Sonnet 5 từ Vertex có thể được ra mắt vào cuối tuần này với các nâng cấp đáng chú ý: độ dài ngữ cảnh 1 triệu token, giá chỉ bằng ½ Opus 4.5, hiệu suất vượt trội và được huấn luyện trên TPU. Dự kiến sẽ cải thiện đáng kể ứng dụng trong lập trình và xử lý dữ liệu.

#AI #MachineLearning #VertexAI #Sonnet5 #MôHìnhNN #CôngNghệMới #TríTuệNhânTạo #AIUpdate #VertexModel #TPU #DeepLearning #AIResearch #ML #NLP #TechNews #CậpNhậtAI #AIModels #VietnamAI

https://www.reddit.com/r/singularity/comments/1qtc4j

Seems #afadin (which likes #tricellular junctions) does have a role to stabilize #Ecadherin #cell-cell #adhesion and is sensitive to #actin curvature.
This may be of interest to #vertexModel fans and beyond (we have this paper on how turnover of #Ecadherin adhesion can modulate #cellIntercalation dynamics, https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1009812)
Adhesion-regulated junction slippage controls cell intercalation dynamics in an Apposed-Cortex Adhesion Model

Author summary During development tissues undergo dramatic shape changes to build and reshape organs. In many instances, these tissue-level deformations are driven by the active reorganisation of the constituent cells. This intercalation process involves multiple cell neighbour exchanges, where an interface shared between two cells is removed and a new interface is grown. The key molecular players involved in neighbour exchanges, such as contractile motors proteins and adhesion complexes, are now well-known. However, how their physical properties facilitate the process remains poorly understood. For example, how do cells maintain sufficient adhesive contact while actively uncoupling from one another? Then, how does a new interface grow in a contractile environment? Many existing biophysical models cannot answer such questions, due to representing shared cell interfaces as discrete elements that cannot uncouple. In this paper, we develop a model that represents cell cortices as contractile rope-loops coupled by adhesions. We outline the conditions required for successful neighbour exchanges, in terms of the properties of the known molecules that drive the process. The model predicts that tissue dynamics depend strongly on the ability of neighbouring cortices to slip relative to one another, which is regulated by adhesion turnover.