search
HomeTechnology peripheralsAITo explore the implementation of AI in thousands of industries, the AISummit 'AI Empowering Industrial Practice' sub-forum was successfully held

On August 6th and 7th, 2022, ​​AISummit Global Artificial Intelligence Technology Conference​​ will be held as scheduled. The theme of this conference is "Drive·Innovation·Digital Intelligence", and the content covers computer vision, natural language processing, speech recognition, algorithms and models, recommendation systems, machine learning, intelligent driving, smart finance, metaverse, MLOps and many other technologies. The segmented fields bring a gluttonous technology feast to mid-to-high-end technology managers and technology practitioners of technology companies, business managers who plan/are undergoing digital transformation, as well as people and entrepreneurs interested in the field of artificial intelligence. .

On the afternoon of the 7th, at the sub-forum with the theme of "AI Empowering Industry Practice", Jiang Wei, the head of the risk intelligent high-availability algorithm of the Ant Group Technology Risk Department, and Baidu Senior R&D Engineer/AI Drug Discovery Technology Five big names, Fang Xiaomin, the person in charge, Ma Guoning, deputy general manager of Taifan Technology, Zhang Bo, CTO of Cloud Wisdom, and Chen Guanling, technical partner of Fuyou Trucks, brought wonderful theme sharing around the application practice of AI in different fields, and provided insights into the application of AI in different fields. The implementation of thousands of industries provides a powerful reference.

Ant Green Intelligent Capacity Technology Practice

In cloud-native large-scale online microservice systems, failures mainly come from changes and capacity. Once a failure occurs, it may cause service interruptions and production accidents, resulting in huge economic losses and concentrated customer complaints. How to apply algorithm models to build change risk identification and automatic capacity assessment, improve system reliability, and ensure high availability? In the theme sharing of "Ant Green Intelligent Capacity Technology Practice" brought by Jiang Wei, head of the Risk Intelligent High Availability Algorithm of Ant Group's Technology Risk Department, he explained it in detail.

Jiang Wei said that a highly available system must have three main elements: less faults, fast recovery, and low costs. Ant Group's main faults come from change and capacity, accounting for more than 50% of the total. To this end, Ant Group has used its algorithm capabilities to build change risk identification capabilities in change scenarios and automated capacity assessment capabilities in capacity scenarios.

In the following time, Jiang Wei shared in detail the main technologies used by Ant Group in change scenarios, as well as some practices in green intelligent capacity technology. Jiang Wei said that through various technical optimizations, Ant Group’s risk identification and capacity assessment have achieved significant results in system reliability and guarantee.

Jiang Wei emphasized that data has data boundaries, and algorithms have algorithm boundaries. However, only by truly understanding business, data, and engineering can algorithms be implemented faster and better in business scenarios, and data Give full play to its value better and let technology truly create greater value for the enterprise.

Baidu Biocomputing Large Model's Drug Research and Development Approach

In recent years, "AI medical care" has developed rapidly. With its intelligent and automated characteristics, it is mainly used in Public health, medical imaging, medical robots, drug research and development, etc. Although "AI medical care" is still in its early stages, with relatively low commercial application and low overall market penetration, "AI medical care" has a very broad space for development.

Fang Xiaomin, senior R&D engineer at Baidu and head of AI drug discovery technology, pointed out in the sharing titled "Drug Research and Development of Baidu Biocomputing Large Model" that the current main focus of AI drug research and development is on the drug design and discovery stage. , focusing on using machine learning models to solve time-consuming and costly simulated chemical or biological experiments in drug design and discovery. Fang Xiaomin said that the main challenge faced in using AI for drug research and development is that there is very little annotated data in the biological field and the acquisition cost is very high.

In order to better apply AI technology in the field of biomedicine, Baidu launched PaddleHelix. PaddleHelix is ​​an AI-driven comprehensive biocomputing open source tool library. The bottom layer relies on PaddlePaddle's core framework, and includes two layers of open source tools and platform services. In the following time, Fang Xiaomin introduced in detail the main technical advantages of the propeller PaddleHelix.

Fang Xiaomin said that PaddleHelix hopes to use all kinds of data we can obtain as much as possible, such as unlabeled data. He emphasized that in the biological field, there is a lot of unlabeled data. Using PaddlePaddle, we can collect about 1B unlabeled data of compounds and 2B unlabeled data of proteins. According to reports, PaddlePaddle can complete compound modeling and protein modeling and folding, and has achieved remarkable results.

Picture everything, from Königsberg to empowering all industries

In the process of industrial empowerment, when AI encounters bottlenecks and its own capabilities are insufficient, who will come? Empowering AI? Using knowledge graphs is the best way.

Ma Guoning, deputy general manager of Taifan Technology, shared the theme of "Mapping Everything, from Königsberg to Empowering All Industries", starting from the knowledge graph, an important technology in the field of cognitive intelligence. The famous Seven Bridges of Königsberg problem proposed by Euler extends to how to use cutting-edge theoretical technologies in graph theory and other fields to solve the problems of complex entities, difficult retrieval, and excessive update overhead faced in the practical application of knowledge graphs.

Ma Guoning emphasized that it has become a consensus to solve different industry problems in a low-cost and high-efficiency way by creating an effective platform tool. In the following sharing, Ma Guoning combined a large number of practical cases in detail to demonstrate the technical practice of using the knowledge graph platform to empower different industries.

Ma Guoning said that we are committed to providing a tool for the industry to make cutting-edge and difficult-to-understand technology applications fool-proof, providing multiple possibilities for AI and industry empowerment, and allowing the artificial intelligence industry to have a hundred flowers bloom. s future.

From the laboratory to the user's desktop, the road to AI implementation

In recent years, AI has been widely used in various industries, promoting the intelligence of various industries , which has greatly improved the management level and decision-making level, including the IT industry. Applying AI to IT operations, also known as AIOps, is a hot spot for AI application in the IT industry. Therefore, how to operate and maintain efficiently has become a problem that IT departments and even CIOs must face.

Zhang Bo, CTO of Cloud Intelligence, pointed out in his sharing titled "From Laboratory to User Desktop, the Road to Implementation of AI" that adding Algorithm algorithms to data such as indicators, logs and call chains is the scene of AIOps . In the following sharing, Zhang Bo shared about intelligent operation and maintenance in the AI ​​2B industry, explaining how AI algorithms are adapted and implemented in the industry, and how AI engineering is adapted and implemented in the industry. He also shared Practical cases of enterprise development technology in the industry.

Zhang Bo said that AI to B is a particularly interesting industry that requires both Algorithm capabilities and implementation, and success or failure is judged by results. There is a sea of ​​​​stars with the entire Algorithm and the entire algorithm, and everyone needs to explore it together. Deep learning, machine learning and other technologies can truly empower industrial change.

Technical application of autonomous driving in trunk logistics

Autonomous driving is one of the most typical application scenarios of artificial intelligence. For logistics companies, in addition to safety, the core motivation for applying autonomous driving is to reduce costs.

Chen Guanling, technical partner of Fuyou Trucks, pointed out in his sharing titled "Technical Application of Autonomous Driving in Trunk Logistics" that road freight has long had many pain points. One of them is the long sensing distance. For heavy trucks, longer sensing distance means longer braking distance. Second, it is difficult to change lanes. It takes about 10 seconds for a truck to complete a lane change in a high-speed scenario. If the driver's advance observation is included, it may take longer, and the risk to the safe driving of surrounding vehicles will be greater. .

In the following time, Chen Guanling shared in detail the open source commercial operation scenarios of autonomous driving companies, and comprehensively analyzed the integrated development of AI and logistics from three perspectives: technology, implementation, and practice. In order to promote the advancement of autonomous driving technology, Fuyou Truck has launched the "Venus" plan to open source autonomous driving companies and open up Fuyou's commercial operation scenarios.

Chen Guanling said that our vision is to move from the current dispatching of human-driven trucks, to the future dispatching of intelligent vehicles that combine humans and machines, to the future dispatching of completely driverless trucks, to create a truly cross-city dispatch. Intelligent operation platform for trunk logistics.

Written at the end: With the optimization of computer vision, speech recognition, machine learning, algorithms, models and other technologies, as well as the continuous improvement of the industrial structure, artificial intelligence has richer application scenarios , such as applications in risk control assessment, engineering operation and maintenance, biopharmaceuticals, logistics and freight, etc., while accelerating the structural upgrade of the AI ​​industry. Through the convening of this event, senior experts in the field of artificial intelligence in five major industries shared their wonderful practices, which provided a powerful reference for the application of artificial intelligence in different fields and further drove the implementation of artificial intelligence technology in thousands of industries.


To watch the video replay, please go to the official website of the AISummit conference:​​aisummit.51cto.com​

Follow [51CTO Technology Stack] official account, reply to [AI Conference] to receive the conference PPT


The above is the detailed content of To explore the implementation of AI in thousands of industries, the AISummit 'AI Empowering Industrial Practice' sub-forum was successfully held. For more information, please follow other related articles on the PHP Chinese website!

Statement
This article is reproduced at:51CTO.COM. If there is any infringement, please contact admin@php.cn delete
I Tried Vibe Coding with Cursor AI and It's Amazing!I Tried Vibe Coding with Cursor AI and It's Amazing!Mar 20, 2025 pm 03:34 PM

Vibe coding is reshaping the world of software development by letting us create applications using natural language instead of endless lines of code. Inspired by visionaries like Andrej Karpathy, this innovative approach lets dev

How to Use DALL-E 3: Tips, Examples, and FeaturesHow to Use DALL-E 3: Tips, Examples, and FeaturesMar 09, 2025 pm 01:00 PM

DALL-E 3: A Generative AI Image Creation Tool Generative AI is revolutionizing content creation, and DALL-E 3, OpenAI's latest image generation model, is at the forefront. Released in October 2023, it builds upon its predecessors, DALL-E and DALL-E 2

Top 5 GenAI Launches of February 2025: GPT-4.5, Grok-3 & More!Top 5 GenAI Launches of February 2025: GPT-4.5, Grok-3 & More!Mar 22, 2025 am 10:58 AM

February 2025 has been yet another game-changing month for generative AI, bringing us some of the most anticipated model upgrades and groundbreaking new features. From xAI’s Grok 3 and Anthropic’s Claude 3.7 Sonnet, to OpenAI’s G

How to Use YOLO v12 for Object Detection?How to Use YOLO v12 for Object Detection?Mar 22, 2025 am 11:07 AM

YOLO (You Only Look Once) has been a leading real-time object detection framework, with each iteration improving upon the previous versions. The latest version YOLO v12 introduces advancements that significantly enhance accuracy

Elon Musk & Sam Altman Clash over $500 Billion Stargate ProjectElon Musk & Sam Altman Clash over $500 Billion Stargate ProjectMar 08, 2025 am 11:15 AM

The $500 billion Stargate AI project, backed by tech giants like OpenAI, SoftBank, Oracle, and Nvidia, and supported by the U.S. government, aims to solidify American AI leadership. This ambitious undertaking promises a future shaped by AI advanceme

Sora vs Veo 2: Which One Creates More Realistic Videos?Sora vs Veo 2: Which One Creates More Realistic Videos?Mar 10, 2025 pm 12:22 PM

Google's Veo 2 and OpenAI's Sora: Which AI video generator reigns supreme? Both platforms generate impressive AI videos, but their strengths lie in different areas. This comparison, using various prompts, reveals which tool best suits your needs. T

Google's GenCast: Weather Forecasting With GenCast Mini DemoGoogle's GenCast: Weather Forecasting With GenCast Mini DemoMar 16, 2025 pm 01:46 PM

Google DeepMind's GenCast: A Revolutionary AI for Weather Forecasting Weather forecasting has undergone a dramatic transformation, moving from rudimentary observations to sophisticated AI-powered predictions. Google DeepMind's GenCast, a groundbreak

Which AI is better than ChatGPT?Which AI is better than ChatGPT?Mar 18, 2025 pm 06:05 PM

The article discusses AI models surpassing ChatGPT, like LaMDA, LLaMA, and Grok, highlighting their advantages in accuracy, understanding, and industry impact.(159 characters)

See all articles

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

AI Hentai Generator

AI Hentai Generator

Generate AI Hentai for free.

Hot Article

R.E.P.O. Energy Crystals Explained and What They Do (Yellow Crystal)
2 weeks agoBy尊渡假赌尊渡假赌尊渡假赌
R.E.P.O. Best Graphic Settings
2 weeks agoBy尊渡假赌尊渡假赌尊渡假赌
R.E.P.O. How to Fix Audio if You Can't Hear Anyone
2 weeks agoBy尊渡假赌尊渡假赌尊渡假赌

Hot Tools

VSCode Windows 64-bit Download

VSCode Windows 64-bit Download

A free and powerful IDE editor launched by Microsoft

SublimeText3 Mac version

SublimeText3 Mac version

God-level code editing software (SublimeText3)

EditPlus Chinese cracked version

EditPlus Chinese cracked version

Small size, syntax highlighting, does not support code prompt function

MantisBT

MantisBT

Mantis is an easy-to-deploy web-based defect tracking tool designed to aid in product defect tracking. It requires PHP, MySQL and a web server. Check out our demo and hosting services.

mPDF

mPDF

mPDF is a PHP library that can generate PDF files from UTF-8 encoded HTML. The original author, Ian Back, wrote mPDF to output PDF files "on the fly" from his website and handle different languages. It is slower than original scripts like HTML2FPDF and produces larger files when using Unicode fonts, but supports CSS styles etc. and has a lot of enhancements. Supports almost all languages, including RTL (Arabic and Hebrew) and CJK (Chinese, Japanese and Korean). Supports nested block-level elements (such as P, DIV),