Wed.May 15, 2024

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3 ways to break out of AI ‘pilot purgatory’

CIO

American humorist Mark Twain once said, “History never repeats itself, but it does often rhyme.” Today we worry this phenomenon is playing out with enterprise adoption of generative AI. On their digital transformation journeys over the last decade, many enterprises spent time mired in “pilot purgatory,” taking as long as years to move from concept to executing on use cases.

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Parallel Data Fetching

Martin Fowler

The second pattern in Juntao Qiu's series on data fetching is on how to avoid the dreaded Request Waterfall. Parallel Data Fetching queries multiple sources in parallel, so that the latency of the overall fetch is largest of the queries rather than the sum of them.

Data 246
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10 things to watch out for with open source gen AI

CIO

It seems anyone can make an AI model these days. Even if you don’t have the training data or programming chops, you can take your favorite open source model, tweak it, and release it under a new name. According to Stanford’s AI Index Report, released in April, 149 foundation models were released in 2023, two-thirds of them open source. And there are an insane number of variants.

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Three Reasons DevOps Should Consider Rocky Linux 9.4

DevOps.com

The new version of Rocky Linux includes security improvements, better cloud images, and the latest developer tools. All those features should interest any DevOps pro.

Linux 137
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Build the Case: Quantify the Real Costs of In-House Testing and QA Gaps

Underinvesting in software testing costs more than you think, and now you can prove it. This guide helps you quantify hidden costs like developer time, support overhead, tech debt, and lost revenue. Use the companion calculator to model your own data, and present your findings with a ready-to-edit presentation template. Whether you're making the case to leadership or validating outsourcing, this toolkit gives you the numbers and tools you need.

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How can CIOs build an effective Generative AI strategy?

CIO

Growing out of control? If 2023 was the year of AI exploration, then 2024 will be the year of action. According to Forrester , investment in AI software will grow 50% faster than the wider software market. A recent PagerDuty survey also found that 71% of businesses are looking to expand investments in AI and machine learning (ML) in the next year.

More Trending

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IT staff shortages damage the bottom line: IDC report

CIO

CIOs instinctively understand how IT staff shortages and recruitment struggles make every task and deliverable more difficult. But it’s very different when the business leaders they report to are shown the concrete business problems that arise as a result of shortages of staff in the IT department. A new IDC report delivers those details. Nearly two thirds of the IT executives surveyed said “a lack of skills has resulted in missed revenue growth objectives, quality problems, and a decline in cus

Report 179
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Learn how Amazon Ads created a generative AI-powered image generation capability using Amazon SageMaker

AWS Machine Learning - AI

Amazon Ads helps advertisers and brands achieve their business goals by developing innovative solutions that reach millions of Amazon customers at every stage of their journey. At Amazon Ads, we believe that what makes advertising effective is delivering relevant ads in the right context and at the right moment within the consumer buying journey. With that goal, Amazon Ads has used artificial intelligence (AI), applied science, and analytics to help its customers drive desired business outcomes

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What CIOs need to know about the newly proposed Critical Infrastructure Cyber Incident Reporting Rule

CIO

Creating a world that is safer and more secure is core to our vision at Palo Alto Networks, but this only can be achieved if we’re collectively making the internet, as a whole, safer. To do this requires more widespread awareness of cyber threats and information sharing, and a newly proposed cyber incident reporting rule from the Cybersecurity and Infrastructure Security Agency (“CISA”) is intended to meet this goal.

Report 179
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Most-Active US Investors: Sequoia, Khosla, General Catalyst Lead Strong Pack In April

Crunchbase News

This is a monthly feature that runs down some of the most-active investors in U.S.-based companies, looks at some of their most interesting investments, and includes some odds and ends of who spent what. See March’s most-active startup investors here. The big names came out strong with their checkbooks last month. The top five firms investing in U.S.

Biotech 130
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From Curiosity to Competitive Edge: How Mid-Market CEOs Are Using AI to Scale Smarter

Speaker: Lee Andrews, Founder at LJA New Media & Tony Karrer, Founder and CTO at Aggregage

This session will walk you through how one CEO used generative AI, workflow automation, and sales personalization to transform an entire security company—then built the Zero to Strategy framework that other mid-market leaders are now using to unlock 3.5x ROI. As a business executive, you’ll learn how to assess AI opportunities in your business, drive adoption across teams, and overcome internal resource constraints—without hiring a single data scientist.

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Hasso Plattner stepping down signals another turning point at SAP

CIO

It’s difficult to imagine SAP without Hasso Plattner, who’s been there from the beginning and has significantly shaped the fortunes of Europe’s largest software manufacturer for more than five decades as founder, board of directors member, and, most recently, as chairman of the supervisory board. Now at 80, Plattner is giving up his post at the head of the supervisory board and leaving the SAP stage.

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Day 1 Recap: Gartner Application Innovation and Business Solutions Summit

Xebia

All 5,000 of Gartner’s Application Innovation and Business Solutions Summit attendees agree on one thing: AI is so central to the future success of business that it is useless to continue debating if and when. The answer is yes and the time is now. Instead, for the next three days at Caesar’s Palace in Las Vegas, C-suite leaders, technology experts, and pioneering solutions providers will discuss the digital transformation dance and why AI–in all its iterations–makes the best dance partner.

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EU moves toward regulating data center energy and water use

CIO

The European Union will take a big step toward regulating energy and water use by data centers in September, when organizations operating data centers in EU nations will be required to file reports detailing water and energy consumption, as well as steps they are taking to reduce it. The EU’s data center reporting rules are part of a larger regulatory package ultimately aimed at reducing energy consumption by 11.7% between 2020 and 2030.

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‘There’s A Lot Of Noise’ — VCs Trying To Find Clarity In Cluttered Cyber AI Landscape

Crunchbase News

The annual RSA Conference concerning all things cyber barreled into San Francisco last week with a lot of startups, crowds, parties and all the other surrounding hoopla one would expect from a massive tech conference. However, it seemed like what most of the folks who invest big-money in those same cybersecurity startups really wanted was some quiet from all the noise that surrounds AI.

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A Strategic Roadmap for AI Integration in Software Testing

Implementing AI in software testing can accelerate release cycles, boost efficiency, and enhance software quality—but only with a clear strategy. This guide offers a step-by-step roadmap to help you evaluate readiness, strengthen infrastructure, upskill teams, and meet compliance needs. Discover how to automate up to 70% of testing tasks, enhance defect detection, and integrate AI into your CI/CD workflows without disrupting your SDLC.

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Canadian CIOs discuss driving a successful hybrid cloud roadmap

CIO

Cost remains the biggest driver for multicloud. To be successful, CIOs must understand the costs and benefits of such a migration, as well as factors such as life cycle management and the impact on staff. The good news – according to a group of Canadian IT leaders I met with in Toronto – is that Canada’s CIOs have never felt better equipped to make those decisions.

Cloud 165
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Weka Becomes A Unicorn With Big $140M Series E

Crunchbase News

Weka locked up a $140 million Series E — raised in both a primary and secondary transaction — that values the data platform at $1.6 billion. The valuation is more than double what the company was last valued at after a $135 million Series D led by Generation Investment Management in late 2022. At the time, it was reported the Campbell, California-based startup had a $750 million valuation after the raise.

Lambda 122
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6 ways to build a culture of automation in your organization

CIO

In a world of persistent macroeconomic and business uncertainty, organizations are increasingly looking for ways to grow revenue without adding capacity. Hiring is expensive, takes time, and can be full of risk. It’s also increasingly difficult to do in an environment where ITOps talent is in short supply. The simple answer to this capacity conundrum is automation.

Culture 158
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Dell Ambassadors: Your Insider’s Guide to Dell Technologies World

Dell EMC

Join our Dell team members as they provide an insider’s perspective on our flagship event.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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3 things to consider when building responsible GenAI systems

CIO

Generative AI (GenAI) has the potential to transform entire industries, especially in customer service and coding. If Act One of digital transformation was building applications—for example, building omnichannel customer experiences—then Act Two is adding GenAI. Its core capability—using large language models (LLMs) to create content, whether it’s code or conversations—can introduce a whole new layer of engagement for organizations.

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Unleash the Heart and Pulse of the Organization to Cement the Digital Relationship

IDC

A digital world experience means instead of searching through many data sets, an individual can interact with the technology in a conversational form creating a positive experience.

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How BayCare Health System excels in raising data literacy

CIO

Martha Heller: What does data literacy mean to BayCare Health System? William Walders:It means that every team member operates at the top of their license. When the environmental services team who cleans our operating rooms has the data to flip an OR quickly to get a new patient in, they work more efficiently. A third of our staff are nurses. If we understand the volume of patients in the hospital and the level of care they need, and can predict future staffing needs, we provide better care for

System 147
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East Africa Struck by More Submarine Cable Woes

Kentik

On Sunday, May 12, two submarine cables ( Seacom and EASSy ) suffered breaks along a stretch of coastline between the cable landing stations in Mtunzini, South Africa and Maputo, Mozambique. It was the latest in a historically bad run of submarine cable failures that have led to disruptions of internet service around the continent of Africa. “Keen observer of the submarine cable industry” and friend of the blog, Philippe Devaux, created this markup of a Telegeography map depicting the location o

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Struggling to Scale Test Coverage Under Pressure?

When test coverage falls behind release velocity, quality suffers, and your team feels the consequences. This guide outlines when it makes sense to outsource quality assurance (QA), the risks to watch for, and how to scale testing without increasing headcount or slowing down engineering. You will learn how leading teams are leveraging external QA partners to expand coverage, enhance defect detection, and remain aligned with CI/CD timelines.

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The CIO’s survival guide for board engagement: 4 steps to success

CIO

Being a CIO isn’t getting any easier. The tolerance for outages and downtime is extremely low. Keeping your organization operational requires constant vigilance and rigorous processes. The board is placing great expectations on the CIO. The growing realization of the cost of digital downtime has pushed CIOs into the spotlight, increasing the pressures they face.

Education 146
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Resolving Interpersonal Conflicts

thoughtLEADERS, LLC

Strong teams often have team members with strong personalities. Learn how to build your team’s conflict resolution skills. More often than not, high-performing teams operate in high-pressure environments. And many times on a high-performing team, you have some strong personalities at play. When you combine pressure and strong personalities there are plenty of opportunities for conflict between the members of your team.

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Unlocking Tomorrow: HPC and AI in Higher Education

Dell EMC

Universities that don’t promote access to AI resources to potential students may soon find themselves in jeopardy.

Education 112
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LLMs Can’t Save The Old Internet; But They Can Create A New One

Crunchbase News

By Philippe Boutros From a consumer perspective, there’s never been a worse time to be online. I’m far from the first to write about this — it’s a phenomenon dubbed “ Enshittification ” by Cory Doctorow and written about at length by folks like Ed Zitron and others. The premise is simple. The quality of your experience as an internet user relies on user-generated content, or UGC.

Internet 105
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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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Establishing and Enabling a Center of Production Excellence

Honeycomb

Software is in a crisis. This is nothing new. Complex distributed systems are perpetually in a state far from equilibrium, operating in what Richard Cook has called a “degraded mode.” It’s through a combination of technical artifacts, organizational practices and policies, and pure gumption that they manage to maintain themselves through time. However, there are some organizations that seem to have an easier time of it than others.

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Download our cloud cost management enterprise buyer’s guide

CIO

When the monthly cloud bill arrives, CFOs are hitting the roof. Developer teams are learning that the pennies add up, sometimes faster than expected, and it’s time for some discipline. Cloud cost management tools are an answer.

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Artificial Intelligence 101: What It Is, Its Evolution and Potential Jobs

Apiumhub

Artificial Intelligence 101 has become a transformative force in many areas of our society, redefining our lives, jobs, and perception of the world. AI involves the use of systems or machines designed to emulate human cognitive ability, including problem-solving and learning from previous experiences. Since its conception in the mid-20th century, AI has evolved considerably thanks to advances in machine learning, neural networks, and complex algorithms, enabling its application in increasingly s