><strong>Massive Participation, Strict Filtering:</strong> 10,255 users submitted over 163,000 data entries. Our multi-layer review system (AI auto-review + expert human review) ensured high standards, resulting in 47,226 “Adopted” submissions, with 38,471 achieving the highest S-level rating.</li><li><strong>Successful Malicious Activity Detection:</strong> Our risk control system identified and blacklisted 7,749 malicious accounts, protecting data quality and ensuring fairness for all contributors.</li><li><strong>Upcoming Open-Source Contributions:</strong> Based on these results, we will <strong>open-source a new dataset of S-level LLM failure cases</strong> and <strong>expand our existing </strong><a href="https://huggingface.co/datasets/Codatta/MM-Food-100K"><strong>MM-Food-100K dataset</strong></a> on Hugging Face.</li></ul><h3>Event Vision: Exploring LLM Limitations to Build the Knowledge Layer</h3><p>The core vision for this event was to systematically explore the knowledge limitations of current Large Language Models (LLMs). Our goal was to collect the most critical and scarce data needed to build the AI Knowledge Layer.</p><p>To achieve this, our five tasks each had a specific focus:</p><ul><li><strong>Exploring LLM Limitations (Tasks 1–3):</strong> This was our top priority. We focused on systematically collecting AI “failure cases.” To ensure these errors were objective, we <strong>restricted the scope to objective questions with a single, standard answer</strong>, not subjective ones. This expert-validated, high-difficulty data is the most valuable “fuel” for training next-generation models.</li><li><strong>Expanding the Food Dataset (Task 4):</strong> This was a continuation of a successful past project. Our <a href="https://huggingface.co/datasets/Codatta/MM-Food-100K">MM-Food-100K dataset on Hugging Face</a> has already received over 1,000 downloads, so we decided to invest further in building this valuable public dataset with the community.</li><li><strong>Sourcing Data for Innovative AI Applications (Task 5):</strong> We directly support cutting-edge AI implementations. For example, the “Lifelog Canvas” task was designed to meet the needs of a paying client, building a highly customized, proprietary dataset for their innovative AI application.</li></ul><h3>Task Design for “Exploring LLM Limitations”</h3><p>To systematically capture LLM failures while balancing data quality with a low barrier to entry, we designed a tiered-difficulty system.</p><h4>Tiered Difficulty Design</h4><p>We broke this goal into three tasks of increasing difficulty:</p><ul><li><strong>Model Comparison (Low Difficulty): Find Conflicts</strong></li></ul><blockquote><em>You only needed to find cases where different LLMs gave conflicting answers to the same question. This proves at least one model is wrong, even if you don’t know the correct answer.</em></blockquote><ul><li><strong>Spot LLM’s Mistakes (Medium Difficulty): Find Errors</strong></li></ul><blockquote><em>You had to have a valid reason to believe a model’s answer was wrong. This is a step beyond finding conflicts.</em></blockquote><ul><li><strong>Correct LLM’s Mistakes (High Difficulty): Find and Correct</strong></li></ul><blockquote><em>This was our most valuable and difficult “Frontier Task.” You had to provide an objective question, screenshot evidence of the model’s wrong answer, and — most critically — the “gold standard” correct answer.</em></blockquote><h4>Strict Quality Assurance</h4><p>High-value data must be matched with high-standard verification.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*dQUI7BgssgRkMuiu92s9Hw.png" /></figure><p><strong>AI Auto-Review:</strong> This provided the initial D-to-S grade. For example, here are the grading criteria for “Correct LLM’s Mistakes”:</p><ul><li><strong>D:</strong> The submitted answer text severely mismatches the screenshot content, or the submission contains invalid information like gibberish, ads, etc.</li><li><strong>C:</strong> The submitted question is subjective (e.g., seeking opinions or suggestions) rather than an objective question with a single standard answer.</li><li><strong>B:</strong> The model’s answer is already mostly correct, and your provided ‘correct answer’ has no substantial difference from it (e.g., only fixing format, units, or wording).</li><li><strong>A:</strong> The ‘correct answer’ you provided is partially correct but is incomplete or fails to fully address the core of the question.</li><li><strong>S:</strong> The model’s answer contains a critical error, and the ‘correct answer’ you provided accurately and completely corrects it.</li></ul><p><strong>Expert Review:</strong> This was our core defense. Even if a submission received an S-level grade from AI, it still had to pass a final review by our human experts. Any non-compliant submission was downgraded to ensure incentives only went to genuine, high-quality contributions.</p><h3>Event Data Analysis</h3><h4>Data Overview</h4><ul><li><strong>Total Participants:</strong> 10,255</li><li><strong>Total Submissions:</strong> 162,977 (~163k)</li><li><strong>Adopted Submissions:</strong> 47,226 (29.0% Adoption Rate)</li><li><strong>S-Level Submissions:</strong> 38,471 (23.6% S-Level Rate)</li></ul><h4>Task Data Details</h4><p>The table below shows the performance of the five tasks. Note the significant difference between submission counts (sub_cnt) and S-level ratings (level_s_cnt).</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*gnH7I7RITFzwy8JGBofdOA.png" /></figure><p>The data reveals two interesting insights:</p><p><strong>Highest Difficulty Task (Correct LLM’s Mistakes):</strong></p><ul><li><strong>Phenomenon:</strong> This task offered the highest incentives and attracted the most participants (8,488), generating 39,205 submissions.</li><li><strong>Result:</strong> Due to its extremely high professional requirements and strict expert review, only <strong>868</strong> submissions were rated S-level (a <strong>2.2%</strong> S-level rate).</li><li><strong>Conclusion:</strong> This aligns perfectly with our design. It proves that expert-level knowledge capable of providing “gold standard” answers is extremely scarce, and our mechanism successfully identified it.</li></ul><p><strong>Lowest Difficulty Task (Food Science):</strong></p><ul><li><strong>Phenomenon:</strong> This task had the lowest difficulty, also attracted a large number of participants (7,947), and generated <strong>92,090</strong> submissions .</li><li><strong>Result:</strong> It produced <strong>35,832</strong> S-level submissions (a <strong>38.9%</strong> S-level rate).</li><li><strong>Conclusion:</strong> This provided strong support for our goal of rapidly expanding the Food dataset and, by contrast, highlights the extremely high bar for LLM correction tasks.</li></ul><h4>Good Cases</h4><p>The two cases below show incorrect answers from GPT and Doubao, along with the correct answers. We encourage you to try them. The models’ answers are “hallucinations” that seem plausible but are entirely wrong. The contributors’ correct answers and derivations are the “gold standard” data that AI truly needs for iteration.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*q7hDUdR0ghlzpcEILH0jHw.png" /></figure><h4>Malicious Activity Report</h4><p>We encountered significant malicious activity during the event. To ensure fairness, our expert reviewers were extremely strict. The table below shows the distribution of users by malicious behavior type.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*on7RIhiZDpyVOUbvlSRYnA.png" /></figure><p>Examples of Malicious Submission:</p><ol><li><strong>Fabricated Screenshots</strong></li></ol><figure><img alt="" src="https://cdn-images-1.medium.com/max/1000/1*kl2U3r61Fp85c7GlA5SMew.png" /></figure><figure><img alt="" src="https://cdn-images-1.medium.com/max/500/1*qQBzHx-Hy_m40C86nLHw8g.png" /></figure><p><strong>2. Invalid Questions (Subjective, no single standard answer)</strong></p><ul><li>Which is more efficient for acquiring new customers: Mobile Ads (CPC Rp500, CR 1.5%) or Desktop Ads (CPC Rp1,500, CR 3.0%)?</li><li>What challenges does scalability face?</li><li>What are the risks of altcoins?</li><li>How do smart contracts affect decentralization?</li></ul><h3>What’s Next: Open-Sourcing Our Findings</h3><p>Data creates the most value when it is used. Based on the results of Season 1, we will immediately begin the following:</p><ul><li><strong>Open-Sourcing LLM Limitations Data:</strong> We are currently cleaning and preparing the S-level LLM failure cases we collected (like the financial math problem above). We will open-source this dataset soon to provide AI developers and researchers with valuable, high-difficulty data for training and evaluation.</li><li><strong>Expanding the Food Dataset:</strong> We will merge the 36,000 S-level “Food Science” submissions into our existing MM-Food-100K dataset and release a new, larger, and more comprehensive version on Hugging Face.</li></ul><h3>Future Events</h3><p>Codatta Season 1 is just the beginning. Our journey is to build an ecosystem where knowledge contributors receive fair returns.</p><ul><li><strong>Airdrop Season 2:</strong> Coming soon! We will introduce new task types, optimized incentive mechanisms, and even more refined quality controls.</li><li><strong>Codatta Mobile App:</strong> A new mobile app is in development and expected to launch within the next three months. It will provide a more seamless and accessible experience for data contribution and model evaluation.</li></ul><p>Thank you again to all our contributors. You didn’t just submit data; you helped validate a new model centered on quality. We look forward to having you join us again as we build the future of AI knowledge.</p><h3>Explore More</h3><p>Learn more about Codatta through the links below. We’re excited to welcome you to the community and look forward to building and growing together.</p><p><a href="http://codatta.io/">Website</a> || <a href="https://x.com/codatta_io">X (Twitter)</a> || <a href="https://t.me/codatta_io">Telegram</a> || <a href="https://discord.gg/NydqmXNvrc">Discord</a> || <a href="https://bento.me/codatta">Links</a></p><img src="https://medium.com/_/stat?event=post.clientViewed&referrerSource=full_rss&postId=87fe45abfd23" width="1" height="1" alt="">]]></content:encoded>
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            <title><![CDATA[ Codatta Airdrop Season 1 Challenge Is Live with 2,500,000 $XNY in Rewards!]]></title>
            <link>https://codatta.medium.com/codatta-airdrop-season-1-challenge-is-live-with-2-500-000-xny-in-rewards-b87e4236d522?source=rss-5e9503d21a71------2</link>
            <guid isPermaLink="false">https://medium.com/p/b87e4236d522</guid>
            <category><![CDATA[airdrop]]></category>
            <category><![CDATA[xny]]></category>
            <category><![CDATA[codatta]]></category>
            <dc:creator><![CDATA[Codatta]]></dc:creator>
            <pubDate>Mon, 13 Oct 2025 09:48:04 GMT</pubDate>
            <atom:updated>2025-10-13T09:48:04.555Z</atom:updated>
            <content:encoded><![CDATA[<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*VH_KnXYb7krRrPPRxBAMbg.png" /></figure><h3>What’s the Mission?</h3><p>Following the tremendous participation in our Booster campaign with Binance Wallet, Codatta is proud to unveil a new <strong>series of Airdrop events</strong> that invite the community to build the most valuable <strong>Knowledge Layer</strong> in Web3.</p><p>Each campaign will focus on a different domain, offering rewards in $XNY tokens, Codatta Points, and leaderboard status to contributors who submit <strong>high-quality, verifiable data</strong>. It’s a call to all curious minds to co-create the <strong>next generation of AI knowledge infrastructure</strong>.</p><p>Modern AI models seem powerful — but how well do they <em>actually</em> understand the world? In <strong>Season 1</strong>, we’re calling on domain experts, AI skeptics, and curious thinkers to push today’s frontier by submitting questions and challenges that reveal the <strong>blind spots of large language models</strong>.</p><p>Whether you’re a researcher, developer, medical expert, or food scientist — <strong>this is your time to test the machines</strong>.</p><h3>Airdrop Season 1 Overview</h3><p><strong>Theme:</strong> Enter the Knowledge Layer: Mapping the Edge of AI Knowledge</p><p><strong>Timeline:</strong> 9:00 UTC, Oct 13 — 9:00 UTC, Oct 27</p><p><strong>Total Rewards:</strong> 2.5M $XNY + 14M Codatta Points</p><h3>Reward Breakdown</h3><h4>1. Frontier Task Rewards: 1.5M $XNY</h4><p>The core of this season is the <strong>submission of high-quality, objective challenges that expose AI limitations</strong>. There are three dedicated “Frontier Activity” tasks with specific reward pools.</p><p><strong>Language Requirement: </strong>Since LLMs are primarily trained on English data, all questions and answers for LLM-related tasks should be submitted in English.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*LTpr6KcusoA4VDU0QcD7Lg.png" /></figure><p>For these three Frontier Activities, your objectives and tasks are as follows:</p><p><strong>Frontier 1: Model Comparison</strong></p><ul><li><strong>Objective:</strong> Objectively compare AI models.</li><li><strong>Task:</strong> Submit 1) An objective question. 2) Two different answers from two AI models (text + screenshot for each). 3) The correct answer you believe is right (optional).</li></ul><p><strong>Frontier 2: Spot LLM’s Mistakes</strong></p><ul><li><strong>Objective:</strong> Identify and analyze failure cases in advanced LLMs.</li><li><strong>Task: </strong>Submit 1) An objective question. 2) An incorrect answer from an AI model (text + screenshot). 3) Your detailed analysis of the error, pointing out “where the model went wrong” and “why.”</li></ul><p><strong>Frontier 3: Correct LLM’s Mistakes</strong></p><ul><li><strong>Objective:</strong> Discover and correct specific errors made by large models.</li><li><strong>Task:</strong> Submit 1) An objective question. 2) An incorrect answer from an AI model (text + screenshot). 3) The standard answer you directly provide (to serve as a ‘gold standard’).</li></ul><p><strong>💰 Reward Mechanism</strong></p><ul><li><strong>Eligibility:</strong> Only submissions that receive an initial <strong>S-level</strong> rating are eligible.</li><li><strong>Expert Audit:</strong> All S-level submissions will undergo an expert manual audit by Codatta Platform. Submissions that do not meet the final criteria will be downgraded and will <strong>not</strong> receive $XNY rewards.</li><li><strong>Reward Amount:</strong> The $XNY reward for each S-level submission is fixed per task (e.g., 150 XNY for a Model Comparison S-rated submission).</li><li><strong>Reward Distribution:</strong> Rewards for each Frontier are distributed on a <strong>first-come, first-served</strong> basis. Once the S-Level submission cap is reached, no further rewards will be granted under that Frontier — so submit early! The total reward pool for each task is distributed after the event ends.</li></ul><h4>2. Leaderboard Rewards: 1M $XNY +14M Codatta Points</h4><p>Submit data to all 5 data Frontiers featured in this event. You’ll get event diamonds every time you make a qualified submission.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*W9-M8kbFoX0bshQeecq7aA.png" /></figure><p>Rank in the <strong>Top 100 Diamond Scorers</strong> and win <strong>$XNY rewards</strong>:</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*4OPwVKYu-rJEud90K9UR5w.png" /></figure><p>Ranks 101–1000 will earn <strong>Codatta Points:</strong></p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*qEXFTYOe1lCosiHfBBWsDQ.png" /></figure><p><strong>📒 Leaderboard Rules and Submission Evaluation</strong></p><p>Submissions are evaluated from D to S grade. You get leaderboard diamonds only if your submission hits <strong>S or A</strong> level, so <strong>focus on submitting high-quality data.</strong></p><p><strong><em>Remember: </em></strong><em>Submission ratings are double-checked by domain experts for quality control, </em><strong><em>so your rating might change during the event. Please check your final submission ratings at the end of the event.</em></strong></p><h3>When Do I Get My Rewards?</h3><p>All rewards will be <strong>distributed after the campaign ends</strong> via reward claim (activity rewards) and leaderboard snapshot (rank rewards).</p><p>Ready to Challenge the Machines?</p><p>Join the mission: <a href="https://codatta.io/app/airdrop">https://codatta.io/app/airdrop</a></p><p>Bring your toughest questions. Expose the gaps in the machines. Earn your share of <strong>2.5M $XNY</strong>.</p><h3>Explore More</h3><p>Learn more about Codatta through the links below. We’re excited to welcome you to the community and look forward to building and growing together.</p><p><a href="http://codatta.io/">Website</a> || <a href="https://x.com/codatta_io">X (Twitter)</a> || <a href="https://t.me/codatta_io">Telegram</a> || <a href="https://discord.gg/NydqmXNvrc">Discord</a> || <a href="https://bento.me/codatta">Links</a></p><img src="https://medium.com/_/stat?event=post.clientViewed&referrerSource=full_rss&postId=b87e4236d522" width="1" height="1" alt="">]]></content:encoded>
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            <title><![CDATA[Codatta Booster Program Week 4 of Season 3 is Here!]]></title>
            <link>https://codatta.medium.com/codatta-booster-program-week-4-of-season-3-is-here-48b635262215?source=rss-5e9503d21a71------2</link>
            <guid isPermaLink="false">https://medium.com/p/48b635262215</guid>
            <category><![CDATA[binance]]></category>
            <category><![CDATA[airdrop]]></category>
            <category><![CDATA[codatta]]></category>
            <category><![CDATA[rewards]]></category>
            <category><![CDATA[booster]]></category>
            <dc:creator><![CDATA[Codatta]]></dc:creator>
            <pubDate>Fri, 26 Sep 2025 06:14:28 GMT</pubDate>
            <atom:updated>2025-09-26T06:14:28.432Z</atom:updated>
            <content:encoded><![CDATA[<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*KYlzWCVyMlJrJD2bRGR9Wg.jpeg" /></figure><h3>Season 3 Week 4 Overview</h3><p>We’ve reached the final stage of Season 3 — Week 12 of the Codatta Booster Program!</p><p>This week’s tasks focus on AI fact validation, robotics, CEX data, and community building, giving contributors the chance to leave their mark on the Booster journey.</p><h4><strong>🪙 Campaign Overview</strong></h4><ul><li>Reward Pool: 50,000,000 $XNY (tokens earned from this Booster Campaign are subject to a lock-up period)</li><li>Eligibility: Binance Keyless Wallet users with Alpha Points ≥ 61</li><li>Access: Binance Wallet App → Discover → Booster tab or Homepage banner</li><li>Starting Time: 2025–09–26 7:00 AM UTC</li></ul><h3><strong>This Week’s Focus</strong></h3><p>Link Email | AI Fact Validation | Food Annotation | Robotics | CEX Deposit &amp; Withdrawal Data | Join Community</p><h4><strong>📩 Link Your Email to Codatta</strong></h4><p>Begin your journey by linking your email with Codatta.</p><p>This step secures your participation and enables reward tracking across all tasks.</p><h4><strong>🧠 Find the AI’s Factual Mistake</strong></h4><p>Help improve AI reliability by identifying factual errors.</p><p>Submit clear Q&amp;A pairs where AI responses are incorrect, with supporting screenshots.</p><p>Your contributions strengthen the truthfulness of future models.</p><h4><strong>🍲 Upload &amp; Annotate Food Images</strong></h4><p>Upload photos of prepared food (homemade or restaurant meals) and add detailed annotations.</p><p>⚠️ Note: Raw ingredients and packaged products are not eligible. Only approved uploads qualify for rewards.</p><h4><strong>🤖 Annotate Robotics Data</strong></h4><p>Boost the future of robotics by labeling interaction images.</p><p>Identify whether a robotic arm is interacting with an object, and mark its position in each image.</p><p>These annotations will help train robots for real-world tasks.</p><h4><strong>🏦 Contribute CEX Deposit Data</strong></h4><p>Support Web3 intelligence by submitting valid CEX deposit records with details such as:</p><ul><li>Exchange name</li><li>Blockchain</li><li>Token/currency</li><li>Deposit address in image</li></ul><h4><strong>📤 Contribute CEX Withdrawal Data</strong></h4><p>Strengthen decentralized data infrastructure with valid withdrawal records.</p><p>Annotate:</p><ul><li>Exchange name</li><li>Blockchain</li><li>Currency</li><li>Withdrawal Txid in screenshot</li></ul><h4><strong>👥 Join the Telegram Community</strong></h4><p>Tasks aren’t just about data — they’re about collaboration.</p><p>Join the Codatta Telegram Community to connect with other contributors, share insights, and stay updated.</p><h3><strong>Season 3 Week 4 Task List &amp; Rewards Breakdown</strong></h3><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*rRib4_SNHkoopaHdhj7hAw.png" /></figure><ul><li>All submissions must be approved by the Codatta system.</li><li>Click the “Verify” button on each task page to claim rewards.</li><li>Rewards are cumulative — the more tasks you complete, the more $XNY you earn.</li></ul><h3>Join Now</h3><p>Week 4 is the grand finale of Season 3, marking a milestone in Codatta’s mission:</p><ul><li>From AI truth-checking to robotics data</li><li>From food and finance annotations to blockchain-verified contributions</li><li>From individual tasks to a thriving global community</li></ul><p>Every contribution this week helps build a smarter, more transparent, and decentralized AI ecosystem.</p><p>⚡️ Start your final mission in Season 3 and make your mark with Codatta:</p><p>👉<a href="https://app.codatta.io/"> https://app.codatta.io/</a></p><h3>FAQs</h3><h4>Eligibility</h4><p><strong>Q: I have a standard Binance Wallet, not a Keyless Wallet. Am I still eligible? If not, how do I get a Binance Keyless Wallet and transfer my alpha points?</strong><br> <strong>A:</strong> Only Binance Keyless Wallet users are eligible to participate in this campaign and receive rewards.<br>The good news is you can easily create a Keyless Wallet within your Binance Web3 Wallet app. Once created, your Alpha Points will automatically sync to the new Keyless Wallet — no manual transfer needed.</p><p><strong>Q: How can I check my current Alpha Points balance? Where do I earn these points?<br></strong> <strong>A:</strong> Open your Binance Web3 Wallet app and tap on the “Alpha” button on the homepage. Your current Alpha Points balance will be displayed at the top.<br>Alpha Points are earned based on the sum of your assets balance and Alpha token purchase volume on Binance exchange and Binance Wallet (keyless address). Please note that selling Alpha tokens do not contribute to Alpha Points at this stage.</p><p><strong>Q: If I meet the 61 Alpha Points requirement after the campaign starts or mid-season, am I still eligible for earlier tasks?<br></strong> <strong>A:</strong> Once you meet the Alpha Points requirement, you’ll become eligible to participate in the campaign and complete available tasks.<br>However, missed time-sensitive tasks cannot be retroactively completed, so we recommend reaching the requirement as early as possible.</p><h4>Task Completion</h4><p><strong>Q: How do I know if my task has been successfully verified?<br></strong> <strong>A:</strong> After clicking the “Verify” button, a success message will appear if the task is verified. If verification fails, you can try again after checking the requirements.</p><p><strong>Q: How long does task verification take?<br>A:</strong></p><ul><li>Most tasks are verified <strong>instantly (within seconds)</strong>.</li><li><strong>Annotation tasks</strong> may sometimes take <strong>up to 15 minutes</strong> for approval. Once approved, the corresponding task can be verified within seconds.</li></ul><h4>Reward Distribution</h4><p><strong>Q: When will $XNY rewards for the Codatta Booster Campaign be distributed? What‘s the vesting schedule or lock-up?<br></strong> <strong>A:</strong></p><ul><li>Rewards for Weeks 1–2 (season 1): distributed <strong>at TGE</strong> (Token Generation Event).</li><li>Rewards for Weeks 3–4 (season 1): distributed <strong>30 days after TGE</strong></li><li>Rewards for Weeks 5–8 (season 2 weeks 1–4): distributed <strong>60 days after TGE</strong></li><li>Rewards for Weeks 9–12 (season 3 weeks 1–4): distributed <strong>120 days after TGE</strong></li></ul><p><strong>Q: How will I receive my rewards?<br>A:</strong> You will need to manually claim your rewards through the <strong>Binance Wallet campaign interface</strong> before the specified deadline, details will be announced soon.</p><p><strong>Q: If more people complete a task than the cap allows, how are winners selected for “equal split” rewards?<br>A:</strong> Each task has a cap on the number of winners. If the number of eligible participants exceeds the cap, rewards will be distributed based on a first-come, first-served basis.<br>Those who qualify within the cap will receive an equal share of the reward pool for that task.</p><p><strong>Q: What actions are considered fraudulent and could lead to disqualification?<br>A:</strong> The following behaviors are strictly prohibited and may lead to <strong>disqualification and banning</strong> from the campaign:</p><ul><li>Sybil attacks (using multiple identities)</li><li>Irrelevant image uploads or annotations</li><li>Automated or bot-driven activity</li></ul><h4>Others</h4><p><strong>Q: How can I get help or ask questions about the campaign?<br>A: </strong>Join our<a href="https://t.me/codatta_io"> official Telegram group</a> and post under the dedicated <a href="https://t.me/codatta_io/84215">campaign topic</a>.We’re here to help — don’t hesitate to reach out!</p><h3>Explore More</h3><p>Learn more about Codatta through the links below. We’re excited to welcome you to the community and look forward to building and growing together.</p><p><a href="http://codatta.io">Website</a> || <a href="https://x.com/codatta_io">X (Twitter)</a> || <a href="https://t.me/codatta_io">Telegram</a> || <a href="https://discord.gg/NydqmXNvrc">Discord</a> || <a href="https://bento.me/codatta">Links</a></p><img src="https://medium.com/_/stat?event=post.clientViewed&referrerSource=full_rss&postId=48b635262215" width="1" height="1" alt="">]]></content:encoded>
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            <title><![CDATA[Codatta Booster Program Week 3 of Season 3 is Here!]]></title>
            <link>https://codatta.medium.com/codatta-booster-program-week-3-of-season-3-is-here-f9f83d83d1ba?source=rss-5e9503d21a71------2</link>
            <guid isPermaLink="false">https://medium.com/p/f9f83d83d1ba</guid>
            <category><![CDATA[codatta]]></category>
            <category><![CDATA[booster]]></category>
            <category><![CDATA[rewards]]></category>
            <category><![CDATA[airdrop]]></category>
            <category><![CDATA[binance]]></category>
            <dc:creator><![CDATA[Codatta]]></dc:creator>
            <pubDate>Fri, 12 Sep 2025 06:25:00 GMT</pubDate>
            <atom:updated>2025-09-15T03:20:20.988Z</atom:updated>
            <content:encoded><![CDATA[<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*ucTYx0y0GD_h_m52wYI4Wg.jpeg" /></figure><h3>Season 3 Week 3 Overview</h3><p>Codatta Booster Program enters Week 3 with upgraded challenges and deeper impact. This week’s tasks span from cross-model comparisons to robotics and crypto data, giving every contributor the chance to push AI knowledge into new frontiers.</p><h3>🪙 Campaign Summary</h3><ul><li><strong>Reward Pool:</strong> 50,000,000 $XNY <em>(</em><strong><em>tokens earned from this Booster Campaign are subject to a lock-up period</em></strong><em>)<br></em><strong>Eligibility:</strong> Binance Keyless Wallet users with Alpha Points ≥ 61</li><li><strong>Access:</strong> Binance Wallet App → Discover → Booster tab or Homepage banner</li><li><strong>Starting Time:</strong> 2025–09–12 7:00 AM UTC</li></ul><h3>🔍 This Week’s Focus</h3><p>Model Comparison | Food Image Annotation | Robotics | CEX Deposit &amp; Withdrawal Data | Appliance Knobs | Verify CEX Deposit Data Footprint</p><h4>📝 Complete Model Comparison Challenge</h4><p>Kick off Week 3 with a cross-model evaluation designed to test AI understanding.<br>Submit objective English Q&amp;A items that produce inconsistent answers between <strong>ChatGPT-4o</strong> and <strong>Qwen-3</strong>, along with screenshots.<br>Your results help advance AI reasoning and support high-value annotation projects in future campaigns.</p><h4>🍲 Upload &amp; Annotate Food Images</h4><p>Contribute to AI’s understanding of ready-to-eat meals.<br>Upload and annotate images of homemade or restaurant-prepared food.</p><p>⚠️ <strong>Note:</strong> Raw ingredients and packaged products are excluded. Only approved submissions qualify for rewards.</p><h4>🤖 Robotics Interaction Annotation</h4><p>Enhance robotic intelligence by labeling interaction data.<br>Identify whether a robotic arm is interacting with an object and mark its position in each image.<br>These annotations support improved robot training and real-world applications.</p><h4>🏦 CEX Deposit Data Contribution</h4><p>Support decentralized crypto intelligence by submitting <strong>valid CEX deposit records</strong>.<br>Annotate essential details:</p><ul><li>Exchange name</li><li>Blockchain</li><li>Token/currency</li><li>Deposit address in screenshot</li></ul><h4><strong>📤 CEX Withdrawal Data Contribution</strong></h4><p>Expand Web3 infrastructure knowledge by contributing <strong>CEX withdrawal records</strong>.<br>Upload valid transactions and annotate:</p><ul><li>Exchange name</li><li>Blockchain</li><li>Currency</li><li>Withdrawal Txid in screenshot</li></ul><h4>🔘 Appliance Knob Image Labeling</h4><p>Step into IoT annotation!<br>Upload <strong>two photos</strong> (front-view + side-view) of a kitchen appliance knob and label:</p><ul><li>Appliance type</li><li>Pointer reading type</li><li>Pointer reading value</li></ul><p>These annotations help train AI for smarter home device control.</p><h4>🌀 Verify CEX Deposit Data Footprint</h4><p>Secure your submitted CEX deposit data on-chain.<br>Compare the unique fingerprint generated from your local JSON &amp; data info with its immutable blockchain record to confirm data integrity, tamper-proof verification and ownership claims.</p><h3><strong>Week 3 Task List &amp; Rewards Breakdown</strong></h3><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*Jr6NcwYXDmMuOxDPZMV5mw.png" /></figure><h4>📌 Note:</h4><ul><li>All annotation tasks must be approved by the Codatta system to qualify.</li><li>You must click the “Verify” button on the task page to verify each task to earn your rewards.</li><li>Rewards are cumulative — complete more tasks to earn more.</li></ul><h3>✨ Why Season 3 Week 3 Matters</h3><p>Week 3 represents the next stage of <strong>Codatta’s evolution</strong>:</p><ul><li>From model evaluation to cross-domain annotation</li><li>From food and robotics data to real-world crypto intelligence</li><li>From simple labeling to blockchain-verified contributions</li></ul><p>Every validated submission contributes to:</p><ul><li>Expanding the AI knowledge base across multiple domains</li><li>Ensuring better annotation-task matching for future contributors</li><li>Building a smarter, decentralized AI infrastructure</li></ul><p><strong>Earn more $XNY tokens by annotating data on our desktop site: </strong><a href="https://app.codatta.io/">https://app.codatta.io</a></p><h3>FAQs</h3><h4>Eligibility</h4><p><strong>Q: I have a standard Binance Wallet, not a Keyless Wallet. Am I still eligible? If not, how do I get a Binance Keyless Wallet and transfer my alpha points?</strong><br> <strong>A:</strong> Only Binance Keyless Wallet users are eligible to participate in this campaign and receive rewards.<br>The good news is you can easily create a Keyless Wallet within your Binance Web3 Wallet app. Once created, your Alpha Points will automatically sync to the new Keyless Wallet — no manual transfer needed.</p><p><strong>Q: How can I check my current Alpha Points balance? Where do I earn these points?<br></strong> <strong>A:</strong> Open your Binance Web3 Wallet app and tap on the “Alpha” button on the homepage. Your current Alpha Points balance will be displayed at the top.<br>Alpha Points are earned based on the sum of your assets balance and Alpha token purchase volume on Binance exchange and Binance Wallet (keyless address). Please note that selling Alpha tokens do not contribute to Alpha Points at this stage.</p><p><strong>Q: If I meet the 61 Alpha Points requirement after the campaign starts or mid-season, am I still eligible for earlier tasks?<br></strong> <strong>A:</strong> Once you meet the Alpha Points requirement, you’ll become eligible to participate in the campaign and complete available tasks.<br>However, missed time-sensitive tasks cannot be retroactively completed, so we recommend reaching the requirement as early as possible.</p><h4>Task Completion</h4><p><strong>Q: How do I know if my task has been successfully verified?<br></strong> <strong>A:</strong> After clicking the “Verify” button, a success message will appear if the task is verified. If verification fails, you can try again after checking the requirements.</p><p><strong>Q: How long does task verification take?<br>A:</strong></p><ul><li>Most tasks are verified <strong>instantly (within seconds)</strong>.</li><li><strong>Annotation tasks</strong> may sometimes take <strong>up to 15 minutes</strong> for approval. Once approved, the corresponding task can be verified within seconds.</li></ul><h4>Reward Distribution</h4><p><strong>Q: When will $XNY rewards for the Codatta Booster Campaign be distributed? What‘s the vesting schedule or lock-up?<br></strong> <strong>A:</strong></p><ul><li>Rewards for Weeks 1–2 (season 1): distributed <strong>at TGE</strong> (Token Generation Event).</li><li>Rewards for Weeks 3–4 (season 1): distributed <strong>30 days after TGE</strong></li><li>Rewards for Weeks 5–8 (season 2 weeks 1–4): distributed <strong>60 days after TGE</strong></li><li>Rewards for Weeks 9–12 (season 3 weeks 1–4): distributed <strong>120 days after TGE</strong></li></ul><p><strong>Q: How will I receive my rewards?<br>A:</strong> You will need to manually claim your rewards through the <strong>Binance Wallet campaign interface</strong> before the specified deadline, details will be announced soon.</p><p><strong>Q: If more people complete a task than the cap allows, how are winners selected for “equal split” rewards?<br>A:</strong> Each task has a cap on the number of winners. If the number of eligible participants exceeds the cap, rewards will be distributed based on a first-come, first-served basis.<br>Those who qualify within the cap will receive an equal share of the reward pool for that task.</p><p><strong>Q: What actions are considered fraudulent and could lead to disqualification?<br>A:</strong> The following behaviors are strictly prohibited and may lead to <strong>disqualification and banning</strong> from the campaign:</p><ul><li>Sybil attacks (using multiple identities)</li><li>Irrelevant image uploads or annotations</li><li>Automated or bot-driven activity</li></ul><h4>Others</h4><p><strong>Q: How can I get help or ask questions about the campaign?<br>A: </strong>Join our<a href="https://t.me/codatta_io"> official Telegram group</a> and post under the dedicated <a href="https://t.me/codatta_io/84215">campaign topic</a>.We’re here to help — don’t hesitate to reach out!</p><h3>Explore More</h3><p>Learn more about Codatta through the links below. We’re excited to welcome you to the community and look forward to building and growing together.</p><p><a href="http://codatta.io">Website</a> || <a href="https://x.com/codatta_io">X (Twitter)</a> || <a href="https://t.me/codatta_io">Telegram</a> || <a href="https://discord.gg/NydqmXNvrc">Discord</a> || <a href="https://bento.me/codatta">Links</a></p><img src="https://medium.com/_/stat?event=post.clientViewed&referrerSource=full_rss&postId=f9f83d83d1ba" width="1" height="1" alt="">]]></content:encoded>
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            <title><![CDATA[Codatta Booster Campaign Week 2 of Season 3 is Here!]]></title>
            <link>https://codatta.medium.com/codatta-booster-campaign-week-2-of-season-3-is-here-ac5cb21a3e18?source=rss-5e9503d21a71------2</link>
            <guid isPermaLink="false">https://medium.com/p/ac5cb21a3e18</guid>
            <dc:creator><![CDATA[Codatta]]></dc:creator>
            <pubDate>Fri, 05 Sep 2025 06:31:37 GMT</pubDate>
            <atom:updated>2025-09-05T06:31:37.965Z</atom:updated>
            <content:encoded><![CDATA[<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*bDdGzI7AAQRfVORdeKz39g.png" /></figure><h3>Season 3 Week 2 Overview</h3><p>We’re back with <strong>Week 2 of the Codatta Booster Airdrop Campaign</strong>, bringing fresh tasks and a stronger focus on <strong>Knowledge &amp; Data Across Life, Robotics &amp; Crypto</strong> 🌐.</p><p>This week, you’ll do more than just annotate images — you’ll complete knowledge assessments, contribute valuable Web3 data, and push AI’s understanding further across domains.</p><p>Every approved submission — from passing the knowledge test to labeling robotics data or uploading appliance knob photos — not only earns you rewards but also helps <strong>expand the decentralized knowledge layer of AI</strong>.</p><h3>🪙 Campaign Summary</h3><ul><li><strong>Reward Pool:</strong> 50,000,000 $XNY <em>(</em><strong><em>tokens earned from this Booster Campaign are subject to a lock-up period</em></strong><em>)<br></em><strong>Eligibility:</strong> Binance Keyless Wallet users with Alpha Points ≥ 61</li><li><strong>Access:</strong> Binance Wallet App → Discover → Booster tab or Homepage banner</li><li><strong>Starting Time:</strong> 2025–09–05 7:00 AM UTC</li></ul><h3>🔍 This Week’s Focus</h3><p>Knowledge Assessment | Food Image Annotation | Robotics | CEX Data | IoT Appliance Knobs</p><h4><strong>📝 Annotator Knowledge Test</strong></h4><p>Kick off Week 2 with a multiple-choice <strong>knowledge assessment</strong> designed to evaluate your expertise across fields.<br>Your results will help match you with <strong>advanced, high-value annotation projects</strong> in future campaigns.</p><h4>🍲 Food Image Annotation</h4><p>Contribute to AI’s ability to understand everyday meals.<br>Upload and annotate <strong>ready-to-eat food images</strong> — homemade or restaurant-prepared.</p><p>⚠️ <strong>Note:</strong> Raw ingredients and packaged products are excluded. Only approved submissions qualify for rewards.</p><h4>🤖 Robotics Interaction Annotation</h4><p>Help robots learn how to interact more precisely with their environment.<br>Annotate robotic arm data by identifying <strong>whether it’s interacting with an object</strong> and <strong>mark its position</strong> in the image.<br>Each annotation enhances robot training for real-world applications.</p><h4>🏦 CEX Deposit Data Contribution</h4><p>Support decentralized crypto intelligence by submitting <strong>valid CEX deposit records</strong>.<br>Annotate essential details:</p><ul><li>Exchange name</li><li>Blockchain</li><li>Token/currency</li><li>Deposit address in screenshot</li></ul><h4>📤 CEX Withdrawal Data Contribution</h4><p>Expand Web3 infrastructure knowledge by contributing <strong>CEX withdrawal data</strong>.<br>Upload valid transaction details and annotate:</p><ul><li>Exchange name</li><li>Blockchain</li><li>Currency</li><li>Withdrawal Txid in screenshot</li></ul><h4><strong>🔘 Appliance Knob Image Labeling</strong></h4><p>Step into <strong>IoT annotation</strong>!<br>Upload two photos (front-view + side-view) of a <strong>kitchen appliance knob</strong>.<br>Then label:</p><ul><li>Appliance type</li><li>Pointer reading type</li><li>Pointer value</li></ul><p>These annotations will help train AI for <strong>smarter home device control</strong>.</p><p><strong>✅ Week 2 Task List &amp; Rewards Breakdown</strong></p><ul><li>All tasks must be <strong>approved by the Codatta system</strong> to qualify.</li><li>You must click the <strong>“Verify” button</strong> on each task page to claim rewards.</li><li>Rewards are <strong>cumulative</strong> — complete more tasks, earn more $XNY.</li></ul><p>⚡️ Unlock new annotation tasks &amp; earn rewards on Codatta now:<br> 👉<a href="https://app.codatta.io/?utm_source=chatgpt.com"> https://app.codatta.io/</a></p><h3>Season 3 Week 2 Task List &amp; Rewards Breakdown</h3><h4>📌 Note:</h4><ul><li>All annotation tasks must be approved by the Codatta system to qualify.</li><li>You must click the “Verify” button on the task page to verify each task to earn your rewards.</li><li>Rewards are cumulative — complete more tasks to earn more.</li></ul><h3>✨ Why Season 3 Week 2 Matters</h3><p>Week 2 represents the next stage of Codatta’s evolution:</p><ul><li>From <strong>knowledge profiling</strong> to <strong>cross-domain annotation</strong></li><li>From <strong>food and robotics data</strong> to <strong>real-world crypto intelligence</strong></li><li>From <strong>simple labeling</strong> to building the <strong>knowledge layer of decentralized AI</strong></li></ul><p>Every validated submission contributes to:</p><ol><li>Expanding the AI knowledge base across life, robotics, and crypto</li><li>Ensuring better annotation-task matching for future contributors</li><li>Building a <strong>smarter, decentralized AI infrastructure</strong></li></ol><p>⚡️ Unlock new annotation tasks &amp; earn rewards on Codatta now:</p><p>👉<a href="https://app.codatta.io/?utm_source=chatgpt.com"> https://app.codatta.io/</a></p><h3>FAQs</h3><h4>Eligibility</h4><p><strong>Q: I have a standard Binance Wallet, not a Keyless Wallet. Am I still eligible? If not, how do I get a Binance Keyless Wallet and transfer my alpha points?</strong><br> <strong>A:</strong> Only Binance Keyless Wallet users are eligible to participate in this campaign and receive rewards.<br>The good news is you can easily create a Keyless Wallet within your Binance Web3 Wallet app. Once created, your Alpha Points will automatically sync to the new Keyless Wallet — no manual transfer needed.</p><p><strong>Q: How can I check my current Alpha Points balance? Where do I earn these points?<br></strong> <strong>A:</strong> Open your Binance Web3 Wallet app and tap on the “Alpha” button on the homepage. Your current Alpha Points balance will be displayed at the top.<br>Alpha Points are earned based on the sum of your assets balance and Alpha token purchase volume on Binance exchange and Binance Wallet (keyless address). Please note that selling Alpha tokens do not contribute to Alpha Points at this stage.</p><p><strong>Q: If I meet the 61 Alpha Points requirement after the campaign starts or mid-season, am I still eligible for earlier tasks?<br></strong> <strong>A:</strong> Once you meet the Alpha Points requirement, you’ll become eligible to participate in the campaign and complete available tasks.<br>However, missed time-sensitive tasks cannot be retroactively completed, so we recommend reaching the requirement as early as possible.</p><h4>Task Completion</h4><p><strong>Q: How do I know if my task has been successfully verified?<br></strong> <strong>A:</strong> After clicking the “Verify” button, a success message will appear if the task is verified. If verification fails, you can try again after checking the requirements.</p><p><strong>Q: How long does task verification take?<br>A:</strong></p><ul><li>Most tasks are verified <strong>instantly (within seconds)</strong>.</li><li><strong>Annotation tasks</strong> may sometimes take <strong>up to 15 minutes</strong> for approval. Once approved, the corresponding task can be verified within seconds.</li></ul><h4>Reward Distribution</h4><p><strong>Q: When will $XNY rewards for the Codatta Booster Campaign be distributed? What‘s the vesting schedule or lock-up?<br></strong> <strong>A:</strong></p><ul><li>Rewards for Weeks 1–2 (season 1): distributed <strong>at TGE</strong> (Token Generation Event).</li><li>Rewards for Weeks 3–4 (season 1): distributed <strong>30 days after TGE</strong></li><li>Rewards for Weeks 5–8 (season 2 weeks 1–4): distributed <strong>60 days after TGE</strong></li><li>Rewards for Weeks 9–12 (season 3 weeks 1–4): distributed <strong>120 days after TGE</strong></li></ul><p><strong>Q: How will I receive my rewards?<br>A:</strong> You will need to manually claim your rewards through the <strong>Binance Wallet campaign interface</strong> before the specified deadline, details will be announced soon.</p><p><strong>Q: If more people complete a task than the cap allows, how are winners selected for “equal split” rewards?<br>A:</strong> Each task has a cap on the number of winners. If the number of eligible participants exceeds the cap, rewards will be distributed based on a first-come, first-served basis.<br>Those who qualify within the cap will receive an equal share of the reward pool for that task.</p><p><strong>Q: What actions are considered fraudulent and could lead to disqualification?<br>A:</strong> The following behaviors are strictly prohibited and may lead to <strong>disqualification and banning</strong> from the campaign:</p><ul><li>Sybil attacks (using multiple identities)</li><li>Irrelevant image uploads or annotations</li><li>Automated or bot-driven activity</li></ul><h4>Others</h4><p><strong>Q: How can I get help or ask questions about the campaign?<br>A: </strong>Join our<a href="https://t.me/codatta_io"> official Telegram group</a> and post under the dedicated <a href="https://t.me/codatta_io/84215">campaign topic</a>.We’re here to help — don’t hesitate to reach out!</p><h3>Explore More</h3><p>Learn more about Codatta through the links below. We’re excited to welcome you to the community and look forward to building and growing together.</p><p><a href="http://codatta.io">Website</a> || <a href="https://x.com/codatta_io">X (Twitter)</a> || <a href="https://t.me/codatta_io">Telegram</a> || <a href="https://discord.gg/NydqmXNvrc">Discord</a> || <a href="https://bento.me/codatta">Links</a></p><img src="https://medium.com/_/stat?event=post.clientViewed&referrerSource=full_rss&postId=ac5cb21a3e18" width="1" height="1" alt="">]]></content:encoded>
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            <title><![CDATA[What Makes Data ‘AI-Ready’?]]></title>
            <link>https://codatta.medium.com/what-makes-data-ai-ready-e99ca783fcec?source=rss-5e9503d21a71------2</link>
            <guid isPermaLink="false">https://medium.com/p/e99ca783fcec</guid>
            <dc:creator><![CDATA[Codatta]]></dc:creator>
            <pubDate>Fri, 22 Aug 2025 15:18:10 GMT</pubDate>
            <atom:updated>2025-08-22T15:18:10.700Z</atom:updated>
            <content:encoded><![CDATA[<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/0*gu9W0T9DBqG9MYuv" /></figure><p>As more organizations race to adopt AI tools and generative AI solutions, one foundational truth keeps surfacing: your models are only as good as your data. But what does it actually mean for data to be AI-ready?</p><p>From powering enterprise AI applications to fueling experimental AI projects, high-quality data is the single most important factor that determines performance, fairness, and accuracy. Yet most raw or unstructured data simply isn’t usable out of the box. Whether you’re working on AI model training, building new AI systems, or launching real-world AI initiatives, your first priority should be to ensure your data is structured, accurate, and responsibly sourced.</p><p>In this article, we’ll break down exactly what makes data ready for AI: from annotation and format to transparency and scale. If you want to build trustworthy, production-level AI systems or simply improve your current data management practices, read on, and make sure your data is actually prepared to enable AI.</p><h3>Key Element #1: Annotation and Labeling</h3><p>To make data AI-ready, you need to start with clear, consistent annotation. Annotation means tagging raw or unstructured data so AI systems can understand it — like labeling images, categorizing text, or tagging blockchain addresses (e.g., “CEX,” “Bridge,” “Scam-linked”).</p><p>Labeled data is essential for supervised learning, which trains AI by example. Without good labels, models can’t recognize patterns or make reliable predictions. This is a core challenge in AI development and one of the biggest sources of failure when building real applications.</p><p>There are two common methods: manual annotation (done by humans) and AI-assisted tagging (automated with human validation). Both have trade-offs in speed, cost, and accuracy — and Codatta combines them. Contributors manually tag complex or sensitive data, while AI helps accelerate repetitive work, all with traceable provenance.</p><p>With Codatta, annotations aren’t invisible — they’re assets. Each verified label is recorded, credited, and tied to royalties. This ensures that your data is not only accurate, but transparent, auditable, and aligned with modern governance standards — all key to successful AI readiness.</p><h3>Key Element #2: Structure and Format</h3><p>To make data AI-ready, structure is non-negotiable. AI systems rely on clear input. Without it, models struggle, and data quality suffers.</p><p>Structured data — formats like CSV, JSON, or Parquet — allows faster processing, better consistency, and easier validation. It avoids the pitfalls of unstructured or fragmented input, where data accuracy, traceability, and usefulness often break down.</p><p>At Codatta, enforcing structure ensures that annotations meet shared data standards, stay interoperable across tools, and support real data governance. It also protects data security, especially when handling inputs from multiple data sources.</p><p>When data is consistently formatted, it improves data readiness, simplifies review, and strengthens the entire data ecosystem. That’s essential for scalable AI adoption, and for contributors to trust that their work will be used effectively.</p><h3>Key Element #3: Scale and Diversity</h3><p>To train effective models, data must be both large in volume and broad in scope. Small or uniform datasets lead to poor generalization and biased results — problems that surface fast in live AI use cases.</p><p>Real-world performance depends on exposing the model to a wide range of examples during data preparation. That’s why Codatta’s focus isn’t just on tagging raw data, but on building a network that can scale diverse annotations across blockchains and communities.</p><p>Balancing volume with consistency helps ensure data is useful, while avoiding the mess of fragmented or traditional data sources. For any team working on readiness for AI, variety isn’t optional — it’s the foundation.</p><p>Codatta makes it easier to make your data robust, cross-verified, and ready to support reliable AI outcomes.</p><h3>Key Element #4: Transparency and Traceability</h3><p>For data to be truly AI-ready, its origin must be verifiable. Provenance, knowing where the data came from, who contributed it, and how it was labeled is essential for building trustworthy AI systems. This isn’t just about transparency for transparency’s sake; it’s about enabling systems that can be audited, improved, and trusted at scale.</p><p>In AI use cases where models train on structured and unstructured data, traceability helps prevent hidden bias, improves explainability, and supports fair reward distribution. Without a clear lineage, it’s impossible to ensure the data is AI-ready or that it meets compliance and ethical standards.</p><p>Codatta solves this by embedding contributor metadata into its protocol-level records. This approach ensures data readiness for AI through traceable contributions, tamper-resistant records, and verified ownership, paving the way for relevant data to support real-world models, not just demos.</p><p>In short, prepare your data not only for performance, but for accountability. That’s what unlocks long-term AI success, especially in critical fields like finance, compliance, and identity.</p><h3>Real-World Applications: How AI-Ready Data Powers Innovation</h3><p>The success of AI depends on high-quality, structured data. In fields like fraud detection, autonomous vehicles, and medical diagnostics, models can only perform well when they’re trained on precise, relevant inputs. This means preparing data for AI isn’t optional — it is simply foundational.</p><p>But raw or existing data alone isn’t enough. It needs to be cleaned, labeled, and verified through robust data governance practices. That’s where Codatta steps in. By linking human-contributed insights with protocol-level validation, Codatta helps build data lakes that meet AI requirements — from source clarity to annotation quality.</p><p>When data ownership is clear and the pipeline is auditable, it ensures that AI applications can scale responsibly. Whether it’s detecting wallet-level risk patterns or fine-tuning healthcare diagnostics, the potential of AI is only unlocked when the data is ready for it.</p><h3>Final Thoughts: So What Makes Data ‘AI-Ready’</h3><p>To make your data AI-ready, you need more than just volume. You need annotation that’s accurate, structure that’s consistent, scale that reflects real-world diversity, and transparency that proves where your data comes from.</p><p>Achieving AI-ready data means putting real work into the data pipeline — from data cleansing to contributor attribution and transparent governance. This is how you ensure that data can support real AI implementation and build trust in outcomes.</p><p>For Codatta, this isn’t theory. It’s protocol. By aligning human knowledge with verifiable infrastructure, we enable ethical, reusable, and high-value datasets.</p><p>Want to help shape responsible AI? Start by contributing to or building with verified, AI-ready datasets.</p><p><strong>Stay Updated:</strong></p><p><a href="http://codatta.io/">Website</a> || <a href="https://x.com/codatta_io">X (Twitter)</a> || <a href="https://t.me/codatta_io">Telegram</a> || <a href="https://discord.gg/NydqmXNvrc">Discord</a> || <a href="https://bento.me/codatta">Links</a></p><img src="https://medium.com/_/stat?event=post.clientViewed&referrerSource=full_rss&postId=e99ca783fcec" width="1" height="1" alt="">]]></content:encoded>
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            <title><![CDATA[Codatta Booster Campaign Week 1 of Season 3 is Here!]]></title>
            <link>https://codatta.medium.com/codatta-booster-campaign-week-1-of-season-3-is-here-15acbba1d3f4?source=rss-5e9503d21a71------2</link>
            <guid isPermaLink="false">https://medium.com/p/15acbba1d3f4</guid>
            <category><![CDATA[booster]]></category>
            <category><![CDATA[airdrop]]></category>
            <category><![CDATA[binance]]></category>
            <category><![CDATA[codatta]]></category>
            <dc:creator><![CDATA[Codatta]]></dc:creator>
            <pubDate>Fri, 22 Aug 2025 06:16:40 GMT</pubDate>
            <atom:updated>2025-08-22T06:16:40.418Z</atom:updated>
            <content:encoded><![CDATA[<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*QZE8zuxi5Fe1PohoUo4X-w.jpeg" /></figure><h3>Season 3 Week 1 Overview</h3><p>We’re kicking off a brand-new season of the <strong>Codatta Booster Airdrop Campaign</strong> with fresh challenges and exciting tasks!</p><p><strong>Season 3</strong> brings a broader scope — moving beyond single-domain data to embrace <strong>Cross-Domain Data Annotation</strong>. From annotator profiling to real-world food, robotics, Crypto, and IoT data, this week marks the start of a new journey in shaping decentralized AI.</p><p>Every submission you complete — whether it’s labeling a kitchen knob, annotating a robot’s action, or verifying exchange data — is more than just earning rewards. You’re helping Codatta expand the <strong>knowledge layer of AI across life, machines, and Crypto</strong>.</p><h4>🪙 <strong>Campaign Summary</strong></h4><ul><li><strong>Reward Pool:</strong> 50,000,000 $XNY (<em>Please note that tokens earned from this Booster Campaign are subject to a lock-up period.)</em></li><li><strong>Eligibility:</strong> Binance Keyless Wallet users with Alpha Points ≥ 61</li><li><strong>Access:</strong> Binance Wallet App → Discover → Booster tab or homepage banner</li><li><strong>Starting Time:</strong> 2025–08–22 7:00 AM UTC</li></ul><h4><strong>🔍 This Week’s Focus</strong></h4><p>Annotator Profiling | Food Image Annotation | Robotics | CEX Data | IoT Appliance Knobs</p><p><strong>📝 Annotator Info Survey</strong></p><p>We begin Season 3 by learning more about you! Complete a <strong>2-part survey</strong> covering your basic profile and skill set.<br>This step ensures that Codatta can match you with more advanced, high-value annotation tasks in the future.</p><p><strong>🍲 Food Image Annotation</strong></p><p>Help AI recognize everyday meals. Upload and annotate <strong>ready-to-eat food images</strong> (either homemade or from restaurants).<br> ⚠️ Note: Raw ingredients or packaged products are not accepted. Only approved submissions will qualify for rewards.</p><p><strong>🤖 Robotics Interaction Annotation</strong></p><p>Train AI to understand robotic arm behavior.<br>Identify whether the robotic arm is interacting with objects and mark its position in the image. Each annotation supports <strong>better robot training and precision</strong> in real-world environments.</p><p><strong>🏦 CEX Deposit Data Contribution</strong></p><p>Support decentralized crypto intelligence.<br>Submit valid deposit data. Annotate exchange name, blockchain, coin, and deposit address.</p><p><strong>📤 CEX Withdrawal Data Contribution</strong></p><p>Go deeper into Web3 infrastructure by contributing <strong>withdrawal data</strong>.<br>Label key metadata — exchange, chain, coin, and withdrawal Txid — to help AI learn how centralized exchanges operate across assets.</p><p><strong>🔘 Appliance Knob Image Labeling</strong></p><p>Step into IoT annotation!<br>Upload <strong>two photos</strong> (front-view + side-view) of a kitchen appliance knob. Then, label the appliance type, pointer reading type, and value.<br>This task supports AI training in <strong>smart home control systems</strong>.</p><h3>Season 3 Week 1 Task List &amp; Rewards Breakdown</h3><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/0*A4bvSqO0ICKFZ2pD" /></figure><h4>📌 Note:</h4><ul><li>All annotation tasks must be approved by the Codatta system to qualify.</li><li>You must click the “Verify” button on the task page to verify each task to earn your rewards.</li><li>Rewards are cumulative — complete more tasks to earn more.</li></ul><p><strong>✨ Why Season 3 Matters</strong></p><p>Season 3 marks the evolution of Codatta’s mission:</p><ul><li><strong>From food to robotics to Crypto</strong> — covering multiple real-world domains</li><li><strong>From simple annotation to intelligent profiling</strong> — ensuring better task matching</li><li><strong>From narrow datasets to cross-domain AI knowledge</strong> — building a smarter, decentralized AI layer</li></ul><p>Every approved task brings you rewards in $XNY and contributes to shaping the <strong>future of decentralized AI infrastructure</strong>. Unlock More Annotation Tasks &amp; Earn Big Rewards on Codatta! Visit:<a href="https://app.codatta.io/app"> </a><a href="https://app.codatta.io/">https://app.codatta.io/</a></p><h3>FAQs</h3><h4>Eligibility</h4><p><strong>Q: I have a standard Binance Wallet, not a Keyless Wallet. Am I still eligible? If not, how do I get a Binance Keyless Wallet and transfer my alpha points?</strong><br> <strong>A:</strong> Only Binance Keyless Wallet users are eligible to participate in this campaign and receive rewards.<br>The good news is you can easily create a Keyless Wallet within your Binance Web3 Wallet app. Once created, your Alpha Points will automatically sync to the new Keyless Wallet — no manual transfer needed.</p><p><strong>Q: How can I check my current Alpha Points balance? Where do I earn these points?<br></strong> <strong>A:</strong> Open your Binance Web3 Wallet app and tap on the “Alpha” button on the homepage. Your current Alpha Points balance will be displayed at the top.<br>Alpha Points are earned based on the sum of your assets balance and Alpha token purchase volume on Binance exchange and Binance Wallet (keyless address). Please note that selling Alpha tokens do not contribute to Alpha Points at this stage.</p><p><strong>Q: If I meet the 61 Alpha Points requirement after the campaign starts or mid-season, am I still eligible for earlier tasks?<br></strong> <strong>A:</strong> Once you meet the Alpha Points requirement, you’ll become eligible to participate in the campaign and complete available tasks.<br>However, missed time-sensitive tasks cannot be retroactively completed, so we recommend reaching the requirement as early as possible.</p><h4>Task Completion</h4><p><strong>Q: How do I know if my task has been successfully verified?<br></strong> <strong>A:</strong> After clicking the “Verify” button, a success message will appear if the task is verified. If verification fails, you can try again after checking the requirements.</p><p><strong>Q: How long does task verification take?<br>A:</strong></p><ul><li>Most tasks are verified <strong>instantly (within seconds)</strong>.</li><li><strong>Annotation tasks</strong> may sometimes take <strong>up to 15 minutes</strong> for approval. Once approved, the corresponding task can be verified within seconds.</li></ul><h4>Reward Distribution</h4><p><strong>Q: When will $XNY rewards for the Codatta Booster Campaign be distributed? What‘s the vesting schedule or lock-up?<br></strong> <strong>A:</strong></p><ul><li>Rewards for Weeks 1–2 (season 1): distributed <strong>at TGE</strong> (Token Generation Event).</li><li>Rewards for Weeks 3–4 (season 1): distributed <strong>30 days after TGE</strong></li><li>Rewards for Weeks 5–8 (season 2 weeks 1–4): distributed <strong>60 days after TGE</strong></li><li>Rewards for Weeks 9–12 (season 3 weeks 1–4): distributed <strong>120 days after TGE</strong></li></ul><p><strong>Q: How will I receive my rewards?<br>A:</strong> You will need to manually claim your rewards through the <strong>Binance Wallet campaign interface</strong> before the specified deadline, details will be announced soon.</p><p><strong>Q: If more people complete a task than the cap allows, how are winners selected for “equal split” rewards?<br>A:</strong> Each task has a cap on the number of winners. If the number of eligible participants exceeds the cap, rewards will be distributed based on a first-come, first-served basis.<br>Those who qualify within the cap will receive an equal share of the reward pool for that task.</p><p><strong>Q: What actions are considered fraudulent and could lead to disqualification?<br>A:</strong> The following behaviors are strictly prohibited and may lead to <strong>disqualification and banning</strong> from the campaign:</p><ul><li>Sybil attacks (using multiple identities)</li><li>Irrelevant image uploads or annotations</li><li>Automated or bot-driven activity</li></ul><h3>Others</h3><p><strong>Q: How can I get help or ask questions about the campaign?<br>A: </strong>Join our<a href="https://t.me/codatta_io"> official Telegram group</a> and post under the dedicated <a href="https://t.me/codatta_io/84215">campaign topic</a>.We’re here to help — don’t hesitate to reach out!</p><h3>Explore More</h3><p>Learn more about Codatta through the links below. We’re excited to welcome you to the community and look forward to building and growing together.</p><p><a href="http://codatta.io">Website</a> || <a href="https://x.com/codatta_io">X (Twitter)</a> || <a href="https://t.me/codatta_io">Telegram</a> || <a href="https://discord.gg/NydqmXNvrc">Discord</a> || <a href="https://bento.me/codatta">Links</a></p><img src="https://medium.com/_/stat?event=post.clientViewed&referrerSource=full_rss&postId=15acbba1d3f4" width="1" height="1" alt="">]]></content:encoded>
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            <title><![CDATA[Codatta Booster Campaign Week 4 of Season 2 Guide]]></title>
            <link>https://codatta.medium.com/codatta-booster-campaign-week-4-of-season-2-guide-11c810c1e56f?source=rss-5e9503d21a71------2</link>
            <guid isPermaLink="false">https://medium.com/p/11c810c1e56f</guid>
            <category><![CDATA[booster]]></category>
            <category><![CDATA[binance]]></category>
            <category><![CDATA[airdrop]]></category>
            <category><![CDATA[codatta]]></category>
            <dc:creator><![CDATA[Codatta]]></dc:creator>
            <pubDate>Fri, 15 Aug 2025 06:25:36 GMT</pubDate>
            <atom:updated>2025-08-15T06:25:36.440Z</atom:updated>
            <content:encoded><![CDATA[<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*2VGlfRZYp9sx4EPdA7JxvA.jpeg" /></figure><h3>Season 2 Week 4 Overview</h3><p>We’re kicking off <strong>Season 2</strong> <strong>Week 4</strong> of the Codatta Booster Airdrop Campaign with another round of impactful missions — same core challenges, but a fresh chance to make your mark.</p><p>This week, you’ll once again dive deep into <strong>real-world crypto data</strong> and <strong>AI training tasks</strong> that directly strengthen the backbone of decentralized intelligence. From exploring the vision behind Codatta, to judging AI food models, to labeling critical CEX deposit and withdrawal data, your work is shaping how AI understands the Web3 world.</p><p>Every annotation, every image upload, every decision you make brings our shared AI knowledge layer closer to becoming richer, smarter, and more transparent.</p><h3>🪙 Campaign Summary</h3><ul><li><strong>Reward Pool:</strong> 50,000,000 $XNY</li><li><strong>Eligibility:</strong> Binance Keyless Wallet users with Alpha Points ≥ 61</li><li><strong>Access:</strong> Binance Wallet App → Discover → Booster tab or homepage banner</li><li><strong>Starting Time: 2025–08–15 7:00 AM UTC</strong></li></ul><h3>🔍 This Week’s Focus</h3><p><strong>Project Learning | Food AI Judgement | Robotics Annotation | Expanded CEX Transaction Labeling</strong></p><h4><strong>🧠 Codatta Project Learning</strong></h4><p>Before you start annotating, take a short journey into the heart of Codatta.<br> Read our project introduction, understand the mission, and complete a quick quiz to test your knowledge. This foundation ensures your contributions align with the bigger picture of building decentralized AI.</p><h4>🍱 AI Food Model Comparison</h4><p>Put your critical eye to work by comparing outputs from two AI-driven food analysis models.<br>Evaluate how each model identifies ingredients, cooking methods, and categories — then select the one that performs best. Your feedback helps refine AI’s accuracy in recognizing diverse cuisines and cultural contexts.</p><h4>🤖 Robotic Interaction Annotation</h4><p>Step into the world of robotics. Review real images of robotic arms in action, determine if an object is being interacted with, and mark its position.<br>Every accurate label you provide improves AI’s understanding of robotics in real-life settings.</p><h4>🏦 CEX Deposit Annotation (Expanded)</h4><p>Help expand our library of centralized exchange transaction data.<br>Upload deposit images and label them with details like the exchange name, blockchain, currency, and deposit address. The expanded asset and platform coverage this week means your contributions go even further.</p><h4>📤 CEX Withdrawal Annotation (Expanded)</h4><p>Strengthen blockchain intelligence mapping by uploading withdrawal transaction screenshots.<br>Annotate each one with the exchange, chain, token, and complete transaction details. Comprehensive, verified data is key to building AI that understands the full range of CEX operations.</p><p><strong>Week 4</strong> is about consistency, precision, and momentum. Keep building on your progress, and remember — every verified task not only earns you rewards but also pushes decentralized AI closer to its potential.</p><figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/0*v264yCCulvN6Zsjn" /></figure><h3>📌 Note:</h3><ul><li>All annotation tasks must be approved by the Codatta system to qualify.</li><li>You must click the “Verify” button on the task page to verify each task to earn your rewards.</li><li>Rewards are cumulative — complete more tasks to earn more.</li></ul><h3>Your Contribution Matters</h3><p>By reviewing AI outputs and annotating robotic data, you’re directly contributing to the training of decentralized, transparent AI models that serve global needs. You’re not just earning tokens — you’re building the future of AI alongside a passionate community. Unlock More Annotation Tasks &amp; Earn Big Rewards on Codatta! Visit:<a href="https://app.codatta.io/app"> https://app.codatta.io/</a></p><h3>FAQs</h3><h4>Eligibility</h4><p><strong>Q: I have a standard Binance Wallet, not a Keyless Wallet. Am I still eligible? If not, how do I get a Binance Keyless Wallet and transfer my alpha points?</strong><br> <strong>A:</strong> Only Binance Keyless Wallet users are eligible to participate in this campaign and receive rewards.<br>The good news is you can easily create a Keyless Wallet within your Binance Web3 Wallet app. Once created, your Alpha Points will automatically sync to the new Keyless Wallet — no manual transfer needed.</p><p><strong>Q: How can I check my current Alpha Points balance? Where do I earn these points?<br></strong> <strong>A:</strong> Open your Binance Web3 Wallet app and tap on the “Alpha” button on the homepage. Your current Alpha Points balance will be displayed at the top.<br>Alpha Points are earned based on the sum of your assets balance and Alpha token purchase volume on Binance exchange and Binance Wallet (keyless address). Please note that selling Alpha tokens do not contribute to Alpha Points at this stage.</p><p><strong>Q: If I meet the 61 Alpha Points requirement after the campaign starts or mid-season, am I still eligible for earlier tasks?<br></strong> <strong>A:</strong> Once you meet the Alpha Points requirement, you’ll become eligible to participate in the campaign and complete available tasks.<br>However, missed time-sensitive tasks cannot be retroactively completed, so we recommend reaching the requirement as early as possible.</p><h4>Task Completion</h4><p><strong>Q: How do I know if my task has been successfully verified?<br></strong> <strong>A:</strong> After clicking the “Verify” button, a success message will appear if the task is verified. If verification fails, you can try again after checking the requirements.</p><p><strong>Q: How long does task verification take?<br>A:</strong></p><ul><li>Most tasks are verified <strong>instantly (within seconds)</strong>.</li><li><strong>Annotation tasks</strong> may sometimes take <strong>up to 15 minutes</strong> for approval. Once approved, the corresponding task can be verified within seconds.</li></ul><h3>Reward Distribution</h3><p><strong>Q: When will $XNY rewards for the Codatta Booster Campaign be distributed? Is there a vesting schedule or lock-up?<br></strong> <strong>A:</strong></p><ul><li>Rewards for Weeks 1–2 (season 1): distributed <strong>at TGE</strong> (Token Generation Event).</li><li>Rewards for Weeks 3–4 (season 1): distributed <strong>30 days after TGE</strong></li><li>Rewards for Weeks 5–8 (season 2 weeks 1–4): distributed <strong>60 days after TGE</strong></li><li>Rewards for Weeks 9–12 (season 3 weeks 1–4): distributed <strong>120 days after TGE</strong></li></ul><p><strong>Q: How will I receive my rewards?<br>A:</strong> You will need to manually claim your rewards through the <strong>Binance Wallet campaign interface</strong> before the specified deadline, details will be announced soon.</p><p><strong>Q: If more people complete a task than the cap allows, how are winners selected for “equal split” rewards?<br>A:</strong> Each task has a cap on the number of winners. If the number of eligible participants exceeds the cap, rewards will be distributed based on a first-come, first-served basis.<br>Those who qualify within the cap will receive an equal share of the reward pool for that task.</p><p><strong>Q: What actions are considered fraudulent and could lead to disqualification?<br>A:</strong> The following behaviors are strictly prohibited and may lead to <strong>disqualification and banning</strong> from the campaign:</p><ul><li>Sybil attacks (using multiple identities)</li><li>Irrelevant image uploads or annotations</li><li>Automated or bot-driven activity</li></ul><h4>Others</h4><p><strong>Q: How can I get help or ask questions about the campaign?<br>A: </strong>Join our<a href="https://t.me/codatta_io"> official Telegram group</a> and post under the dedicated <a href="https://t.me/codatta_io/84215">campaign topic</a>. We’re here to help — don’t hesitate to reach out!</p><h3>Explore More</h3><p>Learn more about Codatta through the links below. We’re excited to welcome you to the community and look forward to building and growing together.</p><p><a href="http://codatta.io">Website</a> || <a href="https://x.com/codatta_io">X (Twitter)</a> || <a href="https://t.me/codatta_io">Telegram</a> || <a href="https://discord.gg/NydqmXNvrc">Discord</a> || <a href="https://bento.me/codatta">Links</a></p><img src="https://medium.com/_/stat?event=post.clientViewed&referrerSource=full_rss&postId=11c810c1e56f" width="1" height="1" alt="">]]></content:encoded>
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