Unite.AI

DECEMBER 5, 2023

This could lead to large categories of jobs being destroyed. With the current wave of AI adoption, AI will help doctors make better diagnoses and help lawyers review legal documents more efficiently. Before the telephone was invented, there was no such thing as a telephone operator. Some jobs will be enabled by AI.

AI 312

AI AI AI Tools Natural Language Processing 312

IBM Journey to AI blog

JANUARY 24, 2024

The online space continues to grow rapidly, opening more opportunities for cyberattacks to occur within a computer system, network, or web application. A cyberattack may include a phishing attempt or a broach of a physical security system. Post exploitation is when data is extracted from a compromised system and access is maintained.

Automation 201

Automation 201

Aiiot Talk

DECEMBER 23, 2023

Transition to Digital Systems If you’re like many SMEs, you rely on physical filing systems to store your data and paperwork. Digital systems can improve document security by providing secure storage and access privileges. When cyberattacks strike, critical systems go down for hours — possibly weeks.

Robotics 130

Robotics Artificial Intelligence Artificial Intelligence Automation 130

AI Weekly

SEPTEMBER 14, 2023

But one thing Microsoft-backed OpenAI needed for its technology was plenty of water, pulled from the watershed of the Raccoon and Des Moines rivers in central Iowa to cool a powerful supercomputer as it helped teach its AI systems how to mimic human writing. 2007, Rees et al. Attention automates it all for you.

Robotics 218

Robotics Artificial Intelligence Artificial Intelligence Machine Learning 218

IBM Journey to AI blog

JANUARY 22, 2024

Any company operating in the EU or handling EU residents’ data must adhere to GDPR requirements. The organization takes extra precautions when processing children’s data or special category data. Special category data includes highly sensitive data like a person’s race and biometrics.

Automation 221

Automation Explainability 221

Unite.AI

OCTOBER 17, 2023

The firm boasts several business lines, including compressed air systems, HVAC solutions, and cutting-edge technological products that cater to diverse industries, such as scientific laboratories and cargo transportation firms. It also has a presence in over 175 countries, operating primarily in the B2B segment.

AI 277

AI AI Machine Learning Algorithm 277

AWS Machine Learning Blog

NOVEMBER 17, 2023

Combining human and automatic review, a hybrid process is a common design approach. The following diagram illustrates the conceptual workflow of a near-real-time moderation system, designed with loose coupling to the live stream system. It provides choices for stopping the stream automatically and human-in-the-loop review.

ML 88

ML Natural Language Processing Algorithm Computer Vision 88

LevelAI

OCTOBER 20, 2023

Key Challenges with the Current QA Processes Disjointed and inefficient data flow between Salesforce and QA operations Salesforce is used company-wide to manage their customer and conversation data, but it was disconnected from their contact center operations and processes.

Metadata 59

Metadata Automation AI AI 59

Dlabs.ai

AUGUST 21, 2023

Company Location The location of your company’s HQ, operations, and data storage can dictate how you approach data processing, especially in AI. Especially for companies operating internationally, understanding how data can be transferred between countries is vital. Moreover, data protection laws are not static.

Large Language Models 98

Large Language Models Automation Categorization AI Modeling 98

Dlabs.ai

AUGUST 21, 2023

Company Location The location of your company’s HQ, operations, and data storage can dictate how you approach data processing, especially in AI. Especially for companies operating internationally, understanding how data can be transferred between countries is vital. Moreover, data protection laws are not static.

Large Language Models 98

Large Language Models Automation AI Modeling AI 98

Marktechpost

APRIL 23, 2024

Prompt Fuzzer : The Prompt Fuzzer is an interactive tool designed to evaluate the security of GenAI application system prompts by simulating various dynamic LLM-based attacks. It assesses security by analyzing the results of these simulations, helping users fortify their system prompts accordingly.

Generative AI 101

Generative AI LLM AI AI 101

AWS Machine Learning Blog

JANUARY 26, 2024

What operational and technical best practices can I integrate into how my organization builds generative AI LLM applications to manage risk and increase confidence in generative AI applications using LLMs? What are some ways to implement security and privacy controls in the development lifecycle for generative AI LLM applications on AWS?

Generative AI 122

Generative AI LLM ML AI 122

AWS Machine Learning Blog

OCTOBER 19, 2023

Amazon Rekognition uses a hierarchical taxonomy to label inappropriate or unwanted content with 10 top-level moderation categories (such as violence, explicit, alcohol, or drugs) and 35 second-level categories. Take the first step towards streamlining your content moderation operations with AWS. For this post, select Autosplit.

Computer Vision 107

Computer Vision Auto-complete Artificial Intelligence Artificial Intelligence 107

Bugra Akyildiz

JANUARY 1, 2023

They define main 3 different categories: Uncertainty reflects the imperfect or unknown information that makes it difficult for a model to make accurate predictions. Airbnb showed how they use manual/human review for labeling different posts in the this blog post. The manual review of candidates consists of several tasks.

Large Language Models 52

Large Language Models Deep Learning AI AI 52

Viso.ai

FEBRUARY 13, 2024

Let’s briefly review the term “Artificial Intelligence.” AI can be described as a union of machine learning algorithms and complex systems that instruct computers to execute activities that previously required human intelligence. To learn more, book a demo. What are the 3 Types of Artificial Intelligence?

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Computer Vision Natural Language Processing 52

Pickl AI

AUGUST 1, 2023

It includes text documents, social media posts, customer reviews, emails, and more. Text Classification This technique is helpful in the classification of large volumes of text into predefined categories. Removing stop words from the text data reduces noise and enhances the efficiency of subsequent text mining operations.

Data Analysis 52

Data Analysis Python Categorization Data Mining 52

Explosion

NOVEMBER 28, 2023

Prodigy is downloadable, enabling programmatic interaction, extension, and data privacy as it operates locally without cloud connections. All these settings can be conveniently defined via the spaCy config system, which makes it easy to keep your environment reproducible and well organized. support (dropping Python 3.7

Large Language Models 78

Large Language Models LLM Prompt Engineer Prompt Engineering 78

PyImageSearch

FEBRUARY 6, 2023

Although OAK can process 4 trillion operations per second, it is still an edge device. Configuring Your Development Environment To follow this guide, you need to have tensorflow , scikit-learn , and matplotlib installed on your system. Learning on your employer’s administratively locked system? No installation required.

Auto-classification 144

Auto-classification Computer Vision Neural Network Deep Learning 144

Topbots

JUNE 22, 2023

The response should be in one line with format company name in normal case followed by upper cased sentiment category in sequence separated by a semicolon:nn" prompt = """ + df['company'] + """ + " [" + df['title'] + ")]" return initial_txt + 'n'.join(prompt.tolist())

Machine Learning 111

Machine Learning ChatGPT Natural Language Processing Categorization 111

AWS Machine Learning Blog

SEPTEMBER 1, 2023

However, bringing such solutions and models to the business-as-usual operations is not an easy task. In this post, we discuss how to operationalize generative AI applications using MLOps principles leading to foundation model operations (FMOps). Security SMEs review the architecture based on business security policies and needs.

Generative AI 102

Generative AI Prompt Engineer Prompt Engineering AI 102

Mlearning.ai

JULY 2, 2023

The Art of Forecasting in the Retail Industry Part I : Exploratory Data Analysis & Time Series Analysis In this article, I will conduct exploratory data analysis and time series analysis using a dataset consisting of product sales in different categories from a store in the US between 2015 and 2018.

Categorization 52

Categorization Data Analysis Data Science ML 52

Bugra Akyildiz

JANUARY 20, 2024

Articles Google wrote an article for AI system for diagnostic medical reasoning and conversation. The blog post introduces AMIE, a research AI system designed for diagnostic medical reasoning and conversations. Airbnb wrote a review article on all of the papers submitted/accepted in KDD 23’ from their recommendations team.

Natural Language Processing 52

Natural Language Processing NLP AI AI 52

AWS Machine Learning Blog

MAY 5, 2023

To create this app, they need a high-quality dataset containing clothing images, labeled with different categories. First, we create a dataset named fashion200k and make it persistent, which allows us to save the results of computationally intensive operations, so we only need to compute said quantities once.

Metadata 75

Metadata Computer Vision Machine Learning Data Scientist 75

IBM Journey to AI blog

JANUARY 23, 2024

Procurement departments tend to be less visible to many stakeholders than sales, operations or even finance departments, but the impact they have on everything from the bottom line to product quality and service delivery shouldn’t be overlooked, which is why “procurement excellence” is a worthy pursuit.

AI Automation 241

AI Automation Automation Algorithm Generative AI 241

Unite.AI

SEPTEMBER 14, 2023

Several shortcomings of the artificial intelligence and blockchain industry can be addressed efficiently by combining both the technical systems. Blockchain systems offer decentralized and distributed solutions for decision making algorithms that can replace the requirement for a central authority.

AI 319

AI AI Algorithm AI Modeling 319

Unite.AI

FEBRUARY 26, 2024

Using this perceived vision context, the Mobile-Agent framework plans and decomposes the complex operation task autonomously, and navigates through the mobile apps through step by step operations. Using its visual perception module, the Mobile-Agent framework uses screenshots from the mobile device to locate operations accurately.

Large Language Models 214

Large Language Models Metadata Natural Language Processing Categorization 214

Heartbeat

NOVEMBER 22, 2023

Other product categories and details) ''' This step allows you to enter the product list for your store. context = [{'role': 'system', 'content': f""" You are ShopBot, an AI assistant for my online fashion shop - Nhi Yen. Explore Comet in action by reviewing my past hands-on projects.

Chatbots 52

Chatbots OpenAI Deep Learning Machine Learning 52

Unite.AI

MAY 8, 2024

As a web hosting review expert who has set up and managed many websites, I had been hearing about Cloudways and decided to try out their services. To tackle this, I created a rating system ranging from 1 to 5 to evaluate and fairly compare these hosts. in this category. in this category. Performance stats 4.8

Automation 130

Automation Machine Learning AI AI 130

Unite.AI

OCTOBER 27, 2023

Nowadays, humanity is facing a period of social transformation related to the replacement of one technological mode with another; “smart” machines and software learn quite quickly; artificial intelligence systems are increasingly capable of replacing people in many activities.

Artificial Intelligence 182

Artificial Intelligence Artificial Intelligence Robotics Neural Network 182

Flipboard

MAY 17, 2023

But our models for generalizing from a performance to a competence don’t apply to AI systems. I was reviewing a government report a few weeks ago, and it said, “Lawyers are going to disappear in 10 years.” I think we can get to a good, clean system of providing food for billions of people. Is that a legitimate concern?

Large Language Models 182

Large Language Models Robotics Convolutional Neural Networks Neural Network 182

AWS Machine Learning Blog

FEBRUARY 13, 2024

Drawing data from source systems, they mold raw data attributes into discernable features. There are two distinct categories of permissions associated with sharing resources: Discoverability permissions – Discoverability means being able to see feature group names and metadata. Take “age” for instance.

ML 104

ML ML Engineer Machine Learning Data Scientist 104

AWS Machine Learning Blog

FEBRUARY 8, 2024

They can enhance operational efficiency, customer service, and decision-making while reducing costs and enabling innovation. System integration – Agents make API calls to integrated company systems to run specific actions. Under Review and create , confirm your configuration settings, then choose Create knowledge base.

Automation 120

Automation Generative AI Categorization Python 120

AWS Machine Learning Blog

OCTOBER 10, 2023

Recent advances in ML have given rise to a new class of models known as foundation models , which are typically trained on billions of parameters and can be adapted to a wide category of use cases, such as text summarization, generating digital art, and language translation. You can also try these models using a test UI widget.

Machine Learning 90

Machine Learning OpenAI ML Algorithm 90

AWS Machine Learning Blog

MARCH 13, 2024

Today, many companies rely solely on human moderators to review toxic content. The system records all audio conversations without immediate analysis. A human moderator then reviews the reported conversation, investigating its content to determine if it violates platform policy.

LLM 107

LLM Natural Language Processing Prompt Engineer Prompt Engineering 107

The MLOps Blog

JANUARY 25, 2023

There are usually three different ways of implementing a sentiment classification system: Rule-based approach: In this approach, a set of predefined rules are used to classify the sentiment of the text. Different sets of words are first labeled into three different categories. For example, words like “Happy”, “Excellent”, etc.

BERT 52

BERT Natural Language Processing ML Deep Learning 52

IBM Journey to AI blog

NOVEMBER 14, 2023

A value exchange system built on data products can drive business growth for your organization and gain competitive advantage. Figure 1: The Data Monetization Lifecycle The raw data that fuels data monetization will come from three source categories: enterprise systems, external data and personal data.

ESG 283

ESG Generative AI AI AI 283

ML Review

MARCH 31, 2019

The systems classify the sign on the right as a Speed Limit: 45 mph sign! Another intriguing point is how imperceptibly little noise we needed to add to fool the system — after all, clearly, the added noise is not enough to fool us, the humans. The right image shows a physical perturbation applied to a Stop sign. Not really.

Neural Network 52

Neural Network Machine Learning Deep Learning Explainability 52