Authors: Divya Gadde, Ko-Jen Hsiao, Dhaval Patel and Moumita BhattacharyaThe motivation for building the Netflix Foundation Model for personalization was laid out in this previous blog post. The...

AWS has added Cluster Mode to Elastic Beanstalk, running applications on EKS clusters the service creates and operates. Clusters are assigned by subnet set and cannot be changed afterward, direct...

本文系统梳理统计学习核心概念，包括预测与推断的区别、参数与非参数方法、偏差-方差权衡及过拟合。介绍线性回归、逻辑回归、LDA/QDA、朴素贝叶斯、泊松回归等模型，以及交叉验证、岭回归、Lasso、样条、GAM、决策树、随机森林、Boosting、SVM等方法，强调模型灵活性与可解释性的权衡。

Jake Lazaroff discussed the AT Protocol as a framework for distributed applications beyond social networking. He emphasised a local-first architecture where users maintain data in PDSs while...

Modern applications generate and consume enormous amounts of semi-structured data. User profiles, product catalogs, IoT telemetry, application events, AI prompts, and content metadata rarely fit...

Google has introduced Middleware for Genkit, its open-source framework for building AI-powered and agentic applications. The update adds a programmable interception layer around model calls, tool...

AWS announced that Amazon WorkSpaces can now serve as managed virtual desktops for AI agents in public preview. Agents authenticate through IAM and operate legacy applications via computer vision...

Today's applications require monitoring, logging, configuration, etc. Each of these concerns can be implemented as a component or a service. These cross-cutting concerns can be tightly integrated...

The JupyterHub and Jupyter Book communities are hiring a community manager.Join our community and support us all to grow, nurture, and build things together. Credit: The Turing Way and Scriberia,...

We recently announced the availability of MySQL AI which enables predictive and generative AI workflows for on-premise MySQL customers. MySQL AI includes built-in LLMs and embedding models that...

We saw in part 1 how to deploy our starter kit in OCI, and in part 2 how to connect to the compute instance. We will now check which development languages are available on the compute instance...

An open-source testing platform and SDK for LLM and agentic applications that generates test scenarios and evaluates model outputs.

Create a chatbot in LangChain using HeatWave GenAI

本研究提出了一种“可信声誉游戏”模型，旨在解决去中心化区块链声誉系统的操控问题。该模型确保用户真实信念为最佳策略，并通过纳什均衡有效评估服务器的可信度，具有应用潜力。

本研究提出了“天逸”模型，旨在解决传统中医学在临床应用中的知识缺乏问题。该模型基于76亿参数，通过多样化的中医语料库进行预训练，显示出在精确诊断和处方制定方面的显著潜力，有效缩小中医知识与实际应用之间的鸿沟。

本研究探讨投票建议应用（VAA）在对抗性操控下对民主过程的风险，揭示了11种操控策略及其影响。提出VAA应具备的对抗鲁棒性属性，并建立评估指标，以减少操控影响，确保基于AI的VAA的安全性和可靠性。

本研究探讨了基础模型驱动的机器人在开放环境中的应用挑战与机遇，提出的SPINE框架首次实现了复杂环境中的机器人规划，展示了其在自主探索和任务执行中的潜力。