White paper
  • WHITE PAPER
    • 📖Introduction: The Data Wall
    • 📖Human Generated Data
    • 📖Scaling data generation with blockchain
  • TA-DA PLATFORM
    • ⚙️Architecture
      • 👷Production
      • ✅Quality Control
      • 💰Rewards
    • ❇️Use-cases
      • 🧠Artificial Intelligence
        • ➡️Audio Datasets
        • ➡️Video Datasets
        • ➡️Image Datasets
        • ➡️Text Datasets
      • 🖇️Data Structuring
    • 🛫Roadmap
  • Token
    • 📊Token Economics
    • 🏦Staking
      • ➡️On-chain Staking
      • ➡️Meria Staking
      • ➡️xExchange Metastaking
  • LINKS
    • 🌎Website
    • 🐦X (Twitter)
    • 🗣️Discord
    • 🗞️Telegram
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  1. TA-DA PLATFORM

Architecture

PreviousScaling data generation with blockchainNextProduction

Last updated 6 days ago

Key challenges

Ta-da provides a connecting crowdworking supply and demand across multiple domains, from data collection to surveys or social media engagement.

Building an efficient crowdsourcing platform is deceptively complex. While the core idea of distributing tasks to a large pool of contributors sounds simple, executing it at scale and with quality requires solving multiple layered challenges across UX, data integrity, or operational scalability.

PRODUCTION

  • Global crowdsourcing platforms must offer the same level of performance across countries with very different devices and internet bandwidth available

  • Most failures in crowdsourcing stem from poor task interfaces. Ambiguity in instructions or clunky UX can drastically increase error rates, and quality control costs

  • Data produced needs to be well structured and traceable, and coming from verified, trusted users to guarantee quality

QUALITY CONTROL

The paradox of crowdsourcing is that while it gives access to large volumes of human input, this input is inherently noisy. Ensuring accuracy, consistency, and validity of submissions (especially in open environments) demands robust verification mechanisms.

REWARDS

Sustainable crowdsourcing models require a balance between speed, cost, and data quality, while remaining attractive enough for high quality producers to remain involved with the platform.

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