Recent advancements in CRISPR technology have significantly enhanced gene editing capabilities, particularly through the development of novel systems and methodologies. One notable innovation is the engineering of TALE-linked deaminases (TALEDs) for precision adenine base editing in mitochondrial DNA. This study revealed that A-to-G-editing TALEDs induce a substantial number of off-target edits in the transcriptome, prompting the engineering of variants with fine-tuned deaminase activity to mitigate these effects (ref: Cho doi.org/10.1016/j.cell.2023.11.035/). Additionally, the introduction of prime editing systems utilizing the smaller Cas12a protein has expanded the potential for genome editing by allowing for the targeting of T-rich genomic regions, thus overcoming limitations associated with traditional CRISPR-Cas9 systems (ref: Liang doi.org/10.1038/s41587-023-02095-x/). Furthermore, a comprehensive toolkit for prime editing has been optimized, demonstrating efficient delivery and editing capabilities in various cellular contexts (ref: Marks doi.org/10.1038/s41587-023-02091-1/). These innovations collectively highlight the ongoing evolution of CRISPR technologies and their applications in therapeutic contexts, particularly in cancer and genetic disorders. The integration of multi-omics data into genetic screens has also been emphasized, as seen in the construction of a second-generation map of cancer dependencies. This work annotates 930 cancer cell lines, revealing intricate relationships between molecular markers and genetic vulnerabilities, thereby enhancing drug discovery efforts (ref: Pacini doi.org/10.1016/j.ccell.2023.12.016/). Moreover, functional genomic analyses have identified genetic variants influencing skin pigmentation, showcasing the versatility of CRISPR applications in understanding complex traits (ref: Feng doi.org/10.1038/s41588-023-01626-1/). Overall, these studies underscore the transformative potential of CRISPR and gene editing innovations in both basic research and clinical applications.