IBM Journey to AI blog

NOVEMBER 3, 2023

The load balancer forwards these requests to the Ingress controller, where they undergo request termination using a transport layer security (TLS) secret. Ingress Controller Application Load Balancers (ALB) : Manage your ALBs with features such as version control, custom configurations, and both horizontal and vertical scaling capabilities.

Metadata 195

Metadata Automation 195

IBM Journey to AI blog

OCTOBER 24, 2023

” The case study in this blog post shows how to easily and securely implement and manage a site reliability engineering (SRE) team’s access across an enterprise. Then, we’ll update the assignment with these steps: Create a new template version. Update the existing assignment to version 2.

IDP 186

IDP 186

IBM Journey to AI blog

AUGUST 3, 2023

This blog explores how IBM Cloud’s IaC, when combined with shift-left compliance practices, can help organizations enhance their cloud infrastructure and maintain a strong focus on compliance. With IaC, infrastructure deployments become repeatable, version-controlled and easily auditable.

Automation 184

Automation Software Development 184

IBM Journey to AI blog

MAY 14, 2024

Despite the headwinds, there are tailwinds in which we can use new technology to enable CFOs to perform in their business partnering roles and drive productivity, cost take out, accuracy, control and business value. The IBM report found that, on average, AI adopters attribute 40% of finance function FTE redeployment to AI.

Generative AI 191

Generative AI ESG Data Scientist AI 191

IBM Journey to AI blog

APRIL 24, 2024

These are just some examples of how organizations support data privacy , the principle that people should have control of their personal data, including who can see it, who can collect it, and how it can be used. These access controls reduce the chances that the data is used for unauthorized or illegal purposes.

Automation 221

Automation Explainability Artificial Intelligence Artificial Intelligence 221

IBM Journey to AI blog

JANUARY 8, 2024

Self-service access is provided to prevent approval bottlenecks, alongside facilities to retain proper controls over usage. Kafka clusters can be automatically scaled based on demand, with full encryption and access control. How will access be controlled? Reuse of course can bring its own challenges.

Automation 203

Automation Data Quality Explainability 203

IBM Journey to AI blog

NOVEMBER 21, 2023

This blog will walk through the recommended options for running MAS on Azure and describe how the IBM, Red Hat and Microsoft Azure components come together and provide a solid foundation for running MAS. This option also provides complete control over the underlying OCP but requires the customer to install, monitor and maintain OCP.

AI 129

AI AI 129

Unite.AI

MAY 10, 2024

They also have a knowledge base, blog, and the Hostinger Academy to help you. They are most suitable for small or new websites like landing pages, portfolio websites, blogs e.t.c It’s most suitable for medium-sized businesses like SaaS companies looking for more control, performance, and flexibility. However, I gave them a 4.8

Robotics 130

Robotics 130

Ehud Reiter

NOVEMBER 12, 2023

Randomised controlled trial In medicine, the most rigorous and trusted type of evaluation is a randomised controlled clinical trial (RCT). So we set up an RCT where 2500 smokers were sent either our NLG letter or control material. Anyways, I think we need at least some evaluations that scientifically measure real-world impact!

NLP 117

NLP ML AI AI 117

IBM Journey to AI blog

MAY 2, 2023

Thanks to systems like ChatGPT, just about anyone can now use advanced AI models that are not only capable of detecting patterns, honing data, and making recommendations as earlier versions of AI would, but also moving beyond that to create new content, develop original chat responses, and more.

AI Developer 265

AI Developer AI Development AI AI 265

AWS Machine Learning Blog

APRIL 16, 2024

Version control – With AWS CloudFormation, you can use version control systems like Git to manage your CloudFormation templates. This allows you to maintain different versions of your bot and roll back to previous versions if needed. An alias is a pointer to a specific version of a bot.

Automation 88

Automation Deep Learning Artificial Intelligence Artificial Intelligence 88

IBM Journey to AI blog

FEBRUARY 1, 2024

Central bank digital currencies are digital currencies controlled by the central banks of countries. Privacy refers to the right of data owners to control who accesses their transactional information. What are central bank digital currencies? Payment transaction privacy is also important.

Algorithm 256

Algorithm 256

Ehud Reiter

JUNE 28, 2023

In January I wrote a blog on Can ChatGPT do Data-to-Text? Controllability : In real-life NLG, users often want control over output texts; for example in corporate contexts, the language used in a text must match the corporate brand. When I wrote my earlier blog on Can ChatGPT do Data-to-Text? ,

LLM 177

LLM ChatGPT 177

AWS Machine Learning Blog

MARCH 25, 2024

In this blog post, you will learn how to power your applications with Amazon Transcribe capabilities in a way that meets your security requirements. In the following sections of the blog, we cover different mechanisms Amazon Transcribe has to protect customer data both in transit and at rest.

Natural Language Processing 83

Natural Language Processing Machine Learning NLP Algorithm 83

IBM Journey to AI blog

SEPTEMBER 15, 2023

Moreover, the International Sustainability Standards Board (ISSB) released the final versions of its first two global sustainability disclosure standards for financial reporting (the ISSB Standards) at the end of June 2023. appeared first on IBM Blog. It is about accountability and driving comparability for real impact.

ESG 202

ESG Automation Data Quality 202

IBM Journey to AI blog

APRIL 25, 2024

This blog outlines some BPR examples that benefit from a BPM methodology. Steps for improving output quality involve implementing quality control measures, fostering a culture of continuous improvement, and using customer feedback and other metrics to drive innovation. BPR initiatives generally boost key performance indicators (KPIs).

Automation 159

Automation Robotics Artificial Intelligence Artificial Intelligence 159

IBM Journey to AI blog

FEBRUARY 2, 2023

Cloud warehouses also provide customers with elastic scalability, cheaper storage, savings on maintenance and upgrade costs, and cost transparency, which allows customers to have greater control over their warehousing costs. In reality, cloud data warehouses have evolved to provide the same control maturity as on-prem warehouses.

Automation 144

Automation ML Data Scientist Business Intelligence 144

Towards AI

FEBRUARY 3, 2024

The core of this post is a remixed version of a homework assignment from the cohort. He’s given a thumbs-up to remix his work for this blog, and I credit him as a coauthor since I’ve used the valuable insights I’ve learned from him. Refer to this blog post for a helpful primer on building a RAG system using LangChain.

Large Language Models 118

Large Language Models OpenAI Metadata Automation 118

IBM Journey to AI blog

APRIL 14, 2023

However, their manual planning and budgeting process in spreadsheets posed several challenges, including lack of control, delayed data, poor execution, and the need for continuous follow-up with IT for actual data. Ltd adopted an integrated business planning approach to take control and streamline their planning and budgeting process.

Business Intelligence 185

Business Intelligence Automation 185

Towards AI

SEPTEMBER 28, 2023

The previous blog posts, “Data Acquisition & Exploration”, “Data Transformation and Feature Engineering” and “Experiments, Model Training & Evaluation”, explored how AWS SageMaker’s capabilities can help data scientists collaborate and accelerate the journey from data exploration to model creation. Source: Image by the author.

Automation 78

Automation Data Scientist ML Machine Learning 78

Pragnakalp

FEBRUARY 9, 2024

They’re not just another AI assistant; they’re tailored versions of ChatGPT, specifically designed to fit your needs and interests. Enhanced Control and Privacy Building a custom GPT grants you complete control over its training data, parameters, and usage. That’s what Custom GPTs are! The future is customized.

OpenAI 59

OpenAI NLP ChatGPT Chatbots 59

IBM Journey to AI blog

SEPTEMBER 6, 2023

Collaborative efforts often lead to version control issues, slowing down the process. Scenario planning This involves the proactive creation of multiple budget versions, each for different possible future situations, be they optimistic, pessimistic or neutral. The first draft of the budget then goes through many reviews.

Data Integration 225

Data Integration Artificial Intelligence Artificial Intelligence Algorithm 225

AWS Machine Learning Blog

MARCH 13, 2024

Managing appropriate access control for these datasets among the data scientists working on them is crucial to meet stringent compliance and regulatory requirements. You can create unique hostnames using access points to enforce distinct and secure permissions and network controls for any request made through the access point.

Data Scientist 92

Data Scientist Big Data Artificial Intelligence Artificial Intelligence 92

IBM Journey to AI blog

JUNE 26, 2023

With dedicated versions for Microsoft 365, Microsoft Dynamics 365, Salesforce and Azure Virtual Machines (new), it scans your data for threats to create a clean copy of the data and make sure that the data is safely backed up. You’re also in control of where your data is backed up. appeared first on IBM Blog.

ESG 142

ESG 142

AWS Machine Learning Blog

NOVEMBER 16, 2023

This is a joint blog with AWS and Philips. All these capabilities are built to help multiple lines of business innovate with speed and agility while governing at scale with central controls. Philips is a health technology company focused on improving people’s lives through meaningful innovation.

Data Scientist 91

Data Scientist ML Data Science Automation 91

IBM Journey to AI blog

AUGUST 17, 2023

Turbonomic supports all upstream versions of Kubernetes—Red Hat OpenShift, EKS, AKS, GKE and more—on any cloud, in any data center and with any hybrid or multicloud combination. In this example, we see an action to resize a workload controller (a container). As the action shows, resizing here will improve performance.

Automation 159

Automation 159

Flipboard

FEBRUARY 27, 2023

But despite all the potential fun, Snap — which is making the feature available to paying users through its Snapchat Plus version — was also upfront with users by warning that things could still go wrong. Please be aware of its many deficiencies and sorry in advance,” read Snap’s blog post. It’s also smaller than some others.

Generative AI 127

Generative AI Large Language Models AI AI 127

Unite.AI

NOVEMBER 30, 2023

Our platform allows brands to answer with both generative AI answers or pre-written answers depending on the need for control in the response. This allows us to build our own fences to keep the LLM under control, opposed to having to search for fences. What does fine-tuning look like on the backend?

Large Language Models 147

Large Language Models LLM Conversational AI NLP 147

AWS Machine Learning Blog

JANUARY 26, 2024

What are some ways to implement security and privacy controls in the development lifecycle for generative AI LLM applications on AWS? Five of the OWASP-identified top 10 risks for LLM applications rely on defining architectural and operational controls and enforcing them at an organizational scale in order to manage risk.

Generative AI 125

Generative AI LLM ML AI 125

Towards AI

AUGUST 25, 2023

Adding Emotional Control to Audio-Driven Deepfakes READ Avatars takes a reference video and any audio and can produce lip-synced videos in any emotion with fine-grained control over the intensity. One of the critical limitations of existing audio-driven deepfakes is the need for more ability to control stylistic attributes.

AI 95

AI AI Machine Learning Artificial Intelligence 95

IBM Journey to AI blog

AUGUST 16, 2023

It is free for everyone to use, with a more advanced version available to ChatGPT Plus subscribers. Once your data enters ChatGPT, like the blended apple, you have no control or knowledge of how it is being used. The opinions in this blog post are their own, and do not necessarily reflect the views or strategies of IBM.

ChatGPT 148

ChatGPT Chatbots Natural Language Processing AI Chatbots 148

Unite.AI

AUGUST 24, 2023

Furthermore, users can tailor their experience by choosing between the Free and Professional versions. While the Free version offers a taste of the tool's capabilities with some restrictions, the Pro version is an all-access pass to unlimited data recovery, coupled with perks like priority support and lifetime updates.

Data Integration 130

Data Integration 130

IBM Journey to AI blog

JULY 28, 2023

It plans, manages and monitors integration flows, allowing clients to control data throughout its end-to-end lifecycle. With the Liberty zero-migration architecture, you can move to the latest version of Liberty with minimal impact on your current applications and configurations.

Data Integration 153

Data Integration 153

Unite.AI

JANUARY 30, 2024

At their core, custom GPTs are tailored versions of ChatGPT. You might also include user-generated content, such as travel blogs or reviews, for a more personalized experience. Save your final version, and then decide on the visibility settings based on your intended audience and usage.

ChatGPT 130

ChatGPT Artificial Intelligence Artificial Intelligence Data Analysis 130

Artificial Corner

JULY 25, 2023

A hacker has made this unethical and maliciously inclined version of ChatGPT, a chatbot created to help online criminals. WormGPT is an unethical version of Chat GPT. In the blog post, the company claimed, “We see that malicious actors are now creating their custom modules similar to ChatGPT, but easier to use for wicked purposes.”

ChatGPT 52

ChatGPT Chatbots AI Chatbots Artificial Intelligence 52

AWS Machine Learning Blog

OCTOBER 30, 2023

A security group acts as a virtual firewall for your instance to control inbound and outbound traffic. Test private access controls Now you can test the private access controls (Amazon Bedrock APIs over VPC endpoints). You’re redirected to the IAM console. Choose Save. Currently, the VPC endpoint policy is set to Allow.

Generative AI 127

Generative AI ML Big Data Computer Vision 127

The MLOps Blog

MARCH 20, 2023

As a result of the life span of these apps and systems, the ML models associated require to be constantly updated, redeployed, and maintained, which means that they require proper dataset version management. For an ML project to be robust against such unexpected changes, tracking and maintaining different dataset versions is required.

ML 59

ML Data Drift Machine Learning Algorithm 59