The advancements in CRISPR and genome editing technologies have significantly enhanced our ability to manipulate genetic material with precision. One notable study introduced HDRobust, a method that improves homology-directed repair (HDR) efficiency, achieving up to 93% mutation induction in targeted chromosomes by transiently inhibiting nonhomologous end joining pathways (ref: Riesenberg doi.org/10.1038/s41592-023-01949-1/). This method addresses the common limitations of HDR, such as low efficiency and off-target effects, thus paving the way for more reliable genome editing applications. Additionally, the development of enAsCas12f, an engineered CRISPR-Cas12f system, demonstrated an 11.3-fold increase in gene-editing activity compared to its predecessor, showcasing the potential for compact CRISPR systems in therapeutic contexts (ref: Wu doi.org/10.1038/s41589-023-01380-9/). Furthermore, the exploration of Cas12n nucleases revealed their evolutionary significance and potential as versatile genome editors, indicating a rich landscape for future CRISPR applications (ref: Chen doi.org/10.1016/j.molcel.2023.06.014/). In addition to these innovations, the use of CRISPR in understanding DNA damage and repair mechanisms has been highlighted through genome-scale mapping studies that identified critical genes involved in maintaining genomic integrity (ref: Zhao doi.org/10.1016/j.molcel.2023.06.025/). The integration of deep learning for predicting on-target and off-target activities of CRISPR guide RNAs further enhances the precision of genome editing (ref: Wessels doi.org/10.1038/s41587-023-01830-8/). Collectively, these studies underscore the transformative impact of CRISPR technologies on genetic research and therapeutic development, while also addressing the challenges of specificity and efficiency in genome editing.