The robot maintained consistent performance across 36 PIN, 26 POU, and 30.3 SNC interactions with approximately 60% success rates across all behaviors.

Link: nature.com/articles/s42...

and long-term monitoring over 5 separate nights and a continuous 21-night period, demonstrating median real-time inter-beat interval errors of 26.1ms and 34.1ms in outpatient and daily scenarios respectively, representing a tenfold improvement over existing systems.

Link: nature.com/articles/s41...

Link: nature.com/articles/s41...

Authors: Yekaterina Shulgina, Marena I. Trinidad, Conner J. Langeberg, @hnisonoff.bsky.social ,@SeyoneC,@PetrSkopintsev, Amos J. Nissley et. al Jamie H. D. Cate

Link: nature.com/articles/s41...

Authors: Srijit Seal, Maria-Anna Trapotsi et. al
Anne E. Carpenter

Link: nature.com/articles/s41...

Authors: Juntao Deng et. al Min Liu
Link: nature.com/articles/s42...

However, for complex goals or datasets, human copiloting became essential for accuracy. The system created "data-chained" manuscripts where results are programmatically linked to source code and data, enhancing verifiability

Link: ai.nejm.org/doi/full/10....

validated through integration of mouse and human datasets, demonstrating ~50% shared markers between species and identifying ICAM1 as a key human rCap marker.

Link: nature.com/articles/s41...

Link: nature.com/articles/s41...

- Experimental tests confirmed AgeXtend’s efficacy: enhanced yeast survival, a 10.8% lifespan increase in C. elegans, and senescence modulation in human fibroblasts using predicted compounds like fadrozole and deoxycholic acid.

Link: nature.com/articles/s43...