Tue.Jun 20, 2023

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AI’s Opaque Box Is Actually a Supply Chain

O'Reilly Media - Ideas

Understanding AI’s mysterious “opaque box” is paramount to creating explainable AI. This can be simplified by considering that AI, like all other technology, has a supply chain. Knowing what makes up the supply chain is critical to enforcing the security of the AI system, establishing trust with the consumer of the AI’s output, and protecting your organization from undue risk.

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Minimizing the negative impact of IT through design and circularity

CIO

In a previous blog , I described the three areas of product development and operation that HPE Aruba Networking focuses on when designing our products for IT efficiency and sustainable operations—like how products are made, how they work, and how they are being used. But what about the product lifecycle itself? With sustainability now a growing business imperative, product lifecycle has become a hot topic.

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Why Chief Data and AI Officers Are Set Up to Fail

Harvard Business Review

With the explosion of generative AI and other powerful new data tools, chief data and artificial intelligence officers (CDAIOs) are more important than ever as companies navigate this new landscape. Too many, however, are set up to fail by poor alignment, lack of trust, not enough focus on business opportunities, and how their job is understood internally.

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8 ways to detect (and reject) terrible IT consulting advice

CIO

Welcome to the golden age of experts. It’s hard to go anywhere in IT these days, physically or virtually, without bumping into someone offering IT advice. The problem, of course, is that many experts — even those affiliated with major organizations — are sometimes wrong. Or, more commonly, they might be right about some things and wrong about others.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Are You Ready to Become a Manager?

Harvard Business Review

When you’re working toward a promotion to a management position, proving that you’re ready is just one part of the process. To be a strong manager, you need to be a problem-solver at the highest level. It’s essential to uncover what you don’t know yet. In addition to assembling tangible examples that demonstrate your managerial credentials, take an objective assessment of the gaps in your experience, knowledge, and management skills.

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How to Get Started With Istio in Kubernetes in 5 Steps

Dzone - DevOps

Applications nowadays are distributed as microservices all over the cloud. Organizations use Kubernetes to manage these applications at scale, which has brought great flexibility and agility for development teams. However, microservices and multicloud applications have given rise to new challenges. Now, it is harder to configure communication between distributed services and secure the data in transit.

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Enabling a sovereign cloud using a multicloud foundation: Technology executive considerations

CIO

The adoption of multiple clouds by European business and public agencies continues to increase due to the need for competitive differentiation and growth through speed, quality, and the delivery of great customer experiences. To achieve these goals, IT and business executives must manage challenges across data governance, security, and compliance to protect sensitive customer, citizen, and country data using privacy, access, and security controls.

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Omnichannel Banking Experience: Making Banking Accessible in 2023

Exadel

In today’s world, banking is no longer a purely in-person experience. For many years, the banking industry acted with exclusivity, providing services almost solely to customers who could access bank branches in person. However, as the world has evolved to become more digital, so has the banking industry. One exceptional outcome of digital banking is that more customers have access to banking services than ever before.

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How Data is Changing the Media & Entertainment Industry

CIO

In the media and entertainment business, success is engaging viewers and creating “stickiness.” That happens when you understand viewer preferences and understand how audiences interact or consume content. It’s key to make informed decisions from what can be massive amounts of data you manage effectively. Nearly every business in this industry collects massive amounts of digital information: gaming, cable, and streaming companies maintain detailed usage information on millions of su

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Streamlining Database Compliance with CI/CD Integration

IT leaders know the importance of compliance at every level, but the database often gets left behind as other environments are automated for robust protection. This whitepaper emphasizes the importance of robust, auditable, and secure database change management practices for safeguarding organizational compliance. Learn how automating database compliance: Mitigates risk Protects against security vulnerabilities Helps avoid regulatory penalties Aligns database workflows with app lifecycle Turns d

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The 8 Best Practices for Reducing Your Organization’s Attack Surface

Ivanti

Increases in attack surface size lead to increased cybersecurity risk. Thus, logically, decreases in attack surface size lead to decreased cybersecurity risk. While some attack surface management solutions offer remediation capabilities that aid in this effort, remediation is reactive. As with all things related to security and risk management, being proactive is preferred.

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Start with digital documents to make your workplace more accessible

CIO

In today’s rapidly evolving work and customer landscape, accessibility is a crucial consideration in ensuring employees and customers can fully participate in the experiences brands provide – and generally part of being a responsible corporate citizen. However, a recent Adobe survey found that only about half of brands are investing in making experiences more accessible for customers (51%) and employees (48%).

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Cloud innovators once again vote Lacework as G2 Leader

Lacework

Lacework has, once again, been named a Leader in the G2 Summer Reports. Before I dig into the results, I’d like to mention that our customers are the reason for this recognition. From our company’s inception, customer feedback has driven each and every platform enhancement.

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iomart: Making the cloud straightforward

CIO

Founded in 1998, iomart began providing cloud services as the new millennium arrived. In the quarter of a century since, the company has grown into one of the U.K.’s most successful and trusted providers of cloud services and solutions. Today, the Glasgow-based firm has customers in both the public and private sectors, including businesses in virtually every industry.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Enhancing User Trust Through Automated Review Moderation

QBurst

Reviews have become a trusted source of guidance for customers today. Reviews also influence shopping decisions. A recent survey of more than 6000 U.S. consumers shows that nine out of ten customers consider user feedback while making a purchase. Reviews are also the primary means through which over 74% of customers discover new products. In […] The post Enhancing User Trust Through Automated Review Moderation appeared first on QBurst Blog.

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Simply the best: Celebrating IT innovation at CIO 100 Symposium & Awards August 14-16 in Southern California

CIO

Tina Turner was known as the Queen of Rock ‘n’ Roll for a reason. She inspired generations of performers and fans, made valuable contributions to the music industry, and won more awards than I can mention here. Tina died on May 24, but her legacy as a rock icon and role model for women will endure. If the idea of legacy and being “better than all the rest” interests you, register today to secure your place with the best in IT at the CIO 100 Symposium & Awards on August 14-16 at Terranea – L.

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Quali Adds Governance and Cloud Cost Control Tools to Automation Platform

DevOps.com

Quali today revealed it added governance and cloud cost management tools to its Torque platform for automating IT infrastructure management.

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Leading Through a Sustained Crisis Requires a Different Approach

Harvard Business Review

While the pandemic has ended, many executives are still leading their organizations as if a sudden crisis still existed. Instead, we are now in a sustained crisis — a period of ongoing intense difficulty and uncertainty. There are key differences between sudden and sustained crises. This article helps leaders understand them and how to reorient their organizations to succeed in this new environment.

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Top 5 Challenges in Designing a Data Warehouse for Multi-Tenant Analytics

Multi-tenant architecture allows software vendors to realize tremendous efficiencies by maintaining a single application stack instead of separate database instances while meeting data privacy needs. When you use a data warehouse to power your multi-tenant analytics, the proper approach is vital. Multi-tenant analytics is NOT the primary use case with traditional data warehouses, causing data security challenges.

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Developers’ Role in Protecting Privacy

DevOps.com

Although sharing data has become commonplace in exchange for benefits and value, consumers are becoming more aware of privacy issues.

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From Safe Spaces to Innovative Solutions: How ERGs Can Drive Inclusion in Software Development

Dataiku

At Dataiku, we believe that diversity and inclusion in the workplace are essential for building AI systems that benefit everyone.

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Leaders in Resilience See ROI From Observability

DevOps.com

Observability is touted to advance the application monitoring practices of yesteryear, but are investments paying off?

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CI/CD Best Practices: Top 10 Practices for Financial Services

Dzone - DevOps

As you probably already know, creating and releasing software has become challenging as teams, applications, and deployment infrastructure gets more sophisticated. Developers and organizations have come up with three interconnected but independent ways to organize and automate the processes involved in software development, testing, and release so that they can be done quickly and consistently.

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7 Pitfalls for Apache Cassandra in Production

Apache Cassandra is an open-source distributed database that boasts an architecture that delivers high scalability, near 100% availability, and powerful read-and-write performance required for many data-heavy use cases. However, many developers and administrators who are new to this NoSQL database often encounter several challenges that can impact its performance.

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How Implementing Risk-Based Patch Management Prioritizes Active Exploits

Ivanti

Resistance to change is always present, especially if you think the processes you have in place are efficient and effective. Many organizations feel this way about their software management procedures until they have a security breach or incident and are left wondering where they went wrong. The reality is that most patch management programs are built on assumptions and recommendations, rather than facts about actively exploited vulnerabilities.

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Building the Best Kubernetes Test Cluster on MacOS

Dzone - DevOps

As a platform engineer of many years now, Kubernetes has become one of those ubiquitous tools that are simply a must-have in many of our clients’ tech stacks. Considering that the big three cloud vendors (AWS, GCP, and Microsoft Azure) all now offer their own flavor of managed Kubernetes services, it is easy to see how it has become ever more prolific in the “cloud-native architecture” space.

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Unlock Sustainability and Efficiency with Dell APEX

Dell EMC

Adopting as-a-service models helps you embrace the circular economy, reduce waste, optimize resources and accelerate innovation.

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How Generative AI Can Benefit Your Knowledge Management

Ivanti

There has been growing interest in the capabilities of generative AI since the release of tools like ChatGPT, Google Bard, Amazon Large Language Models and Microsoft Bing. With the hype comes concerns about privacy, PII, security and, even more importantly, accuracy. And rightly so. Organizations are treading cautiously with their acceptance of generative AI tools, despite seeing them as a game changer.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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CodeSOD: Dented

The Daily WTF

At many a workplace, I've had the fortune to step into the company around when they were starting to get serious about standards, code quality, and generally pivoting into a mature development organization. When it comes to coding standards, everyone has strong opinions, though frankly consistency matters more than the standard itself. For example, with indenting, it doesn't really matter if you're doing Allman or something more K&R.

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Google’s 8 Point plan to be a better manager

Rapid BI

Google have identified the 8 factors that make effective managers in their business - back to basics through robust research The post Google’s 8 Point plan to be a better manager appeared first on RapidBI.

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GitHub Copilot: How AI is Transforming Software Development

Apiumhub

In the dynamic world of software development, developers constantly strive to improve productivity, enhance code quality, and streamline their workflows. With the advent of artificial intelligence (AI) and machine learning, a new tool has emerged to revolutionize how developers write code: GitHub Copilot. Developed by GitHub and OpenAI, GitHub Copilot is an AI-powered code completion tool that provides intelligent suggestions and assists developers in their coding journey.