Andrej Radonjic: Grass's Two Million Data Scraping Users Enabling Crypto x AI on Solana
Apr 22, 2024
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Founder of GRASS, a viral crypto AI project on Solana, discusses democratizing web data access. GRASS has 2M scraping devices for AI training, promoting fairness and transparency. Protocol on Solana blockchain for speed and scalability. Addresses bias in AI models, compensating users for data contributions, and ensuring data authenticity.
GRASS democratizes web scraping to combat data centralization and prioritize virality and transparency.
GRASS prevents bias by tracing data origins and focuses on unbiased, structured data for global AI development.
GRASS utilizes Solana for speed, cost-effectiveness, and data validation to ensure accuracy in AI applications.
Deep dives
Grass Protocol Overview
Grass, a crypto AI project on Solana, aims to democratize web scraping to combat data centralization. With over 2 million users, Grass scrapes and cleans massive internet datasets. The protocol prioritizes virality and transparency, facilitating the scraping of public web data for AI models.
Impacts of Grass Network
The Grass network's transparency ensures proof of scraping actions, enhancing data verification and user compensation. By allowing tracing of data origins, Grass prevents bias by diverse voices. Grass's focus on unbiased, structured data aims to revolutionize AI development globally.
AI Training and Data Cleaning
Grass trains AI models with large, structured data sets cleaned from dirty web data. Grass aids in fine-tuning models and labeling responses accurately, promoting reinforcement learning. Grass's approach ensures accuracy in AI applications.
Securing Data Integrity
Grass employs Solana for speed and cost-effectiveness, ensuring high transaction speeds for data validation. With a transparent block structure, Grass preserves data provenance and eliminates data poisoning risks, promoting AI model integrity.
Future Possibilities and Global Impact
Grass's decentralized approach enhances data access for developing AI models, benefiting both developed and developing nations. By bridging data language gaps, Grass enables cultural diversity in AI. Grass's vision opens new frontiers in global AI development.
GRASS (GetGrass.io) is a viral crypto AI project built on Solana that aims to scrape and validate internet data for AI training. The name 'GRASS' was chosen for its memeability and metaphors. The project addresses the scarcity of quality data and the control of web data by a few companies. It also tackles the unfairness of companies scraping data from residential networks without compensating users. GRASS is a network of 2 million devices that scrape and clean web data in real-time. The data collected by GRASS can be used for training specialized AI models, fine-tuning models, and real-time inference. GRASS is a web scraping protocol that aims to democratize access to public web data and enable the creation of AI models. The protocol allows users to download a browser extension or mobile app that scrapes data from websites and contributes it to the GRASS network. The data is then validated and stored on a decentralized network of nodes. GRASS aims to provide transparent and verifiable data, ensuring fairness and preventing bias in AI models. The protocol is built on the Solana blockchain for its speed, scalability, and innovation.
Andrej's Twitter - https://twitter.com/0xdrej
Chapters
00:00 - Introduction to GRASS
17:00 - Utilizing GRASS Data for AI Models and Inference
26:04 - Amassing Users and the Mission of GRASS
34:26 - Transparency and Privacy in Data Collection
44:36 - Tracking and Authenticating Data Sources
55:05 - Representing Every Region and Culture
Disclosures
This podcast is strictly informational and educational and is not investment advice or a solicitation to buy or sell any tokens or securities or to make any financial decisions. Do not trade or invest in any project, tokens, or securities based upon this podcast episode. The host and members at Delphi Ventures may personally own tokens or art that are mentioned on the podcast. Our current show features paid sponsorships which may be featured at the start, middle, and/or the end of the episode. These sponsorships are for informational purposes only and are not a solicitation to use any product, service or token.
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