Datshaub under OOT has integrated into Binance's wallet as the first decentrized AI application to go online. This access means that users from different chains can more easily participate in data contributions for AI model training.
Users can submit data and be rewarded for simple tasks. All operational processes, including data submission and awards, are documented on the chain to ensure that the process is transparent.
Changes in data collection patterns
Currently, most of the data from the AI system are from centralized channels. These methods are not only cost-effective and inefficient, but also make it difficult to cover diverse user input. ORT offers another option: anyone can contribute to training data in the form of pictures, text or sensor data.
To ensure data quality, OOT designed a Proof-of-Honesty, PoH mechanism. The data submitted by the users will be distributed at random to other users for initial validation and, if necessary, again reviewed by the quality control team. Validated data will be stored in the centralised storage system of OOT and processed in its computing infrastructure.
OORT indicates that there are currently over 300,000 registered users, of which more than 80,000 are active daily. Some of the data sets submitted by the community have also received excellent rankings on the Google-based data science platform Kaggle.
Infrastructure and product structure
OOT owns the autonomously developed Layer-1 block chain Olympus Protocol, which is the technical basis for the entire system. Products under the flag include:
-
Datshaub: Data collection and labelling platform
-
ORT Storage: Decentralised data storage services
-
OOT Computer: Computer services for data validation and processing
These three together built a decentrized solution for AI. The system emphasizes data validation and process transparency and reduces reliance on centralised service providers.
Networks and cooperative ecology
OORT has received many recognition and support, including Microsoft and Google's developer support scheme (grenants) and investments from Taisu Ventures and Red Board Ventures. The project has also established partnerships with a number of enterprises, such as Binance Smart Chain, telecommunication cloud, Dale, High, etc. Core team members are from Columbia University, AT&T, Chase, Morgan Chase, etc.
In the future, OOT also plans to launch a platform called OOT AI, which will help enterprises to rapidly deploy the generation of AI assistants without programming.
Current incentives
To encourage users to participate in data collection, OOT has introduced a simple incentive mechanism in the Binance wallet. Users are rewarded for their assigned tasks, and the current reward pool is 15 BNBs, with a maximum of 0.6 BNB for individual contributors. All incentive processes are implemented and recorded on the chain.
Industry background
The demand for high-quality, labelled training data is growing rapidly. According to Grand View Research, the global data indicated a market size of $3.77 billion in 2024 and is expected to grow to $17.1 billion in 2030. OOT seeks to provide a more flexible and low-cost solution in this market through decentralised data collection and validation models.
Share to Twitter
Share Wing
Share to Microblogging
Share article links
Share social media
