77% Indian startups investing in AI, advanced technology: SAP report

77% Indian startups investing in AI, advanced technology: SAP report



Over 77 per cent of Indian startups are investing in Artificial Intelligence (AI), machine learning (ML), internet of things (IoT), and blockchain, according to a report by SAP India, in collaboration with Dun & Bradstreet.

 


“As companies shift their focus from Gross Merchandise Value (GMV) to Gross Margin (GM) and seek to forge more sustainable business models with the help of transparent, trusted financial data, technology remains a cornerstone and a key differentiator for startups to achieve these business goals, regardless of their growth stage or industry,” said Sanket Deodhar, Vice-President and Head of Digital Natives, SAP Indian Subcontinent.


BANKING ON TECH


 


·        India holds 3rd position in the global start-up ecosystem, followed by the United States and China, with 300,000 start-ups, including 113 unicorns.


 


·        85% of start-ups believe unit economics is a clear path to profitability and enhancing valuation.


 


·        79% of start-ups say adopting enterprise applications integrated with new-age technologies such as AI is essential for scaling and improving unit economics.


 


·        72% start-ups already have or are looking to invest in new-age technologies.


 


·        In 2023, Tier II and Tier Ill cities emerged as innovation hubs and 40% of total tech start-ups originated from these.


 


·        Cities like Chandigarh, Jaipur, Madurai, Indore, Kochi, Warangal, Hubli, Raipur, Vishakhapatnam, and Guwahati, among others, host 15% of India’s tech skill pool.


 


·        In 2023, 25% of the newly founded tech start-ups were using DeepTech.

First Published: Jul 19 2024 | 11:57 PM IST



Source link

Data that powers artificial intelligence is disappearing a rapid pace

Data that powers artificial intelligence is disappearing a rapid pace


AI, Artificial intelligence(Photo: Reuetrs)

By Kevin Roose

For years, the people building powerful artificial intelligence systems have used enormous troves of text, images and videos pulled from the internet to train their models.




Now, that data is drying up.


Over the past year, many of the most important web sources used for training AI models have restricted the use of their data, according to a study published this week by the Data Provenance Initiative, an MIT-led research group.


The study, which looked at 14,000 web domains that are included in three commonly used AI training data sets, discovered an “emerging crisis in consent,” as publishers and online platforms have taken steps to prevent their data from being harvested.


The researchers estimate that in the three data sets — called C4, RefinedWeb and Dolma — 5 per cent of all data, and 25 per cent of data from the highest-quality sources, has been restricted. Those restrictions are set up through the Robots Exclusion Protocol, a decades-old method for website owners to prevent automated bots from crawling their pages using a file called robots.txt.


The study also found that as much as 45 per cent of the data in one set, C4, had been restricted by websites’ terms of service. “We’re seeing a rapid decline in consent to use data across the web that will have ramifications not just for AI companies, but for researchers, academics and noncommercial entities,” said Shayne Longpre, the study’s lead author, in an interview.


Data is the main ingredient in today’s generative AI systems, which are fed billions of examples of text, images and videos. Much of that data is scraped from public websites by researchers and compiled in large data sets, which can be downloaded and freely used, or supplemented with data from other sources. Learning from that data is what allows generative AI tools like OpenAI’s ChatGPT, Google’s Gemini and Anthropic’s Claude to write, code and generate images and videos. The more high-quality data is fed into these models, the better their outputs generally are.


For years, AI developers were able to gather data fairly easily. But the generative AI boom of the past few years has led to tensions with the owners of that data — many of whom have misgivings about being used as AI training fodder, or at least want to be paid for it. As the backlash has grown, some publishers have set up paywalls or changed their terms of service to limit the use of their data for AI training. Others have blocked the automated web crawlers used by companies like OpenAI, Anthropic and Google.


Sites like Reddit and StackOverflow have begun charging A.I. companies for access to data, and a few publishers have taken legal action — including The New York Times, which sued OpenAI and Microsoft for copyright infringement last year, alleging that the companies used news articles to train their models without permission.


Companies like OpenAI, Google, and Meta have gone to extreme lengths in recent years to gather more data to improve their systems.More recently, some AI companies have struck deals with publishers including The Associated Press and News Corp, the owner of The Wall Street Journal, giving them ongoing access to their content.


DATA CRISIS

 


– Decline in consent to use data to have ramifications for researchers, academics and noncommercial entities


– 5% of all data, 25% of data from highest-quality sources restricted in data sets used to train AI


– Generative AI boom has led to tensions with the owners of data


– Publishers have set up paywalls, changed terms of service to limit the use of their data


– Web crawlers used by companies like OpenAI, Anthropic, and Google blocked by some companies


– Smaller AI outfits and academic researchers who rely on public data sets in trouble


©2024 The New York Times News Service

First Published: Jul 19 2024 | 11:18 PM IST



Source link

Banking to healthcare operations: What caused the global cyber outage?

Banking to healthcare operations: What caused the global cyber outage?


Ciaran Martin, former head of the National Cyber Security Centre (NCSC), part of Britain’s GCHQ intelligence agency, said the scale of the problem was huge. (Photo: Reuters)


American cybersecurity firmCrowdStrike in an alert sentto its clients informed that its ‘Falcon Sensor’ softwarewas causing Microsoft Windows to crash anddisplay a blue screen,known informally as the‘blue screen of death’. With a market value of $83 billionand over 20,000 globalsubscribers, CrowdStrikequickly deployed a fix. CEOGeorge Kurtz assured thatthis was not a securityincident or “cyberattack”.


WHAT HAPPENED?

 


CrowdStrike, a U.S. cybersecurity company with a market value of about $83 billion, is among the most popular in the world, counting more than 20,000 subscribers around the world, the company’s website shows.

 


According to an alert sent by CrowdStrike to its clients at 0530 GMT on Friday and reviewed by Reuters, its widely used “Falcon Sensor” software is causing Microsoft Windows to crash and display a blue screen, known informally as the “Blue Screen of Death.

 


George Kurtz, CrowdStrike’s CEO, said in a post on X that CrowdStrike had deployed a fix for the issue. “This is not a security incident or cyberattack,” he wrote.

 


However, it is not clear how easily the affected systems can be fixed remotely, as the “Blue Screen of Death” is causing computers to crash on reboot before they can be updated.

 


“This means in this state, devices can’t be updated automatically, meaning manual intervention is required,” said Daniel Card, of UK-based cybersecurity consultancy PwnDefend.

 


Ciaran Martin, former head of the National Cyber Security Centre (NCSC), part of Britain’s GCHQ intelligence agency, said the scale of the problem was huge.

 


“This is not unprecedented, but I’m struggling to think of an outage at quite this scale. It has happened over the years, but this is one of the biggest. I think it’ll likely be short-lived because, the nature of the problem is actually quite simple”.


“But it’s very, very, very, very, big” he added.

 


WHY DID IT HAPPEN?

 


Accelerated by the COVID-19 pandemic, governments and businesses alike have become increasingly dependent on a handful of interconnected technology companies over the past two decades.

 


Experts say the cyber outage revealed the risks of an increasingly online world.

 


To protect their computer networks from being breached by hackers, many businesses use a cybersecurity product known as Endpoint Detection and Response, or EDR, which runs in the background of corporate machines, or “endpoints”.

 


Firms like CrowdStrike are able to use their EDR products as early warning systems for potential digital attacks, scan for viruses, and prevent hackers from gaining unauthorised access to corporate networks.

 


But, in this case, something in CrowdStrike’s code is conflicting with something in the code that makes Windows work, and causing those systems to crash, even after rebooting.

 


“With the move to the cloud and with companies like CrowdStrike owning huge market shares, their software is running on millions of computers around the world,” said Card.

 


WHO HAS BEEN IMPACTED?

 


The global tech outage has affected operations in different sectors internationally including at Spanish airports, U.S.


airlines and Australian media and banks.

 


The governments of Australia, New Zealand, and a number of U.S. states are facing issues, while American Airlines, Delta Airlines, United Airlines (UAL.O), and Allegiant Air (ALGT.O grounded flights citing communication problems.

 


In Britain, Sky News, one of the country’s major television news channels, was off air for hours on Friday before service was restored.

First Published: Jul 19 2024 | 11:08 PM IST



Source link

'Blue screen of death': Underlying cause of outage fixed, says Microsoft

'Blue screen of death': Underlying cause of outage fixed, says Microsoft



A worldwide tech outage crippled industries from travel to finance on Friday before services started coming back online after hours of disruption, highlighting the risks of a global shift towards digital, interconnected technologies.


A software update by global cybersecurity firm CrowdStrike appeared to have triggered systems problems that grounded flights, forced some broadcasters off air and left customers without access to services such as healthcare or banking.

 


U.S. President Joe Biden had been briefed on the outage, a White House official said.

 


CrowdStrike CEO George Kurtz said on social media platform X that a defect was found “in a single content update for Windows hosts” that affected Microsoft’s customers and that a fix was being deployed.

 


Microsoft said later on Friday that the issue had been fixed.

 


“We’re deeply sorry for the impact that we’ve caused to customers, to travellers, to anyone affected by this, including our company,” Kurtz told NBC News’ “Today” programme.

 


“Many of the customers are rebooting the system and it’s coming up and it’ll be operational,” Kurtz said. “It could be some time for some systems that won’t automatically recover.” CrowdStrike shares plunged as much as 14.5% shortly after the Wall Street open before paring losses to trade down 8.5%.

 


Its cyber rivals were up, with SentinelOne 3.6% higher and Palo Alto Networks up 1.7%.

 


Microsoft was down 0.2%.

 


“Earlier today, a Crowdstrike update was responsible for bringing down a number of Windows systems globally. We are actively supporting customers to assist in their recovery,” Microsoft chief communications officer Frank Shaw said in a post on X.


But even as companies and institutions began restoring regular services, experts said the cyber outage revealed the risks of an increasingly online world.

 

“This is a very, very uncomfortable illustration of the fragility of the world’s core Internet infrastructure,” said Ciaran Martin, professor at Oxford University’s Blavatnik School of Government and former head of the UK National Cyber Security Centre.

While the core problem appeared simple, which should make it short-lived, its immediate impact was remarkable, Martin said.

 

“I’m struggling to think of an outage at quite this scale.” Accelerated by the COVID-19 pandemic, governments and businesses alike have become increasingly dependent on a handful of interconnected technology companies over the past two decades, which explains why one software issue rippled far and wide.

 


Disruption

 


Early on Friday, major U.S. airlines – American Airlines , Delta Air Lines and United Airlines – grounded flights, while other carriers and airports around the world reported delays and disruptions.


Banks and financial services companies from Australia to India and Germany warned customers of disruptions and traders across markets spoke of problems executing transactions.

 


“We are having the mother of all global market outages,” one trader said.

 


In Britain, booking systems used by doctors were offline, multiple reports posted on X by medical officials said, while Sky News, one of the country’s major news broadcasters, was taken off air and apologised for being unable to transmit live.

 


Soccer club Manchester United said on X that it had to postpone a scheduled release of tickets.

 


Airports from Los Angeles to Singapore, Hong Kong, Amsterdam and Berlin said some airlines were having to check in passengers manually, causing delays.

 


Government agencies were also affected with the Dutch and United Arab Emirates’ foreign ministries reporting some disruptions.

 


As the day progressed, more and more companies reported a return to normal service, including Spanish airport operator Aena, U.S. carriers American Airlines, Frontier and Spirit, Dubai International Airport operator and Australia’s Commonwealth Bank.

 


U.S. Transportation Secretary Pete Buttigieg said transportation system issues appeared to be resolving and would hopefully be back to normal by Saturday, adding that the Federal Aviation Administration did not appear impacted.

 


LSEG Group also said its data and services were back up and running after an outage that caused some disruption across financial markets.

 


Still, industry experts weighed the potential impact for the sector of what one called the biggest ever IT outage.

 


“IT security tools are all designed to ensure that companies can continue to operate in the worst-case scenario of a data breach, so to be the root cause of a global IT outage is an unmitigated disaster,” said Ajay Unni, CEO of StickmanCyber, one of Australia’s largest cybersecurity services companies.

 

U.S.-based CrowdStrike, with a market value of about $83 billion, is among leading cybersecurity companies, counting more than 20,000 subscribers around the world, its website showed.


Everything, everywhere   

 


Airlines around the globe warned of delays and cancellations or switched to manual check-in, with some halting flights

 


Britain’s Sky News resumed broadcasting after an hours-long outage, but operating at minimal capacity and without many of its usual services

 


FedEx said it faced substantial disruptions throughout its networks due to outage experienced by a third party software vendor

 


England’s National Health Service (NHS) said bookings of doctors’ appointments and patient records were disrupted, but emergency services had not been affected

 


The Paris Olympics organising committee said the cyber outage was slowing its operations

What is crowdStrike 


CrowdStrike offers cloud-based security solutions to businesses. Its Falcon tool identifies unusual behaviour and vulnerabilities to protect computer systems from threats such as malware.

 


Founded in 2011 and based in Austin, Texas, CrowdStrike operates in more than 170 countries.The US accounted for nearly 70 per cent of the more than $900 million in revenue it reported for the quarter ended April.

 


 Some of the world’s biggest tech companies including Alphabet’s Google, Amazon and Intel are its customers. It has about 29,000 customers across the globe.

 


Its presence spans several sectors with clients including retail giant Target, Formula One and the US government.

Shares of CrowdStrike tumbled nearly 12 per cent in premarket trading on Friday.


What caused the cyber meltdown?

 

What happened?

According to an alert sent by CrowdStrike to its clients on Friday, its widely used “Falcon Sensor” software caused Microsoft Windows to crash and display a blue screen



What did it happen?

To protect the computer networks from being breached by hackers, businesses use a cybersecurity product known as Endpoint Detection and Response, or EDR, which runs in the background of corporate machines. Firms like CrowdStrike are able to use their EDR products as early warning systems for potential digital attacks, scan for viruses, and prevent hackers from gaining unauthorised access to corporate networks. But, in this case, something in CrowdStrike’s code is conflicting with something in the code that makes Windows work, and causing those systems to crash, even after rebooting

Who has been impacted?

The global tech outage has affected operations in different sectors internationally including at Spanish airports, US airlines, Indian airlines, Australian media and banks. In Britain, Sky News, one of the country’s major television news channels, was off air for hours on Friday before service was restored.

Microsoft

Completed our mitigation actions and our telemetry indicates all previously impacted Microsoft 365 apps and services have recovered, Microsoft said.  On Azure Cloud it added, “ Received reports of successful recovery from some customers attempting virtual machine restart operations”.


CrowdStrike

 


“We’re deeply sorry for the impact that we’ve caused to customers, to travellers, to anyone affected by this, including our company,” CrowdStrike CEO George Kurtz told NBC News. “Many of the customers are rebooting the system and it’s coming up and it’ll be operational,” he added.



Source link

Tech wrap Jul 19: Google Pixel 9 series, GPT-4o mini, WhatsApp update, more

Tech wrap Jul 19: Google Pixel 9 series, GPT-4o mini, WhatsApp update, more



Google has officially released the first look of two of its upcoming smartphones from the Pixel 9 series- Pixel 9 Pro and Pixel 9 Pro Fold. Both smartphones feature a new flat frame design and a floating island-style camera module, which is disconnected from the frame, unlike the camera visor design on the Pixel 8 series. Google has also confirmed that the Pixel 9 Pro Fold smartphone will be available in India, unlike Google’s first generation Pixel Fold that skipped the launch in the region. 


OpenAI, on July 18, launched its new small GPT-4o mini AI model, branding it as their most cost-efficient offering. Targeting app developers with its new model, OpenAI in its press note stated that it expects that the GPT-4o mini will expand the range of applications built with AI, as the new model makes AI capabilities more affordable. GPT-4o mini is now also available for consumers on the company’s ChatGPT AI chatbot.


WhatsApp is reportedly working on a new feature that will automatically translate messages in chats. According to a report by WABetaInfo, Meta’s instant messaging platform is testing a new feature that will allow users to decide whether the app should automate the translation for all new messages to a preferred language. The feature is reportedly available for testing to select WhatsApp for Android users in the latest beta version. 


Google has released the fourth beta of the new Android 14 operating system for smartphones. In an update to the Android Developers Blog, Google said that the new beta version is the last scheduled update in Android 15 beta program, before the company starts rolling-out the new OS to general users. 


Apple has revamped the Apple Store app to introduce a more personalised experience. With a new “For You” tab, users are suggested more relevant products, services and information. The update includes a refreshed navigation bar and replacement of “Shop” with “Products” and “Sessions” with “Go Further”. 


Electronic Arts, the American video game developer, has announced the launch of the EA FC 25 football game. The next iteration in the football video game series, which was previously called FIFA, will be released globally on September 27 on PC as well as gaming consoles including PlayStation and Xbox platforms.


Google is coming up with an AI feature called Ask Photos in the Google Photos app, as was announced at Google I/O 2024. Ask Photos will be like an advanced version of an already existing search in Google Photos. This feature will use generative AI to change the way users interact with Google Photos. With the help of Gemini, Ask Photos is expected to gather information more quickly and make the process of identifying objects in photos and finding photos more seamless. 


Boult, the Indian electronics company, has collaborated with Ford motors to bring its new Boult Mustang Torq wireless earbuds, which has its design inspired by Ford’s iconic muscle car – the Mustang. With a unique design, a 13mm audio driver and environmental noise cancelling (ENC) technology for calling, the Mustang Torq promises to be among the top contenders in the budget wireless earbuds segment. 


Enrolment in online Artificial Intelligence (AI) and Machine Learning (ML) courses has surged by 50 per cent over the past 1 year, driven by the expanding application of AI technology in industries, said a research by hiring platform foundit.  The report also highlighted that freshers skilled in AI, ML, and cybersecurity currently bag the highest salaries in India.


Microsoft said early on Friday that its cloud services outage in the Central US region was resolved after it led to the grounding and cancellation of several flights.


The Indian Computer Emergency Response Team (CERT-In) on Friday issued an advisory to Indian users on the Microsoft Windows outage that affected services globally.

First Published: Jul 19 2024 | 8:03 PM IST



Source link

Microsoft glitch triggers chaos, internet turns it into comedy gold

Microsoft glitch triggers chaos, internet turns it into comedy gold



Microsoft had a tech hiccup on Friday, causing a big server outage that left users locked out of their favourite Microsoft 365 apps and services. The tech giant confirmed the glitch, stating they were “investigating an issue impacting users’ ability to access various Microsoft 365 apps and services,” as shared on their X (formerly Twitter) handle.

 


As the team scrambled to fix the issue, the internet did what it does best: it turned the chaos into comedy gold. Social media exploded with memes and funny posts, with users sharing their hilarious takes on the situation.

 


“Microsoft is in a holiday mood,” joked many on X, quipping that it now gave them a “solid reason to log out early.”

All around the globe, Microsoft Windows users are finding themselves face-to-face with the infamous ‘Blue Screen of Death’ (BSOD). As a result, the computers are suddenly shutting down or restarting out of the blue.
 


Soon after, social media went abuzz with pictures of screens frozen on the recovery page, accompanied by the message: “Your PC ran into a problem and needs to restart. We’re just collecting some error info, and then we’ll restart for you.”

 


While we’re at it, enjoy a few more hilarious memes on the ‘Blue Screen of Death’:

While some wished ‘Happy International Bluescreen Day’, others flaunted their ‘first hand-written boarding pass’ because of the Microsoft/ CrowdStrike outage. Social media users shared images of empty offices and shop floors with blue display screens on PCs.  


The cyber outage disrupted critical services worldwide, impacting countries such as India, Australia, Germany, the United States, the UK, and others.

 


In Australia, banks, telecoms, media outlets, and airlines were affected. In the United States, emergency 911 services were disrupted in many areas, and non-emergency call centres were also rendered inoperative.

First Published: Jul 19 2024 | 5:46 PM IST



Source link

YouTube
Instagram
WhatsApp