What Is General Artificial Intelligence? The Evolution of AGI Concept in AI

What Is General Artificial Intelligence? The Evolution of AGI Concept in AI

Source: ScienceAI Original Title: Science | What Is General Artificial Intelligence? The Evolution of AGI Concept in AI Translated by | Kaixia On March 21, Professor Melanie Mitchell of the Santa Fe Institute (SFI) published an article titled “Debates on the Nature of Artificial General Intelligence” in Science. The author explores how the concept of … Read more

Intelligent Optimization Control System for RASO Cement Production

Intelligent Optimization Control System for RASO Cement Production

1. Issues in the Operation of Cement Kiln and Grinding System 1. Conventional DCS control algorithms are simple and have a single strategy. For the cement production system with large delays, strong coupling, and severe disturbances, it is difficult to achieve automatic and optimized production. On-site operations heavily rely on manual experience and manual operations, … Read more

Implementing AI-Driven Smart Sales with Large Models

Implementing AI-Driven Smart Sales with Large Models

Introduction This article explores how AI drives the next generation of sales. It discusses changes brought about by AI development, such as personalized text generation for telemarketing calls and enhanced interruption capabilities. It proposes future scenarios where sales personnel will no longer need to analyze user data and design scripts but will rely on AI … Read more

Exploring Throughput, Latency, and Cost Space of LLM Inference

Exploring Throughput, Latency, and Cost Space of LLM Inference

Selecting the right LLM inference stack means choosing the right model for your task and running appropriate inference code on suitable hardware. This article introduces popular LLM inference stacks and setups, detailing their cost composition for inference; it also discusses current open-source models and how to make the most of them, while addressing features that … Read more

76 Minutes to Train BERT! Google’s Brain New Optimizer LAMB Accelerates Large Batch Training

76 Minutes to Train BERT! Google's Brain New Optimizer LAMB Accelerates Large Batch Training

Selected from arXiv Authors: Yang You, Jing Li, et al. Editor: Machine Heart Editorial Team Last year, Google released the large-scale pre-trained language model BERT based on the bidirectional Transformer and made it open-source. The model has a large number of parameters—300 million—and requires a long training time. Recently, researchers from Google Brain proposed a … Read more

XGBoost Model Summary and Parameter Tuning

XGBoost Model Summary and Parameter Tuning

↑↑↑ Follow “Star Mark” Datawhale Daily Insights & Monthly Study Groups, don’t miss out Datawhale Insights Author: Wang Maolin, Huazhong University of Science and Technology, Datawhale Member Content Overview XGBoost Model and Parameter Tuning Summary XGBoost Principles XGBoost Advantages Summary XGBoost Parameter Details XGBoost Quick Usage XGBoost Parameter Tuning Methods PPT Download: Reply “210502” in … Read more