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Synthetic Data
If you’re constantly improving, engaging with your target audience, and boosting your brand’s look and expectations, you’re on the right track. However, this is only the start of getting your business to truly stand out. To do that, you'll need something more. You'll need to use synthetic data.
#Syntheticdata is redefining the business world. Using synthesized data makes it significantly easier to understand your client base, gather necessary intel, produce solid AI programs, and deliver a fantastic repertoire to consumers. It’s also relatively easy to set up and use.
The significant advantage of this is that the original text is already digitally known, which means that the AI’s output can be compared to what was computed originally. Thus, a closed-loop system can improve the ability of the AI to recognise handwriting while never needing to see real-world examples of handwriting.
There are several examples, creating a climate model using current data that doesn’t support the current consensus can be altered so that it does, and a climate AI learning from this model would be fed potentially false information.
Another example of manipulated models could be the creation of simulated social media data with large amounts of political biases and stereotypes that don’t conform to real-world data.
Training an AI to learn from this would result in an AI that can only see the world through the eyes of the manipulated model, and this could be dangerous if deployed in a real-world scenario such as account monitoring, flagging, and automated bans.
Simply generating data from nothing is not going to be representative of the real world and will therefore result in an algorithm that most likely can’t function when it encounters real data.
The solution is to collect a subset of data, analyze and identify trends and ranges in it, and then use this data to generate a large pool of random data that very likely reBy VARINDIA | 30 views
Cyber Espionage
#Cybersecurity has been a major concern. Cyber espionage is now becoming more sophisticated and widespread both on the international and domestic stages. #Hackers, especially those backed by the Chinese government, are making all efforts to breach top global telecom firms.
Hello and welcome to VARINDIA news hour
Cyber espionage is a form of #cyberattack that steals sensitive data or intellectual property to gain an advantage over a competitive company or government entity. The cyber-espionage campaign lasts at least two years. The campaign’s success shows how dangerous software faults can be, even years after they’ve been identified and made public.
As per US Cyber Advisory, there is a very large size of espionage attack by the Chinese government-backed hackers who have broken into a number of major telecom businesses throughout the world by exploiting known software flaws in routers and other popular networking gear.
The Chinese hackers allegedly exploited networking devices from key vendors such as Cisco, Citrix, Zyxel, QNAP, DrayTek, MikroTik, D-Link, and Netgear in the recently disclosed cyber assault.
The US officials said that the hackers utilised the stolen devices to acquire full access to the network traffic of several private companies and government agencies once they had a foothold within their targets. However, the advisory did not list the identities of persons who were impacted by the campaign, nor did it describe the campaign’s impact. But the US authorities did point out the specific networking devices, such as routers and switches, that Chinese hackers are suspected of routinely targeting, exploiting severe and well-known flaws that basically gave the attackers free reign over their targets.
All of the flaws were in public knowledge, including a five-year-old severe hole in Netgear routers that let attackers circumvent authentication checks and execute any code they want, giving them complete coBy VARINDIA | 43 views
India's video market is set to grow at 9.5% CAGR in the next five years
India’s TV channel business, which stands at $5 billion in 2021, is poised to $18 bn in revenue opportunity in the next 5 years. According to Media Partners Asia, the size of India’s total video market currently stands at $11.6 billion. Growth in future subscription revenues however will come largely from online video. As the market expands, we will continue to see more consolidation, particularly in the traditional television sector, but at the same time entry of new foreign players will continue to expand the video pie and the share of online video. India’s TV channel business which stands at $5 billion in 2021 is poised to grow at 11% CAGR over the next five years to $8.5 billion. "However, it is important to know that this has largely been fuelled by advertising, the subscription growth in the industry is under huge pressure for broadcasters and also for operators because many have been shackled by regulations. And hopefully these will be eased in the coming months, allowing broadcasters to invest more in quality content for TV screens.
Secondly, India’s online video ad revenue market will surpass the $1 billion mark this year. "Over the last 24 months, besides YouTube, Facebook, and the large direct to consumer brands, we have seen new categories of AVOD players expanding the market. Short video platforms are a hit in rural India and serve as an important conduit for advertisers to reach audiences in these markets. Similarly, telcos are now slowly looking to monetize their reach. So as these players across various buckets of AVOD services build scale, the market for online video advertising will continue to expand and grow at 16.5% CAGR or about 2.5x GDP growth over next five years. On the SVOD side, subsidised telco bundles as well as growing investments in local original content have opened up the subscription market opportunity. "By 2026, India will have more than 200 million direct SVOD subscriptions or let’ say 1 in every 4 broadbanBy VARINDIA | 30 views
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Saiyami Kher on Ghoomer | Exclusive Interview | Crictracker
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The talented and gorgeous Saiyami Kher, who is making waves with her latest film Ghoomer. Plays the role of Anina Dixit, a cricketer who loses her right hand in an accident and makes a comeback as a one-handed bowler. The film, directed by R Balki and co-starring Abhishek Bachchan, has received rave reviews from critics and audiences alike.
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Don't miss this candid and fun conversation with Saiyami Kher, who is not only a brilliant actor but also a sports enthusiast. Watch the video till the end and don't forget to like, share and subscribe for more such videos.
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Saiyami Kher on Ghoomer | Exclusive Interview | CrictrackerBy CricTracker | 975 views