itstrategy
With the generative AI gold rush in full swing, some IT leaders are finding generative AI’s first-wave darlings — large language models (LLMs) — may not be up to snuff for their more promising use cases. LLMs, with their advanced ability to comprehend and generate text, have become a near stand-in for generative AI in the collective mindshare. Along with code-generating copilots and text-to-image generators, which leverage a combination of LLMs and diffusion processing, LLMs are at the core of most generative AI experimentation in business today. But not all problems are best solved using LLMs...
CIO
By David Linthicum It’s Monday. You come into the office only to be met with a dozen emails from your system development teammates requesting to speak with you right away. It seems that the generative AI-enabled inventory management system you launched a week ago is frustrating its new users. It’s taking minutes, not seconds to respond. Shipments are now running late. Customers are hanging up on your service reps because they are taking too long to answer customer questions. Website sales are down by 20% due to performance lags. Whoops. You have a performance problem. But you did everything ri...
Info World
By David Linthicum The Big Three cloud providers, AWS, Microsoft, and Google, are going like gangbusters. The most likely reason is two letters: AI. The first quarter of 2024 saw the strongest growth since the third quarter of 2022. Enterprise spending on cloud infrastructure services topped $76 billion during Q1 2024, up by $13.5 billion (a 21% increase) compared with Q1 of 2023. The Big Three cloud providers now account for 67% of global cloud spending. Amazon still retains its lead at 31%, but its share is shrinking compared with Microsoft (25%) and Google (11%), which showed stronger year-...
Info World
By David Linthicum As I’ve been saying for the past year or so, cloud conferences have become generative AI conferences, as have data center conferences, databases conferences, and you name it. It’s clearly more than just a trend—it’s a game-changing push. But we’ve seen this happen enough times in the past 30 years to know nothing is guaranteed to be a true trend. Remember “push technology?” Exactly. As enterprises rush headlong into generative AI, selecting an appropriate infrastructure is critical for optimal performance and cost-effectiveness. Comparing cloud computing and traditional on-p...
Info World
By David Linthicum Asia/Pacific companies are struggling with wasteful cloud spending, according to a commissioned study conducted by Forrester Consulting. The study found that cloud cost management initiatives and tools are being introduced too late and without a full picture of their environment to be very effective. The study, paid for by IPaaS provider Boomi, found that 87% had exceeded their set cloud budgets over the past two years and that 69% foresee exceeding their cloud budgets during the current fiscal year. In other words, we’ve spent too much money on the cloud and will continue t...
Info World
By David Linthicum “The cloud has tremendous business value!” That’s the battle cry chanted by cloud providers and their allies at every cloud computing conference. You will never hear me say that “the cloud” is always the right solution or, for that matter, the wrong solution. In my 20-plus years as a cloud expert, I’ve never blindly followed the lead of cloud computing pioneers or adopters. Like any other technology trend and category, cloud computing should be considered on a case-by-case basis. This balanced approach may have cost me some friends and perhaps some jobs, but I believe this w...
Info World
By David Linthicum Environmental, social, and governance (ESG) factors have gained significant traction recently. Giving yourself a ranking to prove your worth as a good citizen of the planet seems like a great idea. These tools are worth looking at, but the reality is they may be reporting a false positive. They don’t look at the total inefficiencies of the overall cloud architecture, only at specific tactical metrics that could prove meaningless. Indeed, it provides good scores for enterprises underperforming in sustainability and using public cloud providers. The desire for good ESG credThe...
Info World
By Matt Asay Once upon a time, few companies needed metering or usage-based billing. This is changing, and fast, as the world shifts toward ever more granular pricing based on consumption. As FirstMark investor Matt Turck expresses it, “The problem is only getting worse as the software industry transitions from subscription-based to consumption-based revenue models. What started as a trickle is becoming mainstream.” First it was the software-as-a-service companies, followed by fintech companies, and now artificial intelligence companies such as Mistral; they all need the same sort of billing i...
Info World
By David Linthicum Public cloud providers are often loathed for charging data transfer or “egress fees” for removing data from a specific cloud provider. If you move data out of a cloud provider, there’s a cost; for instance, you move inventory data from an inventory system residing in a public cloud provider to a supply chain system on premises or perhaps even on another public cloud provider. This is the number one complaint about cloud providers that I hear. The fee is thought of as arbitrary and counterproductive to using the cloud with systems that exist outside of a specific provider. In...
Info World
By Evan Schuman Esty Scheiner was especially frustrated, even for the CEO of an AI startup. Her team had figured out a better way to deliver deepfake audio detection and met with various IT groups at key enterprises. Most agreed this is going to be an issue that needs to be dealt with — and could use Scheiner’s software. But since the deepfake problem is months, maybe a year away, Scheiner's company couldn’t get the backing to do anything about it. Therein lies an IT problem I've seen in just about every vertical. It would be easier to accept if IT pros were routinely caught offguard by opport...
Computer World
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