Antony Williams introduces the concept of online public compound databases, highlighting ChemSpider's extensive collection of over 25 million compounds. He discusses the challenges of finding accurate chemical data on the internet and the limitations of various databases, both public and proprietary. The document emphasizes the need for quality curation and the role of crowdsourcing in improving the reliability of chemical information online.