Living Systems Observations and tidbits about systems and systems thinking, in technology, biology and beyond
Will data served as language models overtake the role of semantic/linked data? 2 HN points • 09 Aug 23 🕹 Technology Language Models Information Retrieval Artificial Intelligence The role of language models in serving data is being considered over semantic/linked data. Language models make data self-sufficient and self-describing, reducing the need for complex data schemas. Large language models present an opportunity for flexible data access and communication between models, potentially via linked data.
The future of Data: Less Data 1 HN point • 20 Mar 23 🕹 Technology Data Management Machine Learning Models Data Storage Managing less data can lead to more agile and quick decision-making. Utilizing models as an endpoint for data storage can optimize systems and reduce the need for large data storage. Shifting towards more generic and powerful models for storing data can lead to significant data storage optimization and environmental benefits.