Colossal Clear Crawled Corpus (C4), an AI dataset utilized by main tech firms, comprises knowledge from numerous crypto-related web sites.
C4 dataset attracts from crypto websites
The Washington Submit and the Allen Institute for AI just lately analyzed the C4 dataset, rating web sites by the variety of “tokens” or textual content snippets taken from every supply.
The U.S. Securities and Change Fee — which partially comprises content material on cryptocurrency regulation — was among the many dataset’s largest sources. Its web site (sec.gov) ranked at #39 and accounted for 36 million, or 0.02%, of C4’s tokens.
Bitcointalk.org, a blockchain dialogue board created by Satoshi Nakamoto, ranked at #780. It accounted for six.1 million, or 0.004%, of C4’s tokens.
Cryptocurrency information and aggregation websites reminiscent of Cointelegraph and Coinmarketcap.com have been additionally represented. Eight such websites collectively accounted for not less than 0.008% of C4’s tokens, although different websites probably enhance the true complete.
Web sites associated to particular cryptocurrencies and exchanges have been additionally represented within the dataset however accounted for a negligible quantity of tokens.
Two crypto-adjacent websites additionally ranked extremely. IPFS (ipfs.io) ranked at #16 whereas Steemit (steemit.com) ranked at #594. The primary web site is a distributed community from the blockchain agency Protocol Labs, whereas the second makes direct use of blockchain. Nonetheless, these websites don’t essentially comprise content material associated to cryptocurrency.
Mainstream websites topped the checklist
The C4 dataset is utilized in AI language fashions from main tech firms together with Google’s T5 and Fb’s LLaMA, in line with the Washington Submit.
Although the above websites are amongst C4’s most vital crypto-related web sites, they’re outranked by mainstream web sites and information sources, which regularly cowl cryptocurrency matters and are probably the first supply for all crypto-related knowledge.
C4 has additionally been criticized for holding hate speech and pirated knowledge. Although the dataset’s identify means that it has been “cleaned,” its assemblers solely used a listing of 400 phrases to censor particular content material, which means that controversial content material stays intact.
The presence of crypto websites, in addition to the presence of controversial knowledge, may have an effect on the extent of bias seen in content material produced by AI chatbots.
