New Delhi: India entered amongst top six countries globally in 6G patent filing, said Chandra Sekhar Pemmasani, the Minister of State for Communications at the BHARAT 6G 2025 conference. The country has sanctioned over Rs 300 crore (USD 35.14 million) for over 111 research projects, marking a significant milestone in pursuing 6G technology. “6G will operate on TeraHertz frequency bands, enabling data rates up to one terabit per second, 100 times faster than 5G,” the minister added. According to a release by the India Brand Equity Foundation (IBEF), the adoption of 6G technology will “create entirely new industries and revolutionise existing ones” and is expected to contribute Rs 85,37,000 crore (USD 1 trillion) to India’s economy by 2035. The minister, during the conference, showed confidence in India’s vast talent pool and emphasised that “there is no reason the country should not lead in 6G.” “He also noted that indigenous 6G development will ensure secure communications, developed and managed within India, further strengthening the nation’s position in the global technology landscape.” Additionally, this year’s Convergence India & 10th Smart Cities India Expo features advancements in 5G & 6G, Artificial Intelligence (AI), Big Data, IoT, Cybersecurity, Augmented & Virtual Reality (AR/VR), Embedded Tech, Fintech, Urban Mobility, and Smart City Solutions. Meanwhile, during the Indian Mobile Congress (IMC) telecom industry leaders discussed India’s tremendous opportunity in advancing 6G technology at the 8th Edition of Indian Mobile Congress (IMC) 2024. And the event saw the inauguration of International 6G Symposium, launch of Telecom Smart Cities Index by OpenSignal and Workshop with Academicians of 5G Test Labs among other major activities.
Custom Fine-Tuning for Domain-Specific LLMs
Fine-tuning a large language model (LLM) is the process of taking a pre-trained model — usually a vast one like GPT or Llama models, with millions to billions of weights — and continuing to train it, exposing it to new data so that the model weights (or typically parts of them) get updated.
Apple Rolls Out New Accessibility Features For iPhones, iPads, Apple Watch, And Macs Ahead Of WWDC 2025 | Technology News
Apple New Features: Apple has unveiled a range of new accessibility features for individuals with disabilities as it celebrated 40 years of innovation in accessible technology. These features will be integrated across its entire product lineup, including the iPhone, iPad, Mac, Apple Watch, and Apple Vision Pro. The new accessibility tools will be part of the upcoming iOS 19 and macOS 16 updates, which are expected to be previewed during WWDC 2025. Notably, the developer conference is scheduled to take place from June 9 to June 13 at Apple Park in California. Apple New Features For Individuals With Disabilities Accessibility Nutrition Labels on the App Store A new section is coming to App Store listings that highlights an app’s accessibility features before download. These labels will help users determine if an app meets their specific accessibility needs. Features such as VoiceOver, Voice Control, Larger Text, Sufficient Contrast, Reduced Motion, captions, and more will be clearly indicated. Braille Experience Apple is introducing a built-in Braille app for iPhone, iPad, Mac, and Apple Vision Pro. This app allows users to take notes in braille, perform calculations using Nemeth Braille, access BRF (Braille Ready Format) files, and more—offering a complete standalone braille experience. Accessibility Reader Designed to support users with diverse reading needs, the new Accessibility Reader is a system-wide reading mode available on iPhone, iPad, Mac, and Apple Vision Pro. It allows users to customize font, color, and spacing, and includes Spoken Content for an enhanced reading experience. Personal Voice Feature Apple has upgraded its Personal Voice feature with advanced on-device AI and machine learning, allowing users to create a more natural and personalized voice in under a minute. Now, only 10 recorded phrases are required to complete the setup, making the process quicker and more accessible for users with speech impairments. Live Captions on Apple Watch: WatchOS 12 will likely include this new Apple Watch feature, empowering users with hearing impairments with Live Listen controls. This feature will directly use the iPhone’s microphone to play content on AirPods. Users can also view Live Captions on their iPhones, and the Apple Watch will act as a remote to manage Live Listen sessions. Vehicle Motion Cues Feature Apple is extending its Vehicle Motion Cues feature to Mac, aiming to reduce motion sickness during device use while in transit. Additionally, the animated onscreen dots—designed to help users maintain visual stability—are receiving new customization options across iPhone, iPad, and Mac, allowing for a more personalized and comfortable experience. Apple Sound Recognition Feature Apple is enhancing its existing Sound Recognition feature with a new Name Recognition capability, which alerts users when their name is called—providing greater support for those with hearing impairments. Adding further, the CarPlay is being updated to support larger text and Sound Recognition, making in-car accessibility more inclusive and friendly for the users.
Airtel Network Down? Users Report Internet, Call Drop Issues In Delhi, Tamil Nadu, And Other Regions – Netizens React | Technology News
Airtel Network Issue: Telecom giant Airtel faced widespread network disruptions on May 13, leaving thousands of customers in India without signal and internet connectivity. The telecom company confirmed that there were network issues, including dropped calls and internet outages, across Tamil Nadu and parts of Kerala due to a major outage in Airtel’s mobile network services. The most severely affected cities included Hyderabad, Bengaluru, Chennai, and Madurai — mainly in South India and some parts of Delhi reportedly. However, the issue has now been resolved in the region. According to Downdetector, a real-time outage tracker, the platform recorded more than 8,000 reports of the Airtel network being down. The outage began around 7:00 PM and lasted for a few hours, peaking at approximately 8:45 PM. The complaints were mainly related to mobile services, with 15 per cent reporting mobile internet issues and 20 per cent reporting no signal. During the outage, multiple Airtel users expressed their concerns and dissatisfaction with the service on social media platforms. Let’s take a quick look at how netizens reacted to the Airtel outage, sharing their frustration and concerns on X (formerly Twitter). Here’s How Netizens Reacted: Pathetic broadband support from @airtelindia as wifi service down almost 5 times in last one week. Not sure what kind of planned maintenance does for such long time and highlight is @Airtel_Presence their customer support doesn’t allow to register a complaint. @TRAI pic.twitter.com/XjSGnz1Zv5 — Ravikanth Narasimhan (@Ravikanth77) May 13, 2025 Hey @airtelindia are you kidding me from yesterday network issue on my wifi, extended the service till tonight #AirtelDown resolve the issue ASAP @Airtel_Presence pic.twitter.com/gLtYFbMUwn — username (@Madhubalan169) May 14, 2025 #Airtel @airtelindia @airtelnews @Airtel_Presence Mobile Network down Worst service in recent times. Alrdy disconnected fiber connection. Now time for mobile network pic.twitter.com/e8QlKIGe9k — செங்கல் அடி சித்தன் (@sengallchitthan) May 13, 2025 Worst network in India airtel every month I’m facing these issues @airtelindia pic.twitter.com/esvgpIW2Li — kick (@kickbuttowsski) May 13, 2025 To recall, Airtel suffered a nationwide outage that disrupted both mobile data and broadband services, leaving thousands of users unable to make calls or access the internet in December,
Google Unveils Suite Of Security Features For Android In 2025 –Check What’s New | Technology News
New Delhi: Google has announced 3 major upgrades to its Android security features. The latest upgrades come just a week ahead of Google I/O keynote. “Android is constantly evolving to help keep you safe from the unexpected, from scams and lost belongings to the most sophisticated security threats. Here are three new ways Android is keeping you and your devices safe,” wrote Stella Loh Senior Product Manager, Android in a blogpost. 1. Google Messages has enhanced protection from scam texts AI-powered Scam Detection blocks billions of suspicious messages for Google Messages users each month. Now, it can even recognize dangerous crypto and financial scams, toll road scams, gift card scams and more. This smart detection happens all on your device to keep your conversations private to you. 2. Find Hub Android has launched ‘Find My Device’ to help users locate everything from a lost phone at the park to a misplaced piece of luggage at the airport. Now this feature is evolving into something even more helpful: Find Hub. With Find Hub, you can easily locate your devices and tagged items, check if loved ones got home safely or share your location during a night out — all within a single, unified space. We’re adding even more compatible devices and Bluetooth tags to our ever-expanding list of partners. Learn more and sign up to be notified of our partner tag deals. Find Hub will take safety even further with the integration of satellite connectivity, helping you stay connected with friends and family even when cellular service is unavailable, later this year. 3. Advanced Protection Android 16 enhances and expands the Advanced Protection features that Google first launched in 2017, making it simple to turn on an array of robust device security features. Whether you’re a public figure or just want the best of Android’s powerful security features, you can turn on Advanced Protection for peace of mind that you’re protected against the most sophisticated threats.
Automate Dataset Labeling with Active Learning
A few years ago, training AI models required massive amounts of labeled data.
Zero-Shot and Few-Shot Learning with Reasoning LLMs
As large language models have already become essential components of so many real-world applications, understanding how they reason and learn from prompts is critical.
Creating a Secure Machine Learning API with FastAPI and Docker
Machine learning models deliver real value only when they reach users, and APIs are the bridge that makes it happen.
Attention May Be All We Need… But Why?
A lot (if not nearly all) of the success and progress made by many generative AI models nowadays, especially large language models (LLMs), is due to the stunning capabilities of their underlying architecture: an advanced deep learning-based architectural model called the <a href="https://machinelearningmastery.
Creating a Qwen-Powered Lightweight Personal Assistant
The <a href="https://chat.