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Seeing AI as a Supply Chain: Implications for AI Trust, Transparency, Literacy, & Explainability

Welcome to the AI research bites. This series of short and informative talks showcases cutting-edge research work from ServiceNow AI Research team. The AI Research Bites are open to all, especially those interested in keeping up with the fast-paced AI research community.

You're Not Too Late to the AI Party with Joey de Villa

Join Joey de Villa in his engaging Civo Navigate talk, "You're Not Too Late to the AI Party," where he demystifies artificial intelligence and reassures developers of all levels that there's still plenty of time to get involved. Joey's presentation is part technical deep dive, part career advice, and 100% entertaining. He covers the history of AI, current trends, and the ethical considerations we must navigate as this technology evolves. Perfect for software developers, Python enthusiasts, and anyone curious about AI's future.

Executive Summary Episode 6: AI + Human Insights: Partners in Cybersecurity, feat. Rob May

Ivanti’s latest research found that cybersecurity teams are largely positive about the role of AI in protecting against and opposing AI-powered attacks. Yet, despite this optimism, many security professionals lack the proper understanding and defense strategy to address the risks today’s AI threat landscape poses. How can cybersecurity teams prepare themselves to fend off sophisticated AI-powered attacks and leverage AI effectively in their security strategy?

Create Personalized Knowledge Articles Faster and Smarter with Gen AI

Maintaining a deep catalog of knowledge articles to inform end users is an essential — yet often tedious — requirement for IT teams. But generative AI is offering a big assist. By using AI in knowledge bases, service desk agents who used to spend two or three hours creating each knowledge article from scratch can create drafts in minutes.

How to Source the Right Data to Create Versatile RAG Workflows

In the information age, businesses increasingly rely on data to drive decisions, automate processes, and deliver personalized experiences. According to a Forbes article, 90% of enterprise businesses say data is increasingly important. This shows that making assumptions or simply following your gut feeling will not help. You must start relying on data analyzed by artificial intelligence (AI) technologies.

Introducing Aiven's AI Database Optimizer: The First Built-In SQL Optimizer for Enhanced Performance

Increase database performance by 10x with an expert, AI-driven, professional available 24/7. An efficient data infrastructure is a vital component in building & operating scalable and performant applications that are widely adopted, satisfy customers, and ultimately, drive business growth. Unfortunately, the speed of new feature delivery coupled with a lack of database optimization knowledge is exposing organizations to high risk performance issues.

Data Poisoning: The Newest Threat in Artificial Intelligence and Machine Learning

As you integrate artificial intelligence (AI) and machine learning (ML) technologies into your business operations, you’ll notice the sophistication of cyber threats against these systems rising. Among these emerging threats, data poisoning stands out due to its potential to manipulate and undermine the integrity of your AI-driven systems. Understanding and mitigating data poisoning risks will help you maintain the security and reliability of your AI and ML applications.

AI Essentials - Your Gateway to Machine Learning with Kubeflow with Josh Mesout & Rishit Dagli

Join Josh Mesout and Rishit Dagli in our in-depth workshop on Kubeflow as a Service, aimed at demystifying the deployment of machine learning models using open-source tools. This Civo Navigate 24 session caters to participants of all skill levels in machine learning, Kubernetes, and ML infrastructure. It covers foundational aspects of Kubeflow, dives into advanced tools like Llama 2 and Kerve, and showcases how to use these models as cost-effective alternatives to services like ChatGPT.

4 Reasons to Use AI Summarizer Tools

A good summary is worth a thousand words (or several). The bottom line is that while reading something cover to cover has its merits, you sometimes have no time for it. There are other scenarios in which the person writing certain things is knowledgeable of the topic, but they're not very skilled with words. They're not good at summarizing things, which makes them make digressions, use complex explanations to explain simple terms... and lose most of their audience along the way.

Transform Your Content Creation with CopyFrog.ai

In today's fast-paced digital world, marketers, content managers, PR specialists, small and medium business owners, and creative agencies need to stay ahead of the curve. CopyFrog.ai is here to help you do just that. This innovative platform uses artificial intelligence to automate content creation, making your work more efficient and your content more impactful.
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Challenges and Guidelines for Generative AI in companies

In today's rapidly evolving technological landscape, companies continue to explore ways to innovate and stay ahead of the competition. One of the most promising technologies available today for companies is Generative AI, which helps automate creative tasks that were previously only possible through human intervention. The use of Generative AI in companies has grown rapidly over the years due to its numerous benefits such as increased productivity and efficiency while minimizing costs.

Why AI-enabled ITOPs is critical for smarter banking operations

Banks face numerous challenges, from managing vast amounts of data to ensuring robust security measures and maintaining regulatory compliance. That’s why AI-enabled ITOPs offer a powerful solution to these challenges by automating routine tasks, enhancing predictive capabilities, and providing real-time insights. It’s how banks can remain competitive, secure, and streamlined in an increasingly digital landscape.

AI Essay Generators: Decode the Black Box of Automated Writing

In today's fast-paced digital age, the demand for efficient writing solutions has surged, leading to the emergence of AI essay generators. These advanced tools promise to craft essays in a matter of minutes, but how do they work? And are they as effective as they claim to be? Let's delve into the world of AI essay generators and decode the black box of automated writing.

What Tools Do You Need as a Key Account Manager?

As a Key Account Manager, your most important job is to build and maintain strong, thriving relationships. However, to do so effectively requires the right set of tools. In this article, we will explore the essential technologies and resources you need to succeed in this vital role. Whether nurturing existing client partnerships or pursuing new opportunities, your toolbox directly impacts how well you can understand needs, deliver value, and earn loyalty over the long run.

Top tips: How algorithms are shaping our buying habits and what you can do about it

Top tips is a weekly column where we highlight what’s trending in the tech world today and list ways to explore these trends. This week, we’ll discuss two ways to avoid falling prey to algorithm-driven ads. When it comes to material possessions, we like what we see. These days, we see a lot and want it all. Gone are the days when TV or radio commercials influenced what you bought and where you bought it.

How to be a no-code AI power user

This presentation was delivered on May 21, 2024 at the Artificially Intelligent Enterprise conference by Andrew Zigler, Developer Advocate at Mattermost. Mattermost is at the forefront of providing a seamless platform for teams to connect and collaborate. Mattermost AI Copilot has already proven invaluable, automating tasks and answering questions with conversational ease. But we’re envisioning a world where Copilot can do more than just chat.

Demystifying Kubernetes Observability with Generative AI and LLMs

Generative AI and large language models (LLM) are fundamentally changing the way we interact with data, especially in the realm of Kubernetes and observability. These technologies are reshaping our field, and there is a lot to understand and unpack so organizations like yours can make sense of it all. What data is important, and what isn’t? How can LLMs make my day-to-day easier, and what do I need to do to ensure I don’t get overwhelmed?

Sustainability in the Age of AI

In the last few years, there has been a remarkable expansion in the benefits Artificial Intelligence (AI) offers. AI’s influence is pervasive everywhere, from voice-activated virtual assistants like Siri, Google Assistant, and Alexa to recommendation systems such as those employed by Netflix, Amazon, and Instagram and phone cameras that can provide real-time translation of text, signs, and menus. Nearly 77 percent of devices today use AI technology in one form or another.

The Impact of AI on Cybersecurity

Artificial intelligence (AI) is seemingly everywhere in today’s tech landscape. The hype cycle is in full flow, especially regarding the use of large language models (LLM) for generative AI like OpenAI ChatGPT, Google Gemini and Anthropic Claude. Indeed, many tech companies are determined to add LLM into products where it sometimes seems tacked on.

Logz.io Observability IQ Assistant: Practical AI that Helps You Work Smarter

AI has been the biggest macro-trend in technology for some time now, and the observability space is no exception to this rule. Just look at the findings of the 2024 Observability Pulse Report; it’s evident that organizations are hungry for AI capabilities that help address pervasive issues of observability process maturity, the talent shortage, ever-increasing MTTR, and the skyrocketing cost of observability.

AI in Networking: Revolutionizing Network Operations

In the ever-evolving world of network operations, staying ahead of the curve is crucial. With the exponential growth of data, increasing complexity of networks, and rising demand for seamless connectivity, traditional network management methods are becoming insufficient. Artificial Intelligence (AI) is the transformative technology poised to radically transform network operations. By integrating AI into network management, organizations can achieve unprecedented efficiency, reliability, and performance.

The First Principle of AI by Design: Privacy and Security

SolarWinds has launched AI by Design, a dynamic framework for integrating artificial intelligence (AI) into our IT management solutions. AI by Design consists of four fundamental principles: Privacy and Security, Accountability and Fairness, Transparency and Trust, and Simplicity and Accessibility. In the second installment in our series exploring this exciting new paradigm, we’ll examine how SolarWinds places the safety of our customers’ data at the center of our strategy for ethical AI.

Monitoring vCenter with AIOps and Observability from Broadcom

DX Application Performance Monitoring (DX APM) provides powerful capabilities for monitoring the health and performance of your vCenter infrastructure. In addition to capturing and analyzing important monitoring data, the solution will correlate vCenter performance metrics with metrics of other applications monitored by DX APM.

Revolutionizing the Whole Auto Industry: How EpicVIN AI Technologies Will Shape the Future

The automotive industry is highly dynamic and very large. Latest technology is the order of the day for streamlining operations and making them as efficient as possible in the current scenario. Being a futuristic firm in the automotive market, EpicVIN is actually reshaping the way businesses will manage, sell, or market vehicles with the power of artificial intelligence. The company is setting up the entire setup, reshaping it with in-house developments of its own proprietary AI tools. One of the recently developed tools is the epicvin.com/vin-decoder, whose power actually allows a well-powered automotive ecosystem for stakeholders.

Highlights from Google Cloud Next 2024

Over 30,000 people flocked to Las Vegas to see the latest and greatest from Google Cloud and its partners at Google Cloud Next 2024. As a long-time Google Cloud partner and recipient of two Google Cloud Technology Partner of the Year awards this year, we were there in full force to showcase our unified observability and security solutions and engage with the Google Cloud community.

Ways to Build Cybersecurity Resilience: Defending Against New Threats

In today's digital age, where cyber threats loom larger and more complex than ever, building cybersecurity resilience isn't just advisable-it's imperative. Each day, new vulnerabilities are discovered and exploited by cybercriminals who are becoming increasingly sophisticated in their methods. This reality makes it crucial for both individuals and organizations to fortify their cyber defenses to protect sensitive data and maintain business continuity.

Accelerate incident investigations with Bits AI, Datadog's generative AI co-pilot

Learn how Datadog’s generative AI assistant, Bits AI, can help organizations accelerate incident investigations with auto-generated summarization to get you up to speed quickly, fetch information about past related events, update teams and statuses all through Slack.

Why IT admins and Gen AI need to work together

The role of IT administration has become increasingly crucial for the smooth operation of modern enterprises in the current digital-first climate. With the evolution of technology, the emergence of Generative Artificial Intelligence (Gen AI) has opened new avenues for innovation and efficiency. This blog aims to delve into the synergistic relationship between IT administrators and Generative AI, focusing on two critical areas: IT Asset Management (ITAM) and IT Operations Management (ITOM).

Generative AI for Kubernetes: Meet K8sGPT Open Source Project

Troubleshooting within Kubernetes environments can be a daunting task. If we could only have a magical artificial intelligence advisor that could gather all the data about what goes on the system, and tell me what’s wrong, and even how to solve it. Wouldn’t it be nice? K8sGPT is a young open source project that uses generative AI to give Kubernetes superpowers to everyone. It recently turned a year old, and is now part of the Cloud Native Computing Foundation (CNCF).

Unleashing the Full Potential of GPT

It's fair to say Open AI has truly let the cat out of the bag when it comes to artificial intelligence and, more specifically, large language models. While these things certainly existed before, every company and its mom chose to use the word AI about 100 times per quarterly statement; it has only been recently that it has been unleashed to the masses for them to use for a vast range of projects ranging from implementing them as chatbots to answer customer queries, to helping both casual and professional coders to maximize their output and massively increase efficiency in the process.

AI-powered insights for continuous profiling: introducing Flame graph AI in Grafana Cloud

Like many in the observability space, we see a lot of potential in harnessing AI to enhance the developer experience. As we continue to evolve and expand our observability platform, we strive to develop features that not only solve complex problems, but make it easier to access and derive value from tools like Grafana Pyroscope.

GenAI in Enterprise Service Management #ivanti

Ivanti’s Peter Adams previews his breakout session at ISS 2024, explaining the profound impact that generative AI is already having on enterprise service management as well as what to expect in the near future. Ivanti finds, heals, and protects every device, everywhere – automatically. Whether your team is down the hall or spread around the globe, Ivanti makes it easy and secure for them to do what they do best.

Exoskeletons not robots

In this clip, Pete explains why we've taken the approach of "exoskeletons, not robots" when building with AI. It’s fair to say that AI is here to stay. So, as companies grapple with this reality, they’re putting their best foot forward to build AI features that really make a difference for their customers. But should you be building these features if there’s no obvious fit in your product? And even if there is, are you making sure to stay true to your product principles?

Elasticsearch accelerates building AI search apps on serverless

Today we are announcing the availability of Elasticsearch Serverless in technical preview, which features: Early access customers have used this new self-service option for a range of use cases — from internal analytics to building generative AI applications and conducting machine learning tasks.

Navigating New Horizons: Modern Marketing Strategies Across Five Key Sectors

Today, in an ever-dynamic market landscape, businesses in all sectors are increasingly drawing towards invention in how they market their products and services in order to command their place and grow. From the automotive industry to technology, the quintessence of marketing at work lies in understanding and adapting to new consumer behaviors and technological advancements. It focuses particularly on the application of contemporary marketing strategies to five key fields: automotive, technology, healthcare, real estate, and retail, to reflect how these industries redefine their practice of outreach and engagement.

The Role of Data Annotation in Agriculture

Going to a supermarket and getting whatever we want for our lunch is our everyday practice. We're even used to some fruits and vegetables available all year round. We also allow ourselves the abundance of grains and roots on our plates. But have you ever wondered what hides behind? Taking logistics and harvesting aside, do you know what steps agriculture undertakes to make this availability and prosperity actually happen?

Building AI features? Don't forget your product principles

It’s fair to say that AI is here to stay. So, as companies grapple with this reality, they’re putting their best foot forward to build AI features that really make a difference for their customers. But should you be building these features if there’s no obvious fit in your product? And even if there is, are you making sure to stay true to your product principles? The reality is that deciding to build AI into your product isn’t a decision you make on a whim.

Harnessing Technology for Seamless Mortgage Lender Discovery

In an era where digital solutions are at the forefront of transforming industries, the mortgage sector stands as a prime example of this revolutionary change. The complexity of selecting the perfect mortgage lender can overwhelm potential homebuyers, yet, technology simplifies this process, offering streamlined, efficient methods for comparison and selection.

Exploring the Latest SEO Technology for Business Optimization

Search Engine Optimization (SEO) remains a cornerstone of digital marketing strategies, and keeping up with the latest advancements in SEO technology is crucial for achieving optimal results. Here are some of the cutting-edge SEO technologies that can help businesses enhance their visibility, attract more organic traffic, and ultimately drive growth.

How to Harness GenAI in DX NetOps to Speed Troubleshooting

Have you ever considered leveraging generative AI, also known as GenAI, to support your network operations? If so, you are not alone. According to IDC, teams in 43% of IT organizations are investigating various potential applications of GenAI. Additionally, Gartner predicts that within the next two years, GenAI technology will be responsible for 20% of initial network configurations.

Opportunities and Challenges with Artificial Intelligence for Educators and Students

Experts believe that AI is still in its early phases of development. Regardless, its impact may make people think it has always been there. The education sector has benefited from this technology in a big way. Educators use it to create resources that help with teaching. AI lets them create personalized teaching strategies. They use it to offer adaptive and immersive teaching including automated grading. Students use AI to make the best choice of courses and learning resources. It helps them develop creativity and other important skills.

How Emerging Technologies Influence the Functionality of HTML Compilers

Emerging technologies have a profound impact on the functionality of HTML compilers. These compilers play a critical role in transforming HTML, along with CSS and JavaScript, into efficient, optimized code that can run across different browsers and devices. The advent of new frameworks, programming languages, and development paradigms not only challenges the traditional boundaries of web compilers but also drives innovation, pushing these tools to become more intelligent, adaptable, and efficient.

Reducing MTTR with the Elastic Observability AI Assistant

In this quick overview, discover how the Elastic Observability AI Assistant can streamline your operations and significantly reduce Mean Time to Recovery (MTTR). In just a minute or two, we'll highlight the key features and benefits of integrating AI into your observability strategy. Perfect for IT professionals and SREs who are looking for an efficient solution to improve system uptime and performance. Watch now to learn how AI can make a real difference in your response times!

The Rise of AI Tutors: Revolutionizing Chinese Language Learning

For centuries, learning Chinese as a non-native speaker was an arduous undertaking. Between tonal pronunciations, complex characters, and vastly different grammar structures, mastering this ancient language required intense discipline and instruction. However, recent developments in artificial intelligence are dynamically transforming the way we learn the Chinese language. AI-powered tutoring systems and language learning apps are becoming indispensable aids for students of all ages.

Culturally intelligent tech: Enhancing emotion recognition worldwide

In a time when technology permeates every aspect of our lives, the advancement of AI emotion recognition presents both opportunities and difficulties. Tech developers encounter a great deal of difficulty when negotiating the wide cultural variations in emotional expression and perception. It is essential to comprehend and take into account these differences to develop inclusive and efficient emotion recognition systems.

How AI-Powered Contract Intelligence Transforms Risk Management

Traditionally, contract management has been a time-consuming and error-prone process. Teams would spend countless hours manually reviewing contracts, cross-checking clauses, and tracking obligations. As businesses have grown more complex and regulations have tightened, this approach has become increasingly unsustainable.

"Secret" elmah.io features #4 - Get help from AI and ChatGPT

In this fourth post in the series of "secret" elmah.io features, I want to introduce you to one of several AI features available on elmah.io. We have had machine learning features like automatic bot detection and spike identification for years. But a recent addition to the portfolio of AI features is the integration with ChatGPT to get help solving issues. In this post, I'll show you how to set it up and how it works.

How generative AI facilitates ITOps modernization

IT teams need immediate and automatic access to machine data and institutional knowledge to move faster and make the right decisions. And they need context to identify incidents and understand how to resolve them. AIOps enables this by transforming noisy and fragmented operations data into actionable insights. This is the foundation of full-context operations. Full-context operations combines observability and other machine-generated data with historical, expert, and institutional knowledge.

Balancing AI Workloads and Energy Demands with DCIM Software

AI-driven processes, including machine learning models and data processing, require significant computational resources which can lead to increased energy consumption and heightened operational costs. The complexity of these workloads, which often involve real-time data analysis and continuous model training, exacerbates the need for robust data center management.

Unveiling the power of AI in incident management

The emergence of AI opens new and innovative possibilities, simplifies operations, and boosts overall success. With AIOps, your technical organization can achieve unparalleled efficiency, productivity, and profitability. This cutting-edge technology leads us toward a brighter, more prosperous future with exciting opportunities to grow and thrive.

Practical lessons for AI-enabled companies

We went live with our first set of AI-enabled features a few months ago. Needless to say, we learned a lot along the way, as this was the first time we had experimented with generative AI. Here, I'll share some of what we've learned as we’ve grappled with using LLMs to power new products at incident.io. This will be most applicable to the application layer, AI-enabled but not AI companies.

How Artificial Intelligence Helps in Transforming Businesses

AI has taken place everywhere in the world. You might be using it daily in your business without knowing it. No wonder it has become popular in recent years, but the first AI is more than 60 years old. It has changed the way businesses operate in today's times. Organizations that have included AI in their business operations are reaping the utmost benefits of it that are giving them significant returns.

5 Essential ChatGPT Prompts for Every Developer

In the fast-paced world of software development, efficiency and innovation are paramount. AI tools like ChatGPT can significantly enhance a programmer's workflow, offering instant access to coding assistance, documentation, and much more. Below, I outline five powerful ChatGPT prompts that every programmer should use to streamline their coding process, debug more effectively, and keep their skills sharp. any useful prompts for prompt developers can be found on the Promptsideas.com prompt marketplace.

The benefits of utilizing locally hosted models with Elastic AI Assistant

A way for public sector organizations to leverage generative AI today to solve security challenges With its ability to sift through large amounts of data to find unusual patterns, generative AI now plays a key role in helping teams protect their organizations from cyber threats. It also helps security professionals by augmenting their skills and bridging gaps in their knowledge.

Getting started with the Elastic AI Assistant for Observability and Amazon Bedrock

Elastic recently released version 8.13, which includes the general availability of Amazon Bedrock integration for the Elastic AI Assistant for Observability. This blog post will walk through the step-by-step process of setting up the Elastic AI Assistant with Amazon Bedrock.

Elastic Observability on Google Cloud - Access insights in real-time with AI

With the power of Elastic on Google Cloud, you can bring your logs, metrics, traces, and profiling together at scale for unified visibility and AI-powered insights across your entire ecosystem. Discover how organizations of all sizes unify and visualize all their data in one place using the combined innovation of Elastic and Google Cloud.

7 Biggest Marketing Trends to Look Out for in 2024

Marketing is one of the most dynamic business fields and is heavily reliant on innovation. Companies are always looking for new ways to differentiate their content, improve audience targeting, and streamline their day-to-day processes. Due to this high competitiveness, we can expect numerous new trends in 2024.