... includes all of the major AI methods for (a) representing knowledge about a task or a problem area, and (b) reasoning about a problem.
Last year, we identified blockchain, cloud, open-source, artificial intelligence, and knowledge graphs as the five key technological drivers for the 2020s. Although we did not anticipate the kind of year that 2020 would turn out to be, it looks like our predictions may not have been entirely off track. Let's pick up from where we left off, retracing developments in key technologies for the 2020s: Artificial intelligence and knowledge graphs, plus an honorable mention to COVID-19-related technological developments. This TechRepublic Premium ebook compiles the latest on cancelled conferences, cybersecurity attacks, remote work tips, and the impact this pandemic is having on the tech industry. In our opener for the 2020s, we laid the groundwork to evaluate the array of technologies under the umbrella term "artificial intelligence."
This observation--that to understand Proust's text requires knowledge of various kinds--is not a new one. We came across it before, in the context of the Cyc project. Remember that Cyc was supposed to be given knowledge corresponding to the whole of consensus reality, and the Cyc hypothesis was that this would yield human-level general intelligence. Researchers in knowledge-based AI would be keen for me to point out to you that, decades ago, they anticipated exactly this issue. But it is not obvious that just continuing to refine deep learning techniques will address this problem.
Interpol has warned of a new investment scam targeting users of mobile dating apps. As COVID-19 continues to severely restrict our daily lives and in many places, makes social interaction and meeting new people in person impossible, dating apps have experienced a surge in users. As the only possible method of anything akin to dating at the current time, scam artists have decided to capitalize on this trend in order to push an investment-based scam that deprives victims of their cash. According to Arkose Labs research, four million online dating fraud & abuse-related attacks were recorded in 2020, with many taking place through fake account registrations. On Tuesday, the International Criminal Police Organization (Interpol) said the agency had issued a "purple notice" -- the provision of data on criminal groups' methods, objects, devices, and concealment methods -- to 194 member countries.
Python programming is one of the most popular languages currently in use. It is a simple object-oriented language that is easy to learn and understand for beginners and skilled developers and is used across different areas from data science to cybersecurity. This blog will focus on Python for information security professionals and explain why it's essential for their career growth. In contrast to other languages, Python is a simple and understandable language. Python has simple syntax, and new developers or those joining the cybersecurity sector can quickly pick it up.
We recently heard from a number of C and C experts talk about its merits with data science. Cristiano L. Fontana of OpenSource.com talked about some of these benefits in a recent article. "While languages like Python and R are increasingly popular for data science, C and C can be a strong choice for efficient and effective data science. It is the language I use the most for number crunching, mostly because of its performance. I find it rather tedious to use, as it needs a lot of boilerplate code, but it is well supported in various environments. The C99 standard is a recent revision that adds some nifty features and is well supported by compilers."
Fox News Flash top headlines are here. Check out what's clicking on Foxnews.com. Dating is about to get political again. After briefly disabling the feature, Bumble is reportedly allowing users to once again filter matches based on their political stance. This option was temporarily disabled following the riot at the U.S. Capitol "to prevent misuse," Bumble previously said.
If you're listening to music right now, chances are you didn't choose what to put on--you outsourced it to an algorithm. Such is the popularity of recommendation systems that we've come to rely on them to serve us what we want without us even having to ask, with music streaming services such as Spotify, Pandora, and Deezer all using personalized systems to suggest playlists or tracks tailored to the user. This story originally appeared on WIRED UK. Generally, these systems are very good. The problem, for some, is that they're perhaps really too good.
Users of Microsoft's voice-enabled services such as Cortana will now be able to decide whether or not the audio recordings of their interactions can be used by the company to improve its speech recognition algorithms. By default, customers' voice clips will not be contributed for review, said Microsoft in a new blog post; instead, users will be required to actively opt in to allow the company to store and access their audio recordings. Customers who have chosen to remain opted out will still be able to use all of Microsoft's voice-enabled products and services, confirmed the company. Their audio recordings won't be stored, but Microsoft will still have access to some information associated with voice activity, such as the transcriptions automatically generated during user interactions with speech recognition AI. If and once they have opted in, however, users' voice data might be listened to by Microsoft employees and contractors as part of a process to refine the AI systems used to power speech recognition technology.
As politicians play whack-a-mole with COVID-19 infection rates and try to balance the economic damage caused by lockdowns, stay-at-home orders have also impacted those out there in the dating scene. No longer able to meet up for a drink, a coffee, or now even a walk in the park, organizing an encounter with anyone other than your household or support bubble is banned and can result in a fine in the United Kingdom -- and this includes both dates and overnight stays. Therefore, the only feasible option available is online connections, by way of social networks or dating apps. Dating is hard enough at the best of times but sexual desire doesn't disappear just because you are cooped up at home. Realizing this, a number of healthcare organizations worldwide have urged us not to contribute to the spread of COVID-19 by meeting up with others for discreet sex outside of our social bubbles, bringing new meaning to the phrase, "You are your safest sex partner."
It is been so long since Harvard Business Review declared data science to be the sexiest job in 2012. Unfortunately, if we look back at how data scientist role is performing in the technology sector, it is more like the profession is slowly dying. Experts too think that the world is overrating data science professions throwing data at off-the-shelf algorithms. If we consider the'best jobs' ranking from 2017 to 2019, we see the data scientist role being dramatically losing its place. Data science played similar to'business analyst' position in the 2010s.