Recent advancements in stem cell biology have highlighted the intricate interplay between embryonic and extraembryonic tissues during development. A study by Wei et al. demonstrated the successful derivation of embryonic stem cells (FTW-ESCs), extraembryonic endoderm stem cells (FTW-XENs), and trophoblast stem cells (FTW-TSCs) from mouse and cynomolgus monkey blastocysts using a unified culture condition that activates the FGF, TGF-β, and WNT pathways (ref: Wei doi.org/10.1016/j.cell.2023.11.008/). This approach not only simplifies the culture conditions but also enhances the potential for studying lineage crosstalk. Wu et al. further explored the in vitro culture of mammalian embryos, revealing that embryonic stem cells cultured in a 3D agarose matrix can undergo polarization and lumenogenesis, mimicking in vivo conditions (ref: Wu doi.org/10.1038/s41592-023-02071-y/). Additionally, Haniffa et al. emphasized the importance of developmental cell atlases in informing stem cell embryo models, utilizing gene expression-based connectivity matrices to understand spatial transitions in cell states (ref: Haniffa doi.org/10.1038/s41592-023-02072-x/). These findings collectively underscore the significance of environmental factors and spatial dynamics in stem cell development and differentiation. Moreover, the generation of transgene-free hematopoietic stem cells from human induced pluripotent stem cells (iPSCs) has been a focal point in regenerative medicine, as highlighted by Piau et al. (ref: Piau doi.org/10.1016/j.stem.2023.11.002/). Their work addresses the increasing demand for clinical-grade hematopoietic stem cells, which are crucial for effective transplantation therapies. Liu et al. investigated the role of niche inflammatory signals in mammary regeneration, revealing how these signals protect stem cells from cytotoxic stress, thereby enhancing their regenerative capacity (ref: Liu doi.org/10.1016/j.stem.2023.11.012/). Lastly, MacCarthy et al. introduced a chimeric super-SOX factor that promotes naive pluripotency across multiple species, demonstrating the potential for cross-species applications in stem cell research (ref: MacCarthy doi.org/10.1016/j.stem.2023.11.010/).