{"id":"VC0110","type":"interview","title":"Causal Models Need Causal Data - Xaira's X-Cell (podcast)","authors_or_org":"Latent Space","date":"2026-07-21","year":"2026","venue":"Latent Space podcast","url":"https://www.latent.space/p/xaira","doi":"","pmid":"","brain_tumor_focus":"no","tags":["podcast","Bo Wang","causal-data"],"tag_slugs":["interview"],"tag_labels":["Interview & podcast"],"tag_labels_zh":["访谈与播客"],"unmapped_tags":["Bo Wang","causal-data"],"one_line_summary_en":"Podcast: why causal (Perturb-seq) data and diffusion beat linear baselines.","one_line_summary_zh":"播客：因果数据与扩散模型。","verified":"yes","verification_source":"web (official page via WebSearch)","page_url":"https://gliostate.com/library/VC0110/","api_url":"https://gliostate.com/api/items/VC0110.json","sameAs":["https://www.latent.space/p/xaira"],"is_preprint":false,"facets":{"type":"https://gliostate.com/library/type/interview/","year":"https://gliostate.com/library/year/2026/","tags":["https://gliostate.com/library/tag/interview/"]},"cited_by":[],"related":[{"id":"VC0112","title":"Lessons from Ron Alfa (Noetik) on AI-native precision oncology","shared_tags":["interview"],"page_url":"https://gliostate.com/library/VC0112/","api_url":"https://gliostate.com/api/items/VC0112.json"},{"id":"VC0111","title":"Training transformers to solve cancer trial failure — Ron Alfa & Daniel Bear, Noetik","shared_tags":["interview"],"page_url":"https://gliostate.com/library/VC0111/","api_url":"https://gliostate.com/api/items/VC0111.json"},{"id":"VC0109","title":"Scaling Bio 007: Xaira's Bo Wang and Ci Chu on building the virtual cell","shared_tags":["interview"],"page_url":"https://gliostate.com/library/VC0109/","api_url":"https://gliostate.com/api/items/VC0109.json"}]}