Pioneering Defi Domain Content Generation on X

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Presentation
SIDAN Lab
Project Owner

Pioneering Defi Domain Content Generation on X

Funding Requested

$40,000 USD

Expert Review
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Community
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Overview

To explore and develop effective DeFi - AI use cases, we want to build a DeFi AI Agent through several phases. The first phase will cover the feasibility of content analysis on Twitter, providing insights and recommendations of views and trends. The second phase will design and develop a content generation module that leverages generative models to produce content with emotional cues. Further phases will add complexity and step-by-step. Our ultimate goal is the creation of customized DeFi AI Agents that can save the content creation time of project builders by delivering precise, attractive content in different formats.

Proposal Description

How Our Project Will Contribute To The Growth Of The Decentralized AI Platform

Our project contributes to the growth of the AI platform by introducing a dynamic AI agent model that enhances content creation on social media. By integrating trend analysis, user customization, and emotional context, we demonstrate the versatility and adaptability of AI in DeFi marketing. This approach streamlines content generation but also offers a scalable framework for AI-based DeFi marketing solutions, attracting more developers and users to the platform for future innovations.

 

Our Team

  • A Hong Kong based technical solution provider, specializing in Cardano development. SIDAN Lab builds open source toolings for the community, and operates the SIDAN stake pool under its brand.
  • SIDAN Lab is composed of professional expertise from outside the ecosystem. The team is assembled of mixed skills and Interdisciplinary experts.
  • We built a bot for replying to questions about our catalyst proposals
  • Team members, introduction, previous projects are listed here: https://projectcatalyst.sidan.io/
View Team

AI services (New or Existing)

Marketing Agency

Type

New AI service

Purpose

A dynamic AI agent model that enhances content creation for social media. By integrating trend analysis user customization and emotional context into a single tool we demonstrate the versatility and adaptability of AI in DeFi marketing. This approach not only streamlines content generation but also offers a scalable framework for AI-based DeFi marketing solutions attracting more developers and users to the platform for future innovations.

AI inputs

Input your customized requirement for the coverage topic with a selection of tune target audience theme post frequencies.

AI outputs

DeFi content generation and it supports multimedia format content.

Company Name (if applicable)

SIDAN Lab

The core problem we are aiming to solve

The core problem we aim to solve is the difficulty of community building in creating engaging, tailored social media content. The rapid evolution of platforms like Twitter, coupled with intense competition and fragmented content sources, makes it challenging to produce relevant and resonant content.

Community builders often struggle with inefficient content generation, limited customization, and the lack of emotional engagement in their campaigns. These factors lead to generic, less impactful content. The content is not fully optimized for specific domains, restricting the effectiveness and contextual relevance. It fails to capture the audience's attention or drive meaningful interactions.

Our specific solution to this problem

Confy: Content + Comfy, allow you to create content in a comfy (comfortable) way.

Confy is a Generative AI (GenAI) content marketing platform that aims to enable web3 ecosystem builders to to generate customized, engaging content by incorporating user-defined preferences, real-time trend analysis, and emotional context.

Confy lets users ideate, analyze and automate content marketing tactics. It also analyzes Twitter / Reddit trends based on specific emerging topics, enabling it to identify popular content formats and emerging topics within web3 ecosystems. Setting parameters such as campaign theme, desired tone, and posting frequency. By combining these features, the tool streamlines content creation and ensures community engagement/marketing campaigns are more personalized, relevant, and impactful.

In the future, the solution should support advanced social media engagement formats, such as multi-modal content creation. In addition to supporting traditional text-based content creation, our platform enables users to seamlessly integrate images, 3D rendering, songs, and other forms of media into their creative process. Whether it's adding visually stunning images to complement written content, creating immersive 3D experiences for virtual environments, or crafting captivating songs to enhance storytelling, our platform empowers users to explore new dimensions of expression.

Competition and USPs

Here are some core differences:

- Our solution will firstly specifically tailor-made for DeFi content creation
- Our solution will cater for web3 audience focus
- Our solution will generate content in multi-media format 
- Our solution enables users to build a model with an emotion tuned for creating interactive content or conversation with their targeted audience

Open Source Licensing

Apache License

Proposal Video

DF Spotlight Day - DFR4 - Kinson Cheung - Pioneering Defi Domain Content Generation on X

4 June 2024
  • Total Milestones

    6

  • Total Budget

    $40,000 USD

  • Last Updated

    4 Jun 2024

Milestone 1 - API Calls & Hostings

Description

This milestone represents the required reservation of 25% of your total requested budget for API calls or hosting costs. Because it is required we have prefilled it for you and it cannot be removed or adapted.

Deliverables

You can use this amount for payment of API calls on our platform. Use it to call other services or use it as a marketing instrument to have other parties try out your service. Alternatively you can use it to pay for hosting and computing costs.

Budget

$10,000 USD

Milestone 2 - Conceptual Architectural Design

Description

Objective: A high-level architectural diagram illustrating the components and interactions between them. Deliverables: Establish a design of Generative AI models (algorithms) for content generation including: - Evaluating open-source and proprietary models - Identifying model limitations and potential biases - Evaluating data ingestion frameworks and APIs - Identifying data storage and processing requirements

Deliverables

Overall architectural diagram: Technical Assessment - Generative AI model (algorithm) selection Technical Assessment - Data ingestion and connection toolkit

Budget

$6,000 USD

Milestone 3 - Research and Evaluate NLP in social listening

Description

Objective: Research and test NLP to identify the feasibility of the prototype model. Integrates with Twitter API to collect and process social media data. Implement Natural Language Processing (NLP) techniques to analyze Twitter content and suggest content formats. Report includes an analysis of the pros and cons and key findings.

Deliverables

Report includes an analysis of the pros and cons and key findings.

Budget

$7,000 USD

Milestone 4 - Research and build light content generation tool

Description

Objective: Study the feasibility of using milestone 3 results to create content based on user inputs current trends and emotional cues. - Design and develop a content generation module that leverages generative models to produce content with emotional cues. - Implement a user input interface to collect user preferences objectives and target audience information.

Deliverables

Design and develop a content generation module that leverages generative models to produce content with emotional cues.

Budget

$7,000 USD

Milestone 5 - Integration and Deployment Test

Description

Deliverable: A fully tested and deployed platform that ensures the AI content bot operates as expected focusing on accuracy content relevancy and emotional interpretation. - Conduct testing to ensure the AI content bot operates as expected focusing on accuracy content relevancy and emotional interpretation. - SNET Marketplace integration: Integrating our AI Agent on the SingularityNET Marketplace

Deliverables

SNET Marketplace integration: Integrating our AI Agent on the SingularityNET Marketplace

Budget

$5,000 USD

Milestone 6 - Community Engagement and Feedback

Description

Objective: Engage with the subject expertise (e.g. content creator engineer) to present the prototype. - User testings - Gather feedback for refinement

Deliverables

Gather feedback results for refinement

Budget

$5,000 USD

Join the Discussion (1)

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1 Comment
  • 0
    commentator-avatar
    Gombilla
    Jun 6, 2024 | 10:46 AM

    I would comment on the potential risk of algorithmic bias as regards influencing contents generated by the AI models. This bias can inadvertently perpetuate stereotypes or amplify certain viewpoints, potentially leading to misinformation or disinformation within the community. It would be important to implement robust measures to mitigate bias and regularly auditing the AI models can help address this concern. Good luck with this !

Reviews & Rating

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8 ratings
  • 1
    user-icon
    EurekaEureka
    Jun 6, 2024 | 8:43 AM

    Overall

    5

    • Feasibility 5
    • Viability 4
    • Desirabilty 4
    • Usefulness 5
    High Potential to Transform DeFi Marketing

    Overall, this proposal presents a compelling solution to current challenges in DeFi marketing. It combines innovative technology with practical applications, addressing both the technical and strategic aspects of content generation. The project's alignment with the growth objectives of decentralized platforms and its potential to attract more users and developers to the ecosystem are particularly noteworthy.

    Feasibility

    Rating: 5/5
    The proposal outlines a clear phased approach to developing the AI-driven content generation model, starting with feasibility studies and advancing to more complex stages. The technical roadmap, including integration with APIs and leveraging NLP for social listening, appears well-researched and achievable with the current technological landscape. The team's expertise in AI and DeFi further bolsters confidence in their capability to execute the plan.

    Viability

    Rating: 4/5
    The financial plan is well structured, with a budget allocated across essential milestones like API calls, hosting, research, development, and testing. The request seems reasonable given the scope of the project. The integration with SingularityNET's marketplace could provide the necessary exposure and user base to ensure ongoing viability and support.

    Desirability

    Rating: 4/5
    The focus on enhancing DeFi content generation through a tool that integrates trend analysis, emotional context, and user customization addresses a significant pain point for community builders. By producing more engaging and targeted content, the tool meets a crucial market need, likely attracting a broad audience within the DeFi community.

    Usefulness

    Rating: 5/5
    The potential impact of the tool is substantial. It promises to streamline the content creation process, making it more efficient and effective at engaging users. By supporting multimedia content formats and offering a platform for easy integration of various content types, it provides practical utility to marketers and project developers in the DeFi space.

    This is a strong proposal with the potential to significantly enhance how DeFi projects engage with their communities.

    user-icon
    SIDAN Lab
    Jun 7, 2024 | 10:11 AM
    Project Owner

    Hi Eureka,

    Thank you for the rating :)

  • 1
    user-icon
    CLEMENT
    Jun 6, 2024 | 10:41 AM

    Overall

    4

    • Feasibility 4
    • Viability 4
    • Desirabilty 4
    • Usefulness 4
    Streamlines DeFi content creation processes

    Confy represents a valuable addition by offering a specialized solution tailored to the needs of DeFi ecosystem builders. By providing advanced features such as real-time trend analysis and multi-modal content creation, Confy empowers users to stay ahead of the curve and effectively navigate the rapidly evolving landscape of decentralized finance. Its integration with the SNET AI marketplace further expands the range of AI-powered tools and services available to users, fostering innovation and driving growth within the ecosystem. 

    From a general perspective, this project has the potential to significantly streamline content creation processes within the DeFi ecosystem, enabling project builders to efficiently produce engaging and relevant content tailored to their target audience. 

    user-icon
    SIDAN Lab
    Jun 7, 2024 | 10:11 AM
    Project Owner

    Hi Clement,

    Thank you for your rating!

  • 0
    user-icon
    TrucTrixie
    Jun 9, 2024 | 2:21 PM

    Overall

    4

    • Feasibility 3
    • Viability 4
    • Desirabilty 4
    • Usefulness 3
    Identify important milestones to focus resources

    The team has outlined the tasks that have allocated capital quite reasonably. It shows good preparation for planning. I think the team should focus on milestone number 5 with testing and implementation integration - I see this as the decisive phase to make the proposal a success.

    user-icon
    SIDAN Lab
    Jun 13, 2024 | 5:07 AM
    Project Owner

    Hi TrucTrixie,

    Thank you for your feedback! Yes, the testing and implementation are the core and decisive phases to the succeed of our proposal. Stay tune with us and also enter our SIDAN Lab Discord to know the progress and update :)

  • 1
    user-icon
    Ira Afrawati Nur
    Jun 7, 2024 | 3:25 AM

    Overall

    4

    • Feasibility 4
    • Viability 4
    • Desirabilty 4
    • Usefulness 4
    Pioneering Defi Domain Content Generation On X

    This approach streamlines content generation but also offers a scalable framework for AI-based DeFi marketing solutions, attracting more developers and users to the platform for future innovations. DeFi content generation and it supports multimedia format content.

    user-icon
    SIDAN Lab
    Jun 7, 2024 | 10:12 AM
    Project Owner

    Hi Ira,

    Thank you for the rating and the comment! 

  • 1
    user-icon
    Tu Nguyen
    May 30, 2024 | 7:52 AM

    Overall

    4

    • Feasibility 4
    • Viability 4
    • Desirabilty 4
    • Usefulness 4
    Pioneering Defi Domain Content Generation On X

    This proposal addresses the community building challenges of creating relevant and engaging social media content. The rapid growth of platforms like Twitter, coupled with fierce competition and fragmented content sources, makes it difficult to create relevant and resonant content. Solution: they will create Confy that allows you to create content freely.
    I feel they should define the start and end times of the milestones.

    user-icon
    SIDAN Lab
    May 30, 2024 | 5:05 PM
    Project Owner

    Hi TuNguyen,

    Thank you for the comment and it is really great to see your review! Originally we wrote down the expected timeline in the milestone however there is a default milestone of "API Calls & Hostings". To avoid any confusion, we didn't specify the timeline. We will now address here: 

    Milestone 1: Preparation and Organization Setup: 2 weeks
    Milestone 2: Conceptual Architectural Design: 4 weeks
    Milestone 3: Research and Evaluate NLP in Understanding Social Listening: 4 weeks
    Milestone 4: Research And Build Light Content Generation Tool: 4 weeks
    Milestone 5: Integration and Deployment Test: 4 weeks
    Milestone 6: Community Engagement and Feedback: 2 weeks

    Once again thank you for the comment and the rating :)

  • 0
    user-icon
    BlackCoffee
    Jun 10, 2024 | 1:20 AM

    Overall

    4

    • Feasibility 4
    • Viability 3
    • Desirabilty 4
    • Usefulness 4
    Review resources for implementation readiness

    The 6 milestones require a total budget of $40,000 for a proposal that explores developing effective Defi-AI use cases. Obviously, if successful, the team will gain great achievements that will benefit society and the SNET ecosystem far beyond the figure of $40,000. But the path to success is not easy when these 6 milestones contain many steps of performing work related to complex techniques. The application is an overall architectural diagram at milestone number 2 that requires a high level of intelligence and research investment. I advise the team to try and prepare good resources to complete this complex proposal.

    user-icon
    SIDAN Lab
    Jun 13, 2024 | 5:05 AM
    Project Owner

    Hi BlackCoffee,

    Thank you for your feedback. Yes, we will prepare resources to complete the research scope and the architecture scope. Thank you :) 

    Feel free to join our SIDAN Lab discord group to discuss the scope of work as well 

  • 0
    user-icon
    Nicolad2008
    Jun 8, 2024 | 3:30 PM

    Overall

    3

    • Feasibility 3
    • Viability 3
    • Desirabilty 3
    • Usefulness 3
    improving DeFi marketing with AI

    The project shows promise in developing effective DeFi - AI use cases and creating custom DeFi AI Agents, but I have some reservations. While the initial phase with actionable analysis of Twitter content can provide useful insights and trends, subsequent phases add significant complexity and require careful step-by-step implementation. . The project can contribute to the development of AI platforms and attract users, but being highly customizable to suit diverse user requirements is a big challenge. Furthermore, managing the complexity of project expansion requires significant resources and skills, which can slow progress and reduce efficiency. So, while the project has the potential to improve DeFi marketing with AI, careful consideration of customization and complexity is necessary to achieve success.

    user-icon
    SIDAN Lab
    Jun 11, 2024 | 3:57 AM
    Project Owner

    Hi Nicolad2008,

    Your comment is valuable to us and your vision aligns with ours. This is exactly the reason why we are doing research on the feasibility of social listening and content-generation tools. Our end goal objective is to allow users to have customizable marketing agents while providing some easy setup tools and settings for users to select and save them time. Furthermore, as we are focusing on defi at this phase, the model is expandable to other scope of topics which further saves time for other domain knowledge users. 

    We hope this answers your questions. Feel free to let us know your feedback and it would be great if you could enter our Discord group to discuss :)

  • 0
    user-icon
    Max1524
    Jun 9, 2024 | 5:20 AM

    Overall

    3

    • Feasibility 3
    • Viability 3
    • Desirabilty 3
    • Usefulness 3
    How to limit the difference?

    What is the best way to minimize the gap between theory and practice? What I mean is that there will be a gap between the team's intentions in this proposal and the reality when the product of the proposal is applied into practice. This difference could be the job completion data or some other factor... The team can clarify this idea and come up with a solution.

    user-icon
    SIDAN Lab
    Jun 13, 2024 | 5:11 AM
    Project Owner

    Hi Max1524,

    Thank you for your feedback! Love this question as our core value is to create impactful use case. The question you raised is exactly why we need to conduct research on the use case and the feasibility of the tool. We will collect data directly from social media and test the tool with the data collected through back-and-forth testing. To keep track with the testing, join our Discord group to know more. Our project will be open source as well therefore we make sure the transparency is here. 

Summary

Overall Community

3.9

from 8 reviews
  • 5
    1
  • 4
    5
  • 3
    2
  • 2
    0
  • 1
    0

Feasibility

3.8

from 8 reviews

Viability

3.6

from 8 reviews

Desirabilty

3.8

from 8 reviews

Usefulness

3.8

from 8 reviews

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