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Why most AI projects flop - and how your business can beat the odds

Elyse Betters Picaro / ZDNET Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways Only 5% of AI projects deliver. It comes down to the ability to customize. With partnerships in place, AI success odds double. Ask the right questions before deciding between building or buying. There's a tremendous gap between AI aspirations and actual successful projects -- this was shown in the recent MIT study that found only 5 percent of generative AI projects have delivered measur

Xero vs. QuickBooks: Which accounting platform is better?

Allison Murray/ZDNET If you're trying to select an accounting platform that will grow with your business while managing costs effectively, both Xero and QuickBooks offer competing products starting at $29 per month. However, they're each good at different things. Also: The best budgeting apps of 2025 Xero stands out for its user-friendly interface and flexible pricing structure that includes unlimited users across all plans. The platform excels in international business support with multicurr

Busy beaver hunters reach numbers that overwhelm ordinary math

But just how much harder? In 1962, the mathematician Tibor Radó invented a new way to explore this question through what he called the busy beaver game. To play, start by choosing a specific number of rules — call that number n. Your goal is to find the n-rule Turing machine that runs the longest before eventually halting. This machine is called the busy beaver, and the corresponding busy beaver number, BB(n), is the number of steps that it takes. In principle, if you want to find the busy beav

The warning signs the AI bubble is about to burst

“When will the internet bubble burst?” the cover story of Barron’s asked on March 20 2000. “That unpleasant popping sound is likely to be heard before the end of this year.” In fact, that same day, one of the most high-profile tech businesses of the moment suffered a share price plunge of 60pc. A flood of other collapses followed, evaporating trillions of dollars. Now, some on Wall Street fear that “unpleasant popping sound” may be imminent for the artificial intelligence (AI) boom. On Tuesda

95% of business applications of AI have failed. Here's why

MirageC/Moment via Getty Images Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways: Just 5% of enterprise customers are profiting from generative AI. A bottom-up versus top-down approach can improve implementation success. AI companies are making big promises in a bubble, most of which are unfulfilled. Investment in generative AI may be booming, but most individual businesses using it have yet to see the payoff. In fact, a new MIT study found that 95% of enterprise

Outdated IT help desks are holding businesses back - but there is a solution

Muhammet Camdereli/iStock/Getty Images Plus Follow ZDNET: Add us as a preferred Google source on Chrome and Chromium browsers. ZDNET's key takeaways Aging help desk systems hinder remote support and IT fixes. Cloud-based help desks cut costs, ease complexity, boost IT. 28% of businesses are automating IT and help desk services. Along with aging help desk systems, businesses face a number of challenges when it comes to building more responsive support capabilities. Data breaches remain a h

Vibe coding creates a bus factor of zero

All the opinions expressed in this article and on this website are entirely my own and do not represent my employer in any way. Ever heard about the “Bus factor”? It is a concept that measures the risk of losing all knowledge about a particular thing – a software development project for example – by estimating how many team members could get crushed by a bus before nobody knows how to work on the project anymore. As an example, if 3 people on your team know how to restore a backup of your datab

The Global Car Reckoning Is Here. Far Too Many Auto Companies Don’t Have a Plan

On a drab, overcast March day in Amsterdam in 2022, Stellantis CEO Carlos Tavares took off his face mask and strode onto a makeshift stage to confidently explain to a crowd of journalists and analysts how the company that had recently unified brands as diverse as Fiat, Peugeot, Maserati, Ram, and Opel was going rewrite the rules of the car industry. His tie sat slightly askew and his greying hair needed a trim, the picture of a man far too focused on applying dynamic capitalistic principles to a

Kyte, which billed itself as the ‘best competitor to Hertz,’ shuts down

Rental car startup Kyte has shut down nearly one year after slashing staff and exiting most of its cities in the United States. The company sold its customer list to Turo in July, and then turned right around and entered into a form of receivership in California, according to a notice that went out to Kyte creditors. Kyte fell behind on some of its loans earlier this year, according to the notice. That caused the company’s top lender to repossess and liquidate Kyte’s vehicle fleet. Kyte’s boar

Igor Babuschkin, a co-founder of xAI, has announced his departure

Igor Babuschkin, a co-founder of Elon Musk’s xAI startup, announced his departure from the company on Wednesday in a post on X. Babuschkin led engineering teams at xAI and helped build the startup into one of Silicon Valley’s leading AI model developers just a few years after it was founded. “Today was my last day at xAI, the company that I helped start with Elon Musk in 2023,” Babuschkin wrote in the post. “I still remember the day I first met Elon, we talked for hours about AI and what the fu

Co-founder of Elon Musk’s xAI departs the company

Igor Babuschkin, a co-founder of Elon Musk’s xAI startup, announced his departure from the company on Wednesday in a post on X. Babuschkin led engineering teams at xAI and helped build the startup into one of Silicon Valley’s leading AI model developers just a few years after it was founded. “Today was my last day at xAI, the company that I helped start with Elon Musk in 2023,” Babuschkin wrote in the post. “I still remember the day I first met Elon, we talked for hours about AI and what the fu

These CFOs are devoting 25% of their AI budgets to agentic AI

AlexSecret/Getty Images ZDNET's key takeaways 34% of global CFOs have adopted an aggressive AI investment strategy. 61% embrace AI agents and digital labor in order to autonomously perform tasks. CFOs are dedicating a quarter of their AI budgets to agentic AI More than 9 out of 10 (96%) of chief financial officers (CFOs) have an aggressive AI strategy, compared to only 3% in 2020, according to a global survey of 261 CFOs conducted by Salesforce Research. There is a strong shift from cautiou

What Trump's Nvidia and AMD China deal means for the world

In this article NVDA AMD Follow your favorite stocks CREATE FREE ACCOUNT watch now Nvidia and AMD have agreed to share some of their revenue from sales to China with the U.S. government, according to several reports, sparking debate about whether the move could impact the chip giants' business and whether Washington might seek out similar deals. In exchange for 15% of revenues from the chip sales, the two semiconductor firms will receive export licenses to sell Nvidia's H20 and AMD's MI308 ch

ESP32 Bus Pirate 0.5 – A hardware hacking tool that speaks every protocol

ESP32 Bus Pirate ESP32 Bus Pirate is an open-source firmware that turns your device into a multi-protocol hacker's tool, inspired by the legendary Bus Pirate. It supports sniffing, sending, scripting, and interacting with various digital protocols (I2C, UART, 1-Wire, SPI, etc.) via a serial terminal or web-based CLI. Features Interactive command-line interface (CLI) via USB Serial or WiFi Web . Modes for: HiZ (default) I2C (scan, glitch, slave mode, dump) SPI (flash, sdcard, slave mode) UAR

ESP32 Bus Pirate 0.5 – A Hardware Hacking Tool That Speaks Every Protocol

ESP32 Bus Pirate ESP32 Bus Pirate is an open-source firmware that turns your device into a multi-protocol hacker's tool, inspired by the legendary Bus Pirate. It supports sniffing, sending, scripting, and interacting with various digital protocols (I2C, UART, 1-Wire, SPI, etc.) via a serial terminal or web-based CLI. Features Interactive command-line interface (CLI) via USB Serial or WiFi Web . Modes for: HiZ (default) I2C (scan, glitch, slave mode, dump) SPI (flash, sdcard, slave mode) UAR

5 ways business leaders can transform workplace culture - and it starts by listening

Elyse Betters Picaro / ZDNET ZDNET's key takeaways The best business leaders ensure people have a platform to air views. Employees need to feel their opinions are heard and valued. Reach out to customers and partners for their sentiments. Great managers don't just talk a good game; they also deliver results -- and great outcomes are often tied to an ability to listen to people effectively. Harvard Business Review suggests that leaders who listen well create company cultures where people fe

How AI-enabled autonomous business will change the way you work forever

Siro Rodenas Cortes/Getty Images ZDNET's key takeaways Self-learning and self-improving technology will transform enterprise activities. From augmented leadership to machines as customers, analyst Gartner identifies key trends. While true autonomous business is a long way off, smart business leaders are preparing now. The future of your business is autonomous. While there's a lot of debate right now about the augmentation or replacement of workers with artificial intelligence, the organizat

Exit Tax: Leave Germany before your business gets big

Here’s an interesting take on Germany’s exit tax, which I have written about before: Leave Germany before your business gets big. What do I mean by that? I mean that once you’re a business owner in Germany and your business has reached a certain size, you are essentially barred from ever moving out of the country again. Crazy, right? I think it’s also pretty crazy that no one really talks about this. This is, quite literally, erecting a “Berlin Wall” around German entrepreneurs, forcing them

The Bus Station That Didn't Exist, and Other Data Epiphanies

“Data is multidisciplinary” is my mantra—it’s 2025, and I’ve now worked 20 years in every possible flavour of data—data visualization, open data advocacy, data pipelines in healthcare, data-driven national-scale services, AI innovation, and more. Whatever the application or project, my take on data literacy is the fundamental ability to challenge your own assumptions about the data you have or don’t, the appropriateness in using it, the ethics of your application, and ask yourself: is there a di

Topics: bus data dataset map use

Is the Xperia line dead? Sony clarifies the future of its smartphones

It’s no secret that Sony Xperia smartphones aren’t the best-selling phones, nor are they the top choice for Android flagships . Sony built a loyal niche of fans who buy its Xperia phones, but the market beyond them doesn’t pick up on the phones with as much enthusiasm. When the company’s latest flagship, the Xperia 1 VII, began dying and disappearing across markets , many presumed that the end was near for Sony’s Xperia line of phones. Sony is laying rest to those fears, indicating it is around,

Trump’s endless new tariffs are threatening businesses — and you

Stop me if you’ve heard this one before: a new wave of tariffs are taking effect today. As Trump has ratcheted up pressure on foreign imports over the last few months, some Americans might not have noticed a marked difference in what they’re spending, especially as huge tax hikes have been announced and then delayed or cut back. Trump’s perpetually changing tariff deadlines and rates led a Financial Times columnist to coin the phrase “TACO trade,” short for “Trump Always Chickens Out.” But expe

Opendoor tanks after earnings as CEO thanks new investors for 'increased visibility'

With Opendoor shares up almost fivefold since the beginning of July and trading volumes hitting record levels, CEO Carrie Wheeler thanked investors for their "enthusiasm" on Tuesday's earnings call. "I want to acknowledge the great deal of interest in Opendoor lately and that we're grateful for it," Wheeler said, even as the stock sank more than 20% after hours. "We appreciate your enthusiasm for what we're building, and we're listening intently to your feedback." Prior to its recent surge, Op

From tickets to brochures: Google Messages just stepped up with PDF support over RCS

Edgar Cervantes / Android Authority TL;DR Google has enabled PDF file sharing via rich cards in RCS Business Messaging through Google Messages. This addition enhances business-to-user communication by allowing flight tickets, passes, and documents to be sent through RCS, eliminating the need for email or other apps. However, the potential for an increase in spam remains a concern. PDF support has launched initially in India with a 100MiB attachment limit. Instant messaging apps took texting

Did Craigslist decimate newspapers? Legend meets reality

This article is part of The Poynter 50, a series reflecting on 50 moments and people that shaped journalism over the past half-century — and continue to influence its future. As Poynter celebrates its 50th anniversary, we examine how the media landscape has evolved and what it means for the next era of news. The decline of newspaper print classifieds and the ripple effects that gutted newsrooms began, by many accounts, in 1995. That’s when Craig Newmark invented Craigslist, the homely but oh-so

Upwork is buying its way into corporate staffing beyond freelancers

Upwork, a platform that connects companies with freelancers, announced two acquisitions to help build out a new stand-alone enterprise-focused business that could expand its market reach. The San Francisco-based company announced it has acquired Bubty, a workforce management platform, and has signed a definitive agreement to acquire Ascen, a global compliance and EOR (employer of record) company, ahead of its second-quarter earnings call on August 6. Upwork will integrate these two companies i

Breath Work, Biohacking, and Cryotherapy: New Buzzwords for Modern Business Travelers

Peptide cocktails, plasma exchange therapy, infrared sauna sessions, and methylene blue drips. These are just a few of the biohacks that keep Peter Phillips feeling invincible. For the past three years, the 53-year-old tech executive has worked with doctors at Extension Health, a longevity clinic in New York City, to craft a blueprint to help him combat the declines that come with age. “I’m on the cusp of immortality,” he says. Every six weeks, he pops into the clinic for a full body reboot tha

Companies Find Potential Way to Avoid Trump Tariffs and Keep Prices Low

Donald Trump’s tariff regime has been scoffed at by business leaders and world economists (Larry Summers, for instance, called it both “crazy” and “dumb”), but the White House hasn’t backed down from its highly unconventional program. The tariffs, which are taxing American businesses on their imports, are reportedly generating billions of dollars in revenue for the federal government on a month-to-month basis. Many businesses aren’t happy about it, however, and now several lawsuits are threateni

Former Google Exec Warns That If You Have a Good Job Now, You Should Be Terrified of AI

As CEOs continue to boast about laying off thousands while spending tens of billions of dollars on AI infrastructure, some execs are worried about getting the axe themselves. During a podcast appearance this week, Google's former chief business officer, Mo Gawdat, warned that AI could be poised to wipe out white-collar jobs, including cushy gigs like software developers and CEOs. Unsurprisingly, Gawdat had his own AI startup to plug as well, a three-person operation dedicated to providing a Re

Breathwork, Biohacking, and Cryotherapy: New Buzzwords for Modern Business Travelers

Peptide cocktails, plasma exchange therapy, infrared sauna sessions, and methylene blue drips. These are just a few of the biohacks that keep Peter Phillips feeling invincible. For the past three years, the 53-year-old tech executive has worked with doctors at Extension Health, a longevity clinic in New York City, to craft a blueprint to help him combat the declines that come with age. “I’m on the cusp of immortality,” he says. Every six weeks, he pops into the clinic for a full body reboot tha

Former Google Exec Warns That If You Have a Good Job Now, You Should Be Very Concerned

As CEOs continue to boast about laying off thousands while spending tens of billions of dollars on AI infrastructure, some execs are worried about getting the axe themselves. During a podcast appearance this week, Google's former chief business officer, Mo Gawdat, warned that AI could be poised to wipe out white-collar jobs, including cushy gigs like software developers and CEOs. Unsurprisingly, Gawdat had his own AI startup to plug as well, a three-person operation dedicated to providing a Re