Sat.Jan 20, 2024 - Fri.Jan 26, 2024

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3 technologies coming to generative AI’s aid in 2024

InfoWorld

As the momentous first year of ChatGPT comes to a close, it’s clear that generative AI (genAI) and large language models (LLMs) are exciting technologies. But are they ready for prime-time enterprise use? There are well-understood challenges with ChatGPT , where its responses have poor accuracy. Despite being based on sophisticated computer models of human knowledge like GPT-4 , ChatGPT rarely wants to admit ignorance, a phenomenon referred to as AI hallucinations , and it often struggles with l

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How to minimize remote access cyber security threats in 2024

CIO

Remote work began as a temporary measure during the pandemic but has long been a permanent fixture in our new way of working. Organizations have shifted to remote desktop work environments at an increasing speed since then – simultaneously expanding their attack surface and exposing themselves to greater cybersecurity threats. The remote work revolution has pushed companies to rethink their security and data protection practices amidst hybrid work and cloud environments.

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Bottlenecks of Scaleups #06: Onboarding

Martin Fowler

The last year has been a hard one for the technology industry, which faced its greatest waves of cutbacks and layoffs since the dotcom crash at the beginning of the century. As 2024 begins, we're seeing the early signs of a turn-around, which hopefully means technology organizations will soon be thinking of hiring again. Should such happy days return, firms will again run into the common problem of taking too long for new hires to become effective.

Industry 294
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Oracle has a better generative AI strategy, analysts say

InfoWorld

Oracle’s recent updates to its OCI Generative AI Service , which competes with similar services from rivals AWS , Microsoft , and Google , makes it more attuned towards the future need of enterprises, analysts say. But Oracle may be far behind rivals in terms of overall generative AI model and service offerings.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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4 Keys to Generative AI Success in 2024

Dataiku

Let’s face it — Generative AI will continue to be the star of the show in 2024. Our commissioned study with Forrester surveyed 220 AI decision makers at large companies in North America in November 2023, and a whopping 83% of them are already exploring or experimenting with the technology.

More Trending

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How to kick-start your generative AI strategy

CIO

How do you lose the AI race? By not entering. So says Andrew McAfee, principal research scientist at the MIT Sloan School of Management. “When a technology this powerful comes along where you have to learn by doing, finding reasons not to do it is a pretty big error,” he says. Despite the mass embrace of generative AI in its first year of release, most organizations remain cautious about mass adoption.

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Level up your leadership skills in 2024 with Agile Alliance!

Agile Alliance

Join Agile Alliance to elevate your career. Access monthly events, global conference opportunities, networking, and practical experiences for professional growth. The post Level up your leadership skills in 2024 with Agile Alliance! first appeared on Agile Alliance.

Agile 194
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Onboarding bottleneck: creating a path to effectiveness

Martin Fowler

Tim and Premand begin their discussion of how to get out of the difficulties of onboarding by explaining how to create a path to effectiveness for new hires. Such a path outlines the needs of employee and how the onboarding process should fulfill them.

How To 199
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Cellular Automata Using Rust: Part II

Xebia

In the first post of this three-part series, we described elementary cellular automata and modeled them in the Rust programming language. In this post, the second of the three-part series, we describe the theory underlying entity-component-system (ECS) architecture, how the Bevy game engine operationalizes this into practice, how to set up and streamline Bevy for cross-platform development, and how to build a static user interface using Bevy.

Windows 182
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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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8 data strategy mistakes to avoid

CIO

Organizations can’t afford to mess up their data strategies, because too much is at stake in the digital economy. How enterprises gather, store, cleanse, access, and secure their data can be a major factor in their ability to meet corporate goals. Unfortunately, the road to data strategy success is fraught with challenges, so CIOs and other technology leaders need to plan and execute carefully.

Strategy 340
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The Cost Crisis in Observability Tooling

Honeycomb

The cost of services is on everybody’s mind right now, with interest rates rising, economic growth slowing, and organizational budgets increasingly feeling the pinch. But I hear a special edge in people’s voices when it comes to their observability bill, and I don’t think it’s just about the cost of goods sold. I think it’s because people are beginning to correctly intuit that the value they get out of their tooling has become radically decoupled from the price they are paying.

Tools 143
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Help Your Team Do More: Stop (over)Talking and Start Doing

Let's Grow Leaders

To do more, clarify who owns the decision and know when it’s time to move Is your team full of good intentions and meaningful conversations that don’t translate into action and results? Do discussions regularly bog down in analysis paralysis? Or do you have choke points of one overwhelmed expert or manager that keeps everyone else waiting around? If any of these are true of your team, here are seven ways to help your team do more, improve morale, collaborate, and grow together. 7 Ways to Help Yo

Analysis 117
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9 Trends That Will Shape Work in 2024 and Beyond

Harvard Business Review

In 2023, organizations continued to face significant challenges, from inflation to geopolitical turmoil to controversy over DEI and return-to-work policies — and 2024 promises more disruption. Gartner researchers have identified nine key trends, from new and creative employee benefits to the collapse of traditional career paths, that will impact work this year.

Trends 136
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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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SAP announces $2.2B restructuring program that’ll impact 8,000 jobs

CIO

German tech major SAP has announced a 2 billion euro ($2.17 billion) restructuring program for 2024, impacting 8,000 employees as it focuses on AI. “In 2024, SAP will further increase its focus on key strategic growth areas, in particular Business AI. It also intends to transform its operational setup to capture organizational synergies, AI-driven efficiencies and to prepare the company for highly scalable future revenue growth,” SAP said in a press statement.

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Evolving AI Threats: What You Need to Know

Ooda Loop

“When you invent the ship, you also invent the shipwreck; when you invent the plane, you also invent the plane crash” is a seering insight attributed to cultural theorist Paul Virilio - and is oft quoted here at OODA Loop. We review here some of the new "inventions" that are part and parcel of the emergence of AI as a general application technology across any and all global industry sectors and societal systems.

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How To Find a Great Company Culture in Your Job Search

Let's Grow Leaders

Take initiative to find a great company culture that’s the right fit for you. You’re looking for a job, perhaps even your first “real” job out of school. Awesome. Let’s talk about how to find a great company culture that’s the right fit for you. Here’s the lowdown on finding a great company culture, straight from Carnegie Mellon University. 5 Steps to Finding a Great Company Culture in Your Job Search Hi Karin, I’m about to graduate from college a

Culture 107
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Using Prompt Engineering to Better Communicate with People

Harvard Business Review

We should choose our words as wisely with people as we do with generative AI. In this article, the author offers six guidelines to consider when initiating discussions with stakeholders, whether they’re customers, partners, or employees: 1) Structure your prompts the right way. 2) Utilize reflective and thoughtful probing. 3) Convey empathetic language and humility. 4) Harness humor, playfulness, and emotions. 5) Acknowledge key challenges. 6) Be a good (and patient) listener.

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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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What is your data strategy for an AI future?

CIO

As enterprises become more data-driven, the old computing adage garbage in, garbage out (GIGO) has never been truer. The application of AI to many business processes will only accelerate the need to ensure the veracity and timeliness of the data used, whether generated internally or sourced externally. The costs of bad data Gartner has estimated that organizations lose an average of $12.9m a year from using poor quality data.

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Fixing Cumulative Layout Shift Problems on DavidWalshBlog

David Walsh

Over 50 thousand developers visit DavidWalshBlog every month from around the world to learn JavaScript tricks and fix problems in their code. Unfortunately, some of them have a slow experience on the site. David tracks the performance of his Core Web Vitals and overall performance with Request Metrics. Recently, we noticed that his CLS performance score was trending pretty slow for both desktop and mobile users.

Metrics 125
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Executive Storytelling: Why Every Organization Needs a Great Story

N2Growth Blog

The Essence of Narrative in Business In the realm of business, storytelling transcends mere entertainment. Ernst Gleijm , a seasoned expert from N2Growth, emphasizes its dual role: internally galvanizing and externally captivating. Amidst the ubiquity of Excel and PowerPoint, the art of crafting compelling narratives stands unparalleled. Storytelling doesn’t just convey a direction; it breathes life into the organizational journey, clarifying both the destination and the purpose. “St

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How Data Collaboration Platforms Can Help Companies Build Better AI

Harvard Business Review

There are three immediate challenges for companies that want to train fine-tuned AI models: 1) they require extensive, high-quality data — a scarce resource for many enterprises, 2) third-party AI models can include problematic biases, and 3) training fine-tuned models with users’ personal data may result in privacy violations. However, data collaboration platforms can help address these challenges.

Company 128
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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.

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Top 5 industry trends in strategic portfolio planning for 2024

CIO

Over the years, I’ve had the opportunity to work with contacts in many leading enterprises, including businesses across a wide range of industries and regions. This experience has given me a unique vantage point, enabling me to see those specifics that are unique to each team and organization—as well as common themes that apply to broad swaths of the market.

Trends 306
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Addressing Addiction Treatment in the Workplace

CEO Insider

Human resource departments are bedeviled by the scourge of addiction. It is estimated that 10% of Americans are suffering from some form of a debilitating addictive disorder. Many millions of dollars have been spent attempting to treat valuable employees struggling with addiction, only to result in frequent and heart-breaking failures. Doctors now view addiction as […] The post Addressing Addiction Treatment in the Workplace appeared first on CEOWORLD magazine.

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Apple’s new extortion regime to keep big app makers

David Heinemeier Hansson

Apple’s recent threat of financial audits for developers who dare link to their own website was a big, revealing moment to a lot of people. Folks who perhaps didn’t think Apple would be “that kind of company”. That they wouldn't so blatantly threaten developers into compliance with such overtly onerous and punitive terms. But they did. And now they’re doubling down.

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When a New Layer of Management Is Hired Above You

Harvard Business Review

So, your manager told you that they’ll be bringing in someone else above you. In other words, you’re getting layered. This refers to a situation where an additional layer of management is inserted between you and your current reporting line. Essentially, it means that someone else is hired or promoted to a position above you. They become your new direct supervisor and you now report to them instead of your previous boss.

Report 128
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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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Ford’s high-tech business transformation, fueled by cloud

CIO

Ford Motor Co.’s wholesale pivot to technology has transformed not only the automaker’s business operations but its corporate identity. “We have become much more of a software company than we were 10 to 20 years ago,” says John Musser, director of engineering for Ford’s commercial division, Ford Pro. “People don’t think of a large, 100-year-old manufacturing company as high tech.

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Are “Trade Clusters” the Future of Geopolitics in 2024?

Ooda Loop

Trade Clusters are yet another development in the way globalization transformed over the course of 2023. William Alan Reinsch, Senior Adviser and Scholl Chair in International Business, at the The Center for Strategic and International Studies (CSIS) provides a working definition and framed some the core characteristics of what he calls "trade clusters".

Study 119
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Architect defense-in-depth security for generative AI applications using the OWASP Top 10 for LLMs

AWS Machine Learning - AI

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. Examples of applications include conversational search, customer support agent assistance , customer support analytics , self-service virtual assistants, chatbots , rich media generation , content moderation , coding companions to accelerate secure, high-performance software development , deeper insights from multim

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Empathy – The Key to Great Code

Xebia

Which qualities in a person lead to great code? I used to think it was raw intellect, technical know-how, or breadth of knowledge. Slowly but surely, this sentiment faded, and my opinion shifted. Nowadays, I believe the key to great code is empathy. Empathy the key to great code? What’s this guy talking about? Allow me to explain. I’ll start with a quote from Kent Beck that has stuck with me ever since I first encountered it: Software design is an exercise in human relationships The

Exercises 130