Lina Yin

Breaking through the limitations of AlphaFold, AI drug development is moving towards electronic-grade microscopic causal deduction. By Lina Yin 2026 is widely recognized by the industry as the "first year of Physical AI". Jensen Huang declared at CES that "the ChatGPT moment of Physical AI has arrived", while Fei-Fei Li divided world models into three categories: renderer, simulator and planner, judging that the three types of models will eventually converge into a real world model.

Conflicts of Interest The authors declare no conflict of interest. Data Availability Statement The data that support the findings of this study are available from the corresponding author upon reasonable request. Supporting Information Filename Description smll72603-sup-0001-SuppMat.docx2.8 MB Supporting File: smll72603-sup-0001-SuppMat.docx.

CONFLICT OF INTEREST STATEMENT The authors have declared no conflicts of interest. Supporting Information Filename Description ijc70109-sup-0001-Tables.pdfPDF document, 1.5 MB Data S1. Supporting Information. REFERENCES 1, , . Folic acid food fortification—its history, effect, concerns, and future directions. Nutrients. 2011; 3: 370-384. 2Prevention of neural tube defects: results of the Medical Research Council Vitamin Study. MRC Vitamin Study Research Group. Lancet. 1991; 338: 131-137. 3, .