The rate of companies implementing AI is continuing to skyrocket. Don’t fall victim to wasted time and a blown budget.
By Don Roedner – In the blink of an eye, AI has gone from novelty to urgency.
Tech leaders are telling companies they need to adopt AI now or be left behind. And a recent Gartner survey shows just that: AI adoption has skyrocketed over the last four years, with a 270 percent increase in the percentage of enterprises implementing AI during that period.
However, the same survey shows that 63 percent of organizations still haven’t implemented AI or machine learning (ML) in some form.
Why are there so many organizations falling behind the curve?
We meet with companies every week that are in some stage of their first ML project. And sadly, most of the conversations go more or less the same way. The project is strategic and highly visible within the organization. The internal proof of concept went off without a hitch. Now, the team is focused on getting the model’s level of confidence to a point where it can be put into production.
It’s at this point – the transition from proof of concept to production software development – that the project typically runs into big trouble. When we first meet with data science teams, their budget is often dwindling, their delivery deadline is imminent, and their model is still underperforming.
Sound familiar? The guidelines below might help your organization get its AI model to production on time without blowing your budget. more>
Posted in Business, Economy, Education, How to, Product, Science, Technology
Tagged AI, Artificial intelligence, Business improvement, Internet, Productivity, Skills, Technology
Being Numerous: Essays on Non-Fascist Life, Author: Natasha Lennard.
By Bradley Babendir – This idea runs through Being Numerous, a collection of essays that seek to demonstrate and enact a means of non-fascist thinking. Lennard approaches a range of subjects as part of this project, from the controversy over someone punching Richard Spencer, to representations of dead bodies in media, to suicide. Each essay is rooted in Lennard’s foundational argument that “liberal, capitalist ideology … fails to address its own potential accidents and limitations.”
The first essay, “We, Anti-Fascists,” is a forceful piece in favor of anti-fascist organizing and thinking. Lennard opens the essay with an endorsement of the on-the-ground counter-violence of Antifa, and makes a convincing case for the necessity of such violence when traditional institutions cannot be trusted to protect counter-protesters. She also argues against the overreaction to Antifa by mainstream American media after the Unite the Right rally in Charlottesville, Virginia, in 2017, after which, Lennard says, newspapers spent more page-space condemning anti-fascists than they did the white nationalists who had murdered the civil-rights activist Heather Heyer.
This defense of Antifa is perhaps the part of the essay that will grab most readers’ attention, but Lennard’s subsequent exploration of what she calls “fascistic habit” is its liveliest and most engaging section. more>
Posted in Book review, Business, Economic development, Economy, Education, History, How to, Leadership, Media, Net, Technology
Tagged Business improvement, Capital, fascism, Future, Industrial economy, Internet, Rights
The Next Wave Of Digital Growth in India
By Gautam Billa – Demand for wireless mobile broadband in India has been one of the most prevalent technology trends in recent years, putting more pressure on operators to prepare their networks for digital growth in India. Fueled by a considerable drop in smartphone prices and broadband tariffs, the consumption of mobile data dramatically escalated last year.
In fact, wireless broadband subscribers more than doubled in two years, from 200 million in 2016 to 493 million in 2018, according to data released by the Telecom Regulatory Authority of India (TRAI).
The expansion of 4G networks beyond major cities and into rural areas in India has led to better coverage and quality of services, resulting in more subscribers and data consumption. Content in local languages has greatly improved, further contributing to the rising demand for data services across India.
The growth is happening at a tremendous rate and isn’t showing any signs of stopping. According to the Ericsson Mobility Report, the monthly data consumption per smartphone in India will reach 15GB by 2024, growing at a CAGR of 14 percent from 6.8GB in 2018. India will have more than one billion smartphones by 2024 and 80 percent of the users will have 4G LTE connections, according to the report.
Video, Internet of Things (IoT), and cloud-based services will further drive demand for broadband in both consumer and business segments. Low-latency gaming, applications, and business services are also increasing in popularity. more>
Posted in Broadband, Business, Communication industry, Economic development, Economy, Education, How to, Net, Science, Technology, Telecom industry
Tagged Broadband, Business improvement, Ciena, Fiber optics, Internet, Skills
By Stuart Carlaw – When looking at optimizing the digital transformation process in industrial and manufacturing verticals, the task is complex, fraught with risk and subject to increasing pressures in abundance. ABI Research has outlined a number of best practices that fall within a two-step process that will help in “de-risking” the transformation process.
Probably the most profound challenges for anyone looking to implement a technology-driven transformation process is clearly understanding where you are currently in terms of solution maturity and what the end vision should be. Once you know where you are, then you can realistically look to where to target for advancement.
The Industry 4.0 Maturity Model by ABI Research has been designed to provide companies with a quick snapshot of their maturity level and should be viewed as a tool to help align corporations objectively about not only where they stand in the spectrum of industrial development but also where their vision should be aligned regarding future projects.
Once an organization has a good perspective of where it sits on the maturity scale, the job of avoiding common mistakes becomes a far easier prospect. The chances of chasing unrealistic technology goals and making poor decisions based on stock price rather than operational viability become far less when leadership is honest and aligned around a clear understanding of state zero represented in today’s modus operandi.
However, any company is not out of the woods until it galvanizes around a few golden rules when it pivots towards making meaningful changes to your future fortunes. >more>
Posted in Business, Economy, Education, How to, Net, Science, Technology
Tagged Broadband, Business improvement, Digital transformation, Internet, Manufacturing, Productivity, Technology