IBM Journey to AI blog

JANUARY 29, 2024

AI offers insights and the ability to automate capabilities intelligently. Use data and automated precision to produce results What is automated precision? billion in 2022. billion in 2022. AI is a critical component in this advancement toward automated precision. It is expected to reach $20.9

Automation 180

Automation Machine Learning Generative AI ML 180

Google Research AI blog

FEBRUARY 7, 2023

In 2022, we focused on new techniques for infusing external knowledge by augmenting models via retrieved context; mixture of experts; and making transformers (which lie at the heart of most large ML models) more efficient. We have proposed a new constrained optimization algorithm for automating hyperparameter tuning.

Deep Learning 118

Deep Learning Algorithm Neural Network ML 118

IBM Journey to AI blog

JUNE 2, 2023

Automate routine tasks to free up time to provide personalized services and build relationships with families. IBM Operational Decision Manager (ODM) enables businesses to respond to real-time data by applying automated decisions, enabling business users to develop and maintain operational systems decision logic.

Auto-complete 220

Auto-complete DevOps Automation Knowledge Model 220

IBM Journey to AI blog

JANUARY 25, 2024

A recent report shows a significant increase in the cost of manufacturing downtime from 2021 to 2022, with Fortune Global 500 companies now losing 11% of their yearly turnover which amounts to nearly USD 1.5 Master data quality to improve scoring, prioritization and automated validation of data. Results may vary.

Algorithm 202

Algorithm Categorization Data Quality Artificial Intelligence 202

IBM Journey to AI blog

OCTOBER 13, 2023

In IDC’s 2022 Global Supply Chain Survey , they identified that “lack of visibility and resiliency to see necessary changes in time to react effectively” was the most problematic and unaddressed deficiency in modern supply chain management and inventory optimization.

Automation 185

Automation Data Analysis Algorithm 185

Unite.AI

SEPTEMBER 27, 2023

The pace is speeding up even further now, as Peter predicts that between 2022 and 2026, we'll see another 100 years of progress, and so on. For example, I have recently tested this on an outdated blog post on our website. AI can also help structure and automate information within your company so that it is instantly accessible.

Artificial Intelligence 324

Artificial Intelligence Artificial Intelligence Automation AI 324

The Stanford AI Lab Blog

FEBRUARY 22, 2022

The 36th AAAI Conference on Artificial Intelligence (AAAI 2022) is being hosted virtually from February 22th - March 1st. We’re excited to share all the work from SAIL that’s being presented, and you’ll find links to papers, videos and blogs below.

Computer Vision 40

Computer Vision Robotics Artificial Intelligence Artificial Intelligence 40

IBM Journey to AI blog

MAY 25, 2023

It stands alongside IBM Consulting’s existing global AI and Automation practice, which includes 21,000 data and AI consultants who have conducted over 40,000 enterprise client engagements. The post IBM Consulting unveils Center of Excellence for generative AI appeared first on IBM Blog.

Generative AI 270

Generative AI AI AI Artificial Intelligence 270

IBM Journey to AI blog

NOVEMBER 10, 2023

A recent survey 1 found that cloud over-spending was higher in 2022 than in the previous year: 56% of companies surveyed admitted that spending on public cloud was significantly over budget, some by over 20% to 30% of their intended spend. One of the challenges for IT, though, is controlling cloud consumption costs while moving workloads.

Automation 188

Automation Machine Learning AI AI 188

Unite.AI

AUGUST 3, 2023

In this blog, we delve into the top five AI medical scribes making waves in the medical sector today. Key Features: Real-time, accurate transcription Ambient AI for a hands-free experience Seamless integration with EHR systems Human quality assurance for enhanced accuracy Automated note creation in SOAP format 2.

Natural Language Processing 246

Natural Language Processing Robotics AI AI 246

IBM Journey to AI blog

FEBRUARY 13, 2024

In fact, in a 2022 survey , 73% of consumers said that traceability is important to them. Another way to use strategic sourcing methods to reduce costs is through digital transformation , such as automating manual processes. And from that group, 71% would pay a premium for it.

ESG 215

ESG Automation Artificial Intelligence Artificial Intelligence 215

IBM Journey to AI blog

OCTOBER 9, 2023

Artificial intelligence (AI) can help usher in a new era of human resource management, where data analytics, machine learning and automation can work together to save people time and support higher-quality outcomes. This shift is viewed as an expansion of job possibilities.

Artificial Intelligence 185

Artificial Intelligence Artificial Intelligence Automation Natural Language Processing 185

IBM Journey to AI blog

SEPTEMBER 6, 2023

From customized content creation to task automation and data analysis, AI has seemingly endless applications when it comes to marketing, but also some potential risks. Content generation: The recent launch of OpenAI’s generative AI platform ChatGPT in November of 2022 has prompted a flood of new use cases for AI.

Automation 214

Automation Data Scientist AI AI 214

IBM Journey to AI blog

AUGUST 14, 2023

The Cost of a Data Breach 2023 global survey found that extensively using artificial intelligence (AI) and automation benefited organizations by saving nearly USD 1.8 The need for a more proactive cybersecurity approach using AI and automation Fortunately, there are solutions that have shown real benefits to help overcome these challenges.

Automation 150

Automation Machine Learning ML AI 150

IBM Journey to AI blog

APRIL 10, 2024

It is imperative that you save costs in everything: automation will help drive faster feature go-lives, faster feedback loops, less waiting and coordination times, high quality test frameworks, resilient platforms, easy and fast upgrades, zero downtimes among others. trillion in 2022.

Software Engineer 244

Software Engineer Automation ML AI 244

IBM Journey to AI blog

MAY 16, 2023

According to an Everest Group® study , offshore MMS centers increased over 50% from 2019 to 2022. These processes are becoming more complex as AI and automation eliminate the tasks that can be executed through technology, leaving only the most challenging work behind. What are managed marketing services (MMS)?

Automation 187

Automation AI AI 187

AWS Machine Learning Blog

APRIL 4, 2023

Note that the automation identifies the file format that it must use while creating the FAQ by reading the uploaded file extension and as an exception case by the prefix of header_ for the CSV document with a header. Therefore, this action creates two FAQs, such as demo-json-faq-22-09-2022-20-09-11 and demo-JSON-faq-22-09-2022-20-09-11.

Automation 69

Automation DevOps Machine Learning ML 69

IBM Journey to AI blog

APRIL 6, 2023

Organizations sourcing, screening, interviewing, hiring or promoting individuals in New York City are required to conduct yearly bias audits on automated employment decision-making tools as per New York City Local Law 144 , which was enacted in December 2021.

Automation 144

Automation AI AI Artificial Intelligence 144

IBM Journey to AI blog

JANUARY 9, 2024

relative to 2022, with the highest being in infrastructure-as-a-service (at 23%) followed by software-as-a-service (SaaS, at 8.4%) and IT services (at 3%). The recipe for XaaS success appeared first on IBM Blog. In fact, IDC estimates that IT infrastructure-related spending will grow by a modest 4.5%

Data Ingestion 183

Data Ingestion Automation Data Platform AI 183

IBM Journey to AI blog

JUNE 9, 2023

According to “ The 2022 API Security Trends Report ” by 451 Research and commissioned by Noname Security, this is proving to not be sufficient, and more advanced security is needed to protect APIs across their lifecycle. The post Why advanced API security is critical to outsmarting new threats appeared first on IBM Blog.

Artificial Intelligence 211

Artificial Intelligence Artificial Intelligence Automation AI 211

IBM Journey to AI blog

JULY 19, 2023

The industry is under tremendous pressure to accelerate drug development at an optimal cost, automate time- and labor-intensive tasks like document or report creation to preserve employee morale, and accelerate delivery. Yet, it is burdened by long R&D cycles and labor-intensive clinical, manufacturing and compliancy regimens.

Generative AI 161

Generative AI Large Language Models AI AI 161

IBM Journey to AI blog

FEBRUARY 7, 2024

4 Efforts to preserve biodiversity and natural resources gained momentum in December 2022, when countries signed a global biodiversity framework at the United Nations’ COP15 summit. The smart factories that make up Industry 4.0 Join the IBM Sustainability Community 1 Green transition creates $10.3T

ESG 246

ESG Artificial Intelligence Artificial Intelligence Machine Learning 246

IBM Journey to AI blog

OCTOBER 9, 2023

It can do this primarily by helping automate government services offered to citizens, as well as create greater efficiencies in how agencies communicate internally and with people who rely on public services. In this way, AI-enhanced automation and efficiency could help enable government agencies to serve as a hub for citizens.

Automation 135

Automation AI AI Natural Language Processing 135

IBM Journey to AI blog

MAY 6, 2024

In 2022, less than 10% of trial participants for FDA approval were Black, fewer than 12% were Asian, under 13% were Hispanic, and women constituted less than 50% (Exhibit 3), not reflective of the current US population. The AI automation enables real-time site performance tracking, sends prompt alerts and helps ensure streamlined reporting.

Convolutional Neural Networks 180

Convolutional Neural Networks Neural Network AI AI 180

IBM Journey to AI blog

JULY 25, 2023

These include incomplete data reports to identify missing or overlapping data at a granular level – such as by supplier or location – tools to automate the collection of missing data, and data health checks that include various metrics like time series meter data.”

ESG 153

ESG Data Quality Machine Learning Automation 153

IBM Journey to AI blog

SEPTEMBER 15, 2023

” Similarly, when the SEC announced the proposed regulations in 2022, SEC Chair, Gary Gensler indicated that the intention of the regulation was to “ provide investors with consistent, comparable, and decision-useful information for making their investment decisions.” appeared first on IBM Blog.

ESG 199

ESG Automation Data Quality 199

IBM Journey to AI blog

NOVEMBER 9, 2023

Work smarter with AI, automation and intelligent workflows As a leading Salesforce partner and the proud recipient of dozens of global, regional and customer awards, IBM has a unique ability to optimize the use of Salesforce. The Academy knew Salesforce was the answer.

Automation 157

Automation AI Automation AI AI 157

NYU Center for Data Science

JUNE 16, 2023

This entree is a part of our Meet the Fellow blog series, which introduces and highlights Faculty Fellows who have recently joined CDS CDS Assistant Professor/Faculty Fellow, Umang Bhatt Meet CDS Assistant Professor/Faculty Fellow Umang Bhatt , who will join CDS this fall. In 2022, he was awarded a J.P. By Meryl Phair

Machine Learning 108

Machine Learning Explainability Artificial Intelligence Artificial Intelligence 108

IBM Journey to AI blog

AUGUST 11, 2023

Today, 35% of companies report using AI in their business, which includes ML, and an additional 42% reported they are exploring AI, according to the IBM Global AI Adoption Index 2022. MLOps aims to streamline the time and resources it takes to run data science models using automation, ML and iterative improvements on each model version.

Data Science 144

Data Science DevOps Machine Learning Data Scientist 144

IBM Journey to AI blog

JULY 27, 2023

Since introducing IBM’s new skilling capabilities in October 2022 , we’ve seen more than 70,000 enrollments in one or more IBM badges across our partner organizations, resulting in more than 40,000 completed badges. Unsurprisingly, the hunger for AI-based solutions has created high demand for education around Automation.

Natural Language Processing 151

Natural Language Processing AI AI Generative AI 151

Ehud Reiter

MAY 5, 2024

This blog is motivated by a letter which I sent to the Economist news magazine, in response to a survey they published on AI/Medicine (this is my second letter about AI which they have published recently). Obviously a letter is very short, so I thought I’d expand on the topic in a blog. This failed, despite the huge investment.

AI 109

AI AI ML Explainability 109

IBM Journey to AI blog

NOVEMBER 30, 2023

eSec Forte’s SOC migrated from an existing platform to IBM Security QRadar in Q1 2022. It offers a unified analyst experience (UAX) for quicker decision-making, provides accurate risk insights through automated AI-driven threat detection, and streamlines workflows with continuously updated X-Force expertise.

Automation 183

Automation AI AI 183

IBM Journey to AI blog

JANUARY 25, 2024

Chamber of Commerce Foundation and IBM explore generative AI’s applications for skills-based hiring How the Titanic helped us think about Explainable AI A Framework to Render AI Principles Actionable Automated AI model governance tools are required to glean important insights about how your AI model is performing.

AI 227

AI AI Explainability Algorithm 227

IBM Journey to AI blog

NOVEMBER 8, 2023

We saw this happen between Dole and Walmart in 2022 when a particular brand of lettuce—Ocean Mist Farms brand Romaine Hearts—had to be recalled. This data will then be used to create a “traceability chain,” which can be used to quickly identify and remove contaminated food from the market.

ESG 287

ESG Automation 287

IBM Journey to AI blog

MAY 26, 2023

Life sciences organizations are developing science/research/commercial clouds to automate mundane tasks associated with each of the areas, such as logging, monitoring, auditing, patching, and integration with an existing toolset, to name a few. Of these breaches, 45% were cloud-based, costing USD 10.10M on an average, per breach.

Automation 199

Automation Machine Learning Artificial Intelligence Artificial Intelligence 199

IBM Journey to AI blog

APRIL 14, 2023

The implementation process was done in several stages, from January 2019 and until August 2022, with product profitability being added in the final phase. In August 2022, they implemented product profitability by allocating common costs at the product and channel level, which provided immediate management decision-making capabilities.

Business Intelligence 181

Business Intelligence Automation 181

IBM Journey to AI blog

AUGUST 1, 2023

Advanced endpoint protection (AEP) is a set of capabilities that uses a proactive approach (with a lot of automation) to prevent zero-day cyberattacks from succeeding, no matter the type and size of a company. This increases the window of opportunity for potential attacks and can result in high downtime and disruption.

Automation 147

Automation Machine Learning Artificial Intelligence Artificial Intelligence 147