Several years ago, my wife and I invested in a project called "Sanctuary Belize" and, like many of the investors, we were incredibly excited about the prospect of retiring in paradise. After a time, things just weren't adding up. The company supposedly put controls in place to reverse course, but we exited the project. As it turned out, those controls either were not put in place or failed.

Amazon recently disclosed its 2015 decision to scrap a recruitment tool used to hire talent, after finding that it had a bias against women. While this story has been covered sufficiently, there is a much greater story still to tell: A substantial amount of the AI technology that currently is used for recruitment and human resources purposes has been acting independently for some time.

The LF Deep Learning Foundation has announced the availability of the first software from the Acumos AI Project. Dubbed "Athena," it supports open source innovation in AI, ML and DL. The goal is to make critical new technologies available to developers and data scientists everywhere. Launched earlier this year, Acumos is part of a Linux Foundation umbrella organization.

An apparent prefix leak from an errant router misconfiguration caused Google to lose control of several million of its IP addresses for more than an hour on Monday. During the event, Internet traffic was misrouted to China and Russia from Nigeria. The incident initially sparked concerns that it might have been a hijacking. The mishap made Google services unavailable to many users intermittently.

IBM's deal to acquire Red Hat caught everyone by surprise when it was announced less than two weeks ago. While concerns spread quickly about what it would mean for the largest enterprise Linux platform, IBM and Red Hat executives assured employees and customers that Red Hat would continue to operate independently -- at least for now. Intel made a similar acquisition of Wind River in 2009.

Hackers planted malware on StatCounter to steal bitcoin revenue from Gate.io account holders, according to Eset researcher Matthieu Faou, who discovered the breach. The malicious code was added to StatCounter's site-tracking script last weekend, he reported. The malicious code hijacks any bitcoin transactions made through the Web interface of the Gate.io cryptocurrency exchange.

Digital transformation means a lot of things to different people, but if you do it right it should be virtually unique to your circumstance. The other day I caught up with Rip Gerber, CMO at Vlocity, the Salesforce partner that specializes in vertical industries like telecommunications and insurance. Of digital disruption, Gerber told me, "Nobody changes anything without a strong business case."

Tomorrow a minority of those who are eligible will take time off, drive through traffic, and wait in lines to take part in one of the most artificially annoying obligations of United States citizenship: voting. Many who make that inconvenient trek will treat the process like a multiple choice test they haven't studied for, either voting the party line or guessing at the right answers.

The cloud computing landscape may look much different to enterprise users following the announcement earlier this week of IBM's agreement to acquire Red Hat. IBM plans to purchase Red Hat, a major provider of open source cloud software, for $34 billion. IBM will acquire all of the issued and outstanding common shares of Red Hat for $190 per share in cash, under terms of the deal.

For all of the dazzle of its rapidly evolving software portfolio, which includes a self-monitoring and self-patching database that also configures itself, as well as numerous cloud applications, Oracle has begun showing its credibility as a hardware vendor. Hardware has commoditized and will not return to the prominence it had in the early days of the tech era.

With the holidays approaching, many resellers may think it's too late to set up or expand their marketplaces to take advantage of the holiday rush. That is not the case. If you leverage the right technology, you can accelerate the process of setting up your marketplace from weeks to hours, and never have to hold any inventory. For social influencers, e-commerce success can have an amplified effect.

Theresa Payton, CEO of Fortalice Solutions, is one of the most influential experts on cybersecurity and IT strategy in the United States. She is an authority on Internet security, data breaches and fraud mitigation. She served as the first female chief information officer at the White House, overseeing IT operations for President George W. Bush and his staff.

Markets grow at the margins. This bit of sage advice was given to me at the start of my analyst career, and it has kept me in good nick for nearly two decades. Of course the focus has drifted over time but that's the point: The CRM market has evolved, and the job of an analyst is to make sense of the evolution. Oracle OpenWorld 2018 held in San Francisco this week is a laboratory for the margin.

When we write the history of the IT era, the big factor that has played an important but not well recognized role will be hardware -- specifically, the Oracle Exadata appliance that puts databases into memory. All of the cloud software starting with the autonomous database on view this week at OpenWorld would be vastly different if the database was still running primarily on disk drives.

For the last 20 years, CRM has occupied a preeminent niche in enterprise software. It has been the hip, up-and-coming solution in the front office, brimming with innovation and new approaches to some difficult problems. CRM applied basic database technology to a business' chaotic collection of customer data, streamlining business practices and boosting productivity in sales and service.

Think about planning for a natural disaster emergency that might affect your home. You'd likely store some water, flashlights, food, blankets and other essentials. The key element of your planning would be proactivity. You'd do all of the work before an emergency occurred, not during the actual crisis. If your supplies were used up after the emergency passed, then you quickly would restock.

As of this writing, I haven't been prebriefed on what Oracle will be announcing at OpenWorld regarding CRM -- or as it refers to it, "CX" -- so this is a good time to express my own opinions. Oracle's direction in the last few years increasingly has been toward cloud computing and the autonomous database, and each has several flavors or divisions. The company has three levels of cloud.

As markets mature, they trend toward oligopoly or even outright monopoly. There isn't much difference, because an oligopoly has several members instead of just one. Examples include electric power generation, an oligopoly made up of vertically integrated monopolies in most areas, and the airline industry -- an oligopoly made up of many airlines that may have monopolies in regional hubs.

People at Oracle must sometimes feel like they're living in Mark Twain's reality. After hearing that his obituary had been published in the New York Journal, Twain published a quip for the ages when he wrote, "The reports of my death are greatly exaggerated." So too with Oracle. Ever since its earnings miss for its first fiscal quarter, a chorus of financial analysts have predicted doom.

Independent software vendors, along with Internet of Things and cloud vendors, are involved in a market transformation that is making them look more alike. The similarities are evident in the way they approach software security initiatives, according to a report from Synopsys. Synopsys has released its ninth annual Building Security in Maturity Model, or BSIMM9.

Salesforce has been very good at skating to where the puck will be, to paraphrase the great Wayne Gretzky. As a result, the company has a long line of firsts, beginning with its initial disruption and continuing through its early adoption of social media and analytics. So it's no surprise that it is pursuing some very different issues now than it did almost 20 years ago -- or even five.

I watched last week's Senate Judiciary Committee hearings, and I was struck by the fact that they seemed to be more about the Democrats fighting with Republicans to see which party could corrupt the Supreme Court more effectively than they were about senators doing their jobs. What bothers me most about that is if you corrupt the highest court in the land you effectively destroy the country.

As if e-commerce companies didn't have enough problems with transacting securely and defending against things like fraud, another avalanche of security problems -- like cryptojacking, the act of illegally mining cryptocurrency on your end servers -- has begun. We've also seen a rise in digital credit card skimming attacks against popular e-commerce software such as Magento.

I have never been a big fan of the term "360-degree view of the customer," mostly because you never can have a complete view of your customers. It's simply impossible. Things happen that you don't capture in the data, as CRM guru Paul Greenberg has pointed out. They get divorced, their dog dies, they get a really nice birthday gift. Those things can affect customers' buying behavior.

OK, this is looking somewhat predictable. Oracle reported $9.20 billion in Q1 revenue, or $0.03 per share, against consensus estimates in the $9.24 to $9.29 range. In other words, it missed its number. How concerning is this? Excuse me while I yawn. It's important all right, but no reason to get crazy. Still, some representatives of the widows and orphans who own the stock went into a tizzy.

Internet marketing has become so popular that e-commerce retail sales in the United States are on pace to double between 2009 and 2018. The transaction value of e-commerce service industry contracts reached $600 billion in 2016. Despite the rush to digital commerce, the rules for business transactions are still the same, whether they are concluded on paper or electronically.

Dreamforce continues to bear down on the world like a hurricane slowly approaching from across the ocean -- in a good way, if that makes any sense. Salesforce has pumped new products into the market that will serve as the focus of at least part of the discussion. The company recently introduced improvements or whole new products for the SMB market, philanthropy and financial services.

Since the industrial revolution, technology has changed society continually. Largely due to innovations in semiconductor electronics, software and computer technology, the pace of technological development has continued to accelerate over the past 50 years. Personal computers now fit into your pocket. You have access to people and information all over the world through the Internet.

Linux and the open source business model are far different today than many of the early developers might have hoped. Neither can claim a rags-to-riches story. Rather, their growth cycles have been a series of hit-or-miss milestones. The Linux desktop has yet to find a home on the majority of consumer and enterprise computers. However, Linux-powered technology has long ruled the Internet.

The EU has been stretching its wings. In the shadow of Brexit, it apparently has decided it has the real enemy of the people in its sights: social media companies and Google. France is even more aggressive, suggesting that the EU's "right to be forgotten" law should apply worldwide. Given that it actually does fall within the legitimate purview of government, it is hard not to agree.