DataQuest_Cardano

What if labeling AI data felt like playing a game? Introducing DataQuest! Built on Cardano. 🕹️ Play games that train AI → 💰 Get paid in stablecoins → 🏆 Rank up for bigger rewards Watch our vision ： camtop.net/DataQuest_DEMO/ #Cardano #ProjectCatalyst #Fund15 #AI #GameFi

@midnightexplr @Google @googlecloud @MidnightNtwrk @midnightfdn Everyone, it’s not too late to join the Cardano and Midnight ecosystem, you know what I mean 😏 We’ll keep building!

🚨BREAKING: Google Cloud is now live on the Cardano testnet! Running an $ADA node is no longer optional — it’s a mandatory requirement for Midnight privacy validators. A clear signal that👉 enterprise-grade infrastructure is stepping into the Cardano & Midnight ecosystem.

@dannyribar Dear Catalyst Team, Thank you for your email and for the time and effort your team dedicates to reviewing the many proposals submitted to Fund15. I am writing to respectfully request clarification regarding the moderation decision on our proposal. We were surprised and deeply disappointed to learn that our submission was not selected to advance to the voting ballot, as we believed we had thoroughly met all compliance and eligibility requirements. Our Preparation Process: We approached this submission with the utmost care and diligence: 1. Complete Demo: We provided a fully functional demonstration of our project. 2. Comprehensive Team Documentation: We submitted a detailed presentation (PPT) showcasing our team's relevant background and professional track record. 3. Thorough Proposal Content: Our submission included a complete project proposal with all supporting documentation. 4. Pre-Submission Review: Most importantly, our proposal was reviewed and verified by consultants prior to submission to ensure compliance with all guidelines. Given the level of preparation and the EccentricLabs professional guidance we received, we are genuinely confused about where our submission may have fallen short. The Impact on Our Team: I must be candid with you, this decision has been a significant blow to our team. We invested considerable time, effort, and resources into this proposal, not only in preparing the submission itself but also in conducting promotional activities to build community support. We took every possible step to ensure our proposal met the highest standards, including seeking professional consultation before submission. Without understanding the specific reasons for this outcome, it is difficult for us to move forward constructively. The uncertainty is deeply discouraging, and we sincerely hope you can help us understand what went wrong so that our efforts have not been in vain. Our Request: We kindly ask if you could provide us with specific information regarding: 1. Which particular guideline(s) or requirement(s) our proposal did not meet? 2. Under which moderation category (as listed in your email) was our proposal flagged? 3. Any specific areas where our documentation was deemed insufficient? This proposal represents a significant effort from our team, and understanding the exact reasons for this decision would be invaluable, not only for our future participation in the Catalyst ecosystem but also to bring closure to our current disappointment. Warm regards, Angus Tsai ( X : @Angus_Camtop) Project Name : DataQuest : A Game-Fi driven AI data labeling platform ( X : @DataQuestCamtop) Contact Email : camtop.solutions@gmail.com dataquest.camtop@gmail.com DataQuest webpage and Demo: camtop.net/DataQuest_DEMO/ DataQuest Team Profile (We are Taiwan Camtop team): camtop.net/Camtop_Team_Pr…

Voting Ballot CSV File: #gid=733718681" target="_blank" rel="nofollow noopener">docs.google.com/spreadsheets/d…

@dannyribar Dear Catalyst Team, Thank you for your email and for the time and effort your team dedicates to reviewing the many proposals submitted to Fund15. I am writing to respectfully request clarification regarding the moderation decision on our proposal. We were surprised and deeply disappointed to learn that our submission was not selected to advance to the voting ballot, as we believed we had thoroughly met all compliance and eligibility requirements. Our Preparation Process: We approached this submission with the utmost care and diligence: 1. Complete Demo: We provided a fully functional demonstration of our project. 2. Comprehensive Team Documentation: We submitted a detailed presentation (PPT) showcasing our team's relevant background and professional track record. 3. Thorough Proposal Content: Our submission included a complete project proposal with all supporting documentation. 4. Pre-Submission Review: Most importantly, our proposal was reviewed and verified by consultants prior to submission to ensure compliance with all guidelines. Given the level of preparation and the EccentricLabs professional guidance we received, we are genuinely confused about where our submission may have fallen short. The Impact on Our Team: I must be candid with you, this decision has been a significant blow to our team. We invested considerable time, effort, and resources into this proposal, not only in preparing the submission itself but also in conducting promotional activities to build community support. We took every possible step to ensure our proposal met the highest standards, including seeking professional consultation before submission. Without understanding the specific reasons for this outcome, it is difficult for us to move forward constructively. The uncertainty is deeply discouraging, and we sincerely hope you can help us understand what went wrong so that our efforts have not been in vain. Our Request: We kindly ask if you could provide us with specific information regarding: 1. Which particular guideline(s) or requirement(s) our proposal did not meet? 2. Under which moderation category (as listed in your email) was our proposal flagged? 3. Any specific areas where our documentation was deemed insufficient? This proposal represents a significant effort from our team, and understanding the exact reasons for this decision would be invaluable, not only for our future participation in the Catalyst ecosystem but also to bring closure to our current disappointment. Warm regards, Angus Tsai ( X : @Angus_Camtop) Project Name : DataQuest : A Game-Fi driven AI data labeling platform ( X : @DataQuestCamtop) Contact Email : camtop.solutions@gmail.com dataquest.camtop@gmail.com DataQuest webpage and Demo: camtop.net/DataQuest_DEMO/ DataQuest Team Profile (We are Taiwan Camtop team): camtop.net/Camtop_Team_Pr…

@NealSIDAN @IOHK_Charles @DeltaDeFi Let’s go～ We'll keep building⚡️

What @IOHK_Charles wanna see in 2026？ Hydra growth. Let’s go @DeltaDeFi ⚡️Check it 👇

@Angus_Camtop @grok Maybe @grok is still sleeping, perhaps we can try asking @GeminiApp @ChatGPTapp @claudeai

@DataQuestCamtop Hey @grok, what’s your take on this?

In our team meeting today, we had a deep discussion on the issue of AI Ethics. @Angus_Camtop raised a different point, and we felt this topic was worth exploring with the community. 👇 The AI Paradox of Trust, how to Fix AI Ethics Without Exposing Secrets We often talk about the "Singularity" with fear. But there is a more immediate, silent situation unfolding right now: The Crisis of Provenance. When we interact with an LLM today, we are talking to a statistical average of the internet. It is a mix of genius, bias, and hallucinations. We know the output, but we are blind to the input. This brings us to the Misconception of "Transparency". There is a loud demand for "AI Transparency," and people think ethical AI means exposing every dataset to the public. But this is wrong. Corporations and individuals have a right to privacy. Intellectual property must be protected. You shouldn't have to strip away confidentiality to prove your AI is safe. So, we believe True Ethics Requires Verification, Not Exposure. The solution isn't to make all data public; it's to make the verification process public. We need to shift from "Trust them, they checked the data" to "Don't trust blindly, let's participate in the verification." Ethical AI must be built on a new standard of "Verifiable Integrity." Here is our view: It starts with Proof of Human Work. We don't need to see the raw training data, such as private medical records or proprietary code. But we do need cryptographic evidence that a professional, distributed group of humans verified its accuracy. Furthermore, there must be open channels for the public to receive training and participate in this verification. Then, there is Privacy-Preserving Provenance. This allows us to use technology like ZK-proofs or privacy chains to prove data is high-quality and bias-free without ever leaking the raw content. And finally, the "Glass Box" Process. The data itself can remain in a black box for safety, but the audit trail, the history of who validated it and when, must live in a transparent glass box. In the past, technology development often rushed toward automation, sometimes forgetting that the "Human-in-the-Loop" is the moral anchor. But an AI trained on private data verified by human consensus? Maybe that is the gold standard. And at DataQuest, this is exactly the future we are working to build. The future of AI ethics isn't about choosing between privacy and trust. It’s about using technology to guarantee both. We verify the source, we protect the content, and we trust the math. #AIEthics #LLM #AIAgent #Web3 #Cardano #Midnight

@jiaozibullish @CardanoLeo Leo是真的暖~可惜我們那天時間也衝突無法前往，下次Leo辦活動我們一定盡力排開行程到現場💪 感謝餃子平時在YT的科普，也因為有您的努力推廣，才讓我們有機會認識並加入Cardano的生態家庭🙏

收到一份从大洋彼岸寄来的礼物。snek周边很酷，但让我破防的是两位台湾朋友亲笔贺卡。‘’温柔坚定‘’，‘’伯乐‘’， ‘’期待见面‘’，这些评价比礼物还珍贵 大概这就是当创作者最快乐的部分，能遇见来自世界不同角落志同道合的朋友们 我发现台湾朋友们超级热情又真诚，有缘认识各位感觉很幸运，也珍惜 @snek ，是它让我认识这些同行者们。 平时大家都说我是没有感情的科普机器，今天这台机器短暂地变成了一个温暖的人类，原谅这个市场24小时😇 @bulletduste

@CardanoLeo 衝啊～ 一起為Cardano生態構建更多高價值應用！

中文社群的驕傲🤩

@Lovelace6260911 Midnight のユースケースは、企業と Web3 の世界をつなぐ重要な架け橋となるでしょう。 今後の展開に期待しましょう。

😎🌙MIDNIGHT EXPLORERが、Midnight Preview Networkを正式に立ち上げます👏 🔷リリース日時：2026年1月7日 UTC 16:00（日本時間では1月8日 午前1:00頃）。 🔷ダウンタイムほぼゼロで移行予定なので、既存のテスト環境からスムーズに切り替わります。 🔷Preview Networkとは？ テストネットの次のステージで、メインネット（本番ネットワーク）発売前のプレビュー版ネットワークです。 開発者（ビルダー）が本格的にdApp（分散型アプリ）を構築・テストできる環境を提供します。 以前のTestnetより安定性が高く、メインネットに近い機能が使えるようになります。 🔷目的：エコシステムの開発者を支援し、メインネット移行をスムーズにする「重要なステップ」。 🔷これで開発者がより本格的なプライバシー機能（シールドトークン、DUST管理など）をテスト可能に。 Lace Walletの「Lace Midnight Preview」版も対応済みで、ウォレット接続が簡単。 🔷メインネットは2026年中に予定されており、Preview Networkはそこへの橋渡し役です。 ＃NIGHT ＃Cardano #ADA

@Cardano_CF @petrobras @SERPRO Looking forward to it!

Institutions, universities, and businesses globally are integrating Cardano Academy into internal education programs, including @Petrobras, @SERPRO, Dubai Blockchain Center, and Universidad Tecnológica Nacional. Explore enterprise blockchain education: cardanofoundation.org/en/academy/bus…

@Cardanians_io Midnight will become the bridge to connect enterprises and Web3 world. Let’s keep building. 🚀🚀🚀

Cardano Founder Charles Hoskinson says: 2026 is gonna be a great year 📈 "I can see a world where Midnight has a remarkable year and Cardano has one of the best years it's ever had" Let's go 2026 ✊

@YoroiWallet Congrats ! 🎉 keep building

Yoroi Wallet DRep votes "YES" on the governance action to adopt Cardano Constitution v2.4. This version addresses issues raised in the previous draft, clarifies audit expectations, and adjusts custodial language to better reflect user ownership and consent around $ADA. We support this action as it resolves the specific concerns previously identified and represents a constructive step forward from the current Constitution. We also thank @yutazzz for incorporating feedback and for his continued stewardship of this process.

@Cardano_CF It’s a good resource for startup building on Cardano. #Catalyst #fund15 #DataQuest

We are inviting experts to mentor the next cohort of Cardano startups. 🧩 The Cardano Accelerator Program (CAP) is seeking mentors with expertise across DeFi, RWAs, and growth to support early-stage teams building on Cardano. Apply by 30 January 2026: cardanofoundation.org/cap-call-for-m…

@Hahero7 Amazing! Let’s build the project on Cardano.

Really happy to see the energy from 150+ students at Ho Chi Minh City University of Agriculture and Forestry during Blockchain4Future UniTour #1 🌱 We had great conversations around Cardano, agriculture, supply chains, and how blockchain can create real value beyond theory. 📘 Full recap here 👇 👉 forum.cardano.org/t/cardano-viet… Always excited to bring Cardano closer to students 💙 @Cardano @Cardano_CF @Catalyst_onX @IOGroupNews @c3eth @mietran0407 @VnmeseMarkbui @IlumNguyen @HarisNguye80637 @HUBNetworkVN @AsiaAfrica_AACC @AsiaCnft

@1Exit_Liquidity @midnightfdn Thanks for sharing the information. Let’s build the project on Midnight.

Great read for people who want to know more about Midnight coinmarketcap.com/academy/articl…

@jsierrax @RodrigoPacini @cardanoco @Catalyst_onX @IntersectMBO @phillip_pon @giozzi @midnightfdn @timbharrison We also build the project in catalyst fund 15. Our project focuses on AI data labeling. Let’s build on Cardano and make the ecosystem more strong.

Fund15 snapshot is TODAY (Jan 4) 21:45 UTC. Register before then to vote: docs.projectcatalyst.io/current-fund/v… Voting opens Jan 13—download Catalyst Voting: docs.projectcatalyst.io/catalyst-tools… #Cardano @cardanoco @Catalyst_onX @IntersectMBO @phillip_pon @giozzi @midnightfdn @timbharrison

@funkyhiro2009 これは DataQuest が描いている未来です。 Cardano と Midnight のユースケースは、企業と Web3 をつなぐ架け橋になっていくでしょう。

プライバシーは二元的なもの（オン/オフ）だけであるべきではありません Midnightのプログラマブルなプライバシー機能により 🧐開発者は何を隠しておくか、何を証明するか、そしてそのタイミングを選択できます😍 それは秘密主義ではなく、コントロールについてです。#Midnight $night

@Lovelace6260911 その通りです。Cardanoの基盤となる台帳モデルであるeUTXO、そしてMidnightのプライバシースマートコントラクトは、いずれも企業のニーズに対応した基礎インフラを整えています。私たちもCardanoの将来性を非常に高く評価しています！

Cardano 2026年は実需の年🧐 2026年はスケーラビリティ爆発と機関採用加速の年と期待されており、多くのアナリストが「Cardanoの転換点」と位置づけています👀 ほんと頼んだよCardano ADA NIGHT🦬🔥🔥🔥 ＃Cardano #ADA #NIGHT

@slowhand4040 @grok はい、そして今回のCatalyst Fund15でも、Cardanoに真の価値をもたらすプロジェクトを構築する準備ができている優秀なチームが数多くいます。Cardanoの未来を信じています！

AIでもなんでも良いから、結果出してね。結果がでれば全てが変わりますから。 多くの人々が、@grok が再び #Cardano を2026年のパフォーマンス展望で最も強いネットワークとして指摘するたびに驚いています。 実際、それはナラティブを追う人々にとってのみ驚くべきことなのです。 システムを分析する人々にとっては、そうではありません。 Cardano は現在、大規模な分散化の考え方を真剣に擁護できる唯一のネットワークです。マーケティングではなく、アーキテクチャを通じてです。何千もの独立したステークプール、支配的なバリデータなし、そしてコンセンサスに対する実効的な支配力を持つ単一のエンティティなし。 これは化粧的な分散化ではありません。 Cardano における活動とボリュームは、ボットがメトリクスを水増ししたり、マケットメーカーが流動性を製造したりすることによって駆動されているわけではありません。それらはネイティブステーキング、長期保有者、そして有機的な参加から生まれます。そのような行動は偽造できません。時間とともに構築されなければなりません。 他のエコシステムが活動を維持するために絶え間ない補助金、一時的なインセンティブ、VCのロック解除、またはリサイクルされたナラティブに依存している一方で、Cardano は異なる道を歩みました。まずインフラ。それからセキュリティ。それからガバナンス。資本は最後に来ます。 ロックアップなしのネイティブステーキング。 スラッシングなしのセキュリティ。 本物のオンチェーンガバナンス。 査読付きの学術的基盤。 プロトコルレベルのハックゼロ。 Grok は「お気に入り」を「選ぶ」ことはありません。 それは、ノイズが消えたときに一緒に保てるシステムを検知します。 だからこそ、同じ結論に繰り返し到達するのです。 ほとんどの人々は、動きが起こった後にそれを理解するでしょう。 システムを研究する人々は、それ以前にそれを見抜きます。

@CardanoLeo 真的，原本一天曝光量500～1000 試了一下互相關注，昨天貼文曝光量剩 9 🥲 還是平常心繼續做，累積真實內容慢慢構建會員才是真的

關於最近推特流量的一點筆記 📝 最近很多人應該都有注意到。 因為創作者獎勵調高， 互相關注、短時間衝會員，又開始流行起來 👀 我沒有要評論對錯， 只是單純試了一下。 這幾天的感覺很明顯： 當互關、會員在短時間內衝太快， 原本那種「被陌生人看到」的流量，反而慢慢消失 📉 不是完全沒曝光， 而是內容開始只在熟面孔之間流動。 有一種帳號被重新分類的感覺 🧭 所以我先停了。 不衝、不配合，也不急 ✋ 這一輪就當實驗，數據留著就好。 寫這個不是勸退誰， 只是提醒一下， 如果你最近覺得「帳號怪怪的」， 也許不是錯覺 🤔 有些流量來得很快， 但平台到底在獎勵什麼， 通常要拉長時間才看得出來 ⏳ 我接下來就隨緣寫， 其他的，讓系統自己跑 🌱 #CreatorNotes #XAlgorithm