Author Archives: Srinivas Chakravarty

‘Mini New York in Punjab’: NRI’s Statue of Liberty Replica on Jalandhar Rooftop Takes Internet by Storm

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A quiet neighbourhood in Punjab’s Jalandhar has found itself at the centre of attention, thanks to an unexpected addition to the local skyline, a miniature replica of the iconic Statue of Liberty standing proudly atop a residential rooftop.

The unusual installation, built by NRI Gurjeet Singh Matharu, has quickly turned an ordinary home into a local landmark, drawing curious onlookers and sparking widespread discussion on social media.

Matharu, who lived in New York City for over two decades, placed the replica on the fourth floor of his house in the Kishanpura area. What began as a personal tribute to the city he called home for so many years has now become a talking point far beyond his neighbourhood.

Speaking about the inspiration behind the structure, Matharu explained that the idea came from his frequent encounters with the Statue of Liberty during his time in New York. The monument, for him, became deeply intertwined with memories of his life abroad. He decided to bring a piece of that memory back to India in a tangible form.

“The idea came from seeing the Statue of Liberty often in New York and keeping it as a memory of the city when I visit India each year,” he said.

Stopping-by Locals Catch a Glimpse

While the replica was intended as a personal reminder, it has since captured the imagination of locals, many of whom have been stopping by just to catch a glimpse of the rooftop structure.

As images and videos of the installation circulated online, reactions poured in from across the spectrum. Some users noted that unconventional rooftop structures are not entirely new to the region. One user commented, “Mostly in Chandigarh and Mohali they build water tanks in the shape of tractors, balls and other shapes; now he makes Statue of Liberty.”

Others, however, viewed the installation with appreciation. “This is such a unique way to stay connected to memories abroad,” one user wrote. Another added, “Looks like a mini New York in Punjab, quite creative.”

For Matharu, the replica of the world-renowned symbol of freedom and hope now serves as a bridge between his years in New York and his roots in Jalandhar—turning a simple rooftop into a testament of personal journey and cross-cultural connection.

Researchers Develop System with 99.96% Accuracy to Stem Real-Time Cyber Attack

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Researchers at Sultan Qaboos University in Oman have developed an advanced intrusion detection system (IDS) that can identify cyber attacks with near-perfect accuracy while dramatically reducing processing time, according to a paper published in The Journal of Engineering Research (TJER).

The proposed system, which combines a double feature selection method with a stacked ensemble machine learning approach, achieved accuracy levels of up to 99.96 percent on benchmark datasets, with false alarm rates as low as 0.007 percent and detection times under 13 seconds.

As cyber threats targeting IoT devices, cloud computing infrastructure, and high-speed networks grow increasingly sophisticated, the research addresses critical vulnerabilities in existing detection methods that struggle with redundant feature processing, lengthy training periods, and imbalanced datasets.

The system implements a two-phase feature reduction process designed to eliminate computational waste while preserving detection power. The Variance Threshold is first applied to remove low-variance features that contribute little to threat identification. This is followed by the Select-K-Best technique, which retains only the most relevant attributes for classification.

Through this rigorous filtration, the researchers successfully narrowed down datasets to as few as 13 or 19 significant features—a dramatic reduction that slashes processing time without compromising detection capability. This efficiency gain is critical for real-time cybersecurity applications where milliseconds matter.

At the heart of the system lies a stacking ensemble classification structure. Base learners consist of K-Nearest Neighbors and Gaussian Naive Bayes algorithms, which feed into a Random Forest classifier serving as the meta-classifier. The Random Forest model is optimized using Grid Search cross-validation to ensure peak performance.

This layered approach allows the system to leverage the strengths of multiple algorithms while compensating for individual weaknesses, resulting in more robust and reliable threat detection.

Rigorous Testing on Contemporary Threat Datasets

The model was validated using two benchmark datasets widely recognized in cybersecurity research: CIC-IDS2017 and CIC-DDoS2019. These datasets contain representations of current cyber attack types, including distributed denial-of-service (DDoS) attacks, denial-of-service (DoS) attacks, brute force attempts, port scans, web application attacks, and bot activity.

The first stage involves feature selection, where a Double Feature Selection method is applied to identify the most relevant and influential features for training the model. In the second stage, the model is developed using an ensemble machine learning stacking approach by combining K-Nearest Neighbors and Gaussian Naive Bayes classifiers with a Random Forest classifier. A final classifier is then produced by selecting the optimal features for each classifier at each stage / THE JOURNAL OF ENGINEERING RESEARCH 2025;22:173–186

Experimental results demonstrated that the proposed system “outperforms various existing intrusion detection methods, effectively overcoming common shortcomings such as redundant feature processing, extended training times, and the challenges posed by imbalanced datasets where attack samples are significantly outnumbered by normal traffic.”

Real-World Applications

The authors emphasize that the method’s combination of efficient feature engineering and ensemble learning makes it suitable for practical, real-time cybersecurity deployments. As networks grow faster and more complex, the ability to detect threats quickly and accurately becomes increasingly critical for protecting infrastructure, data, and users.

Looking ahead, the researchers recommend “extending the approach to IoT environments, where resource constraints make lightweight yet accurate detection essential.” They also suggest integrating deep learning models with the current framework to further enhance detection capabilities against evolving threat landscapes.

The study adds to growing body of research exploring artificial intelligence applications in cybersecurity, a field racing to keep pace with increasingly sophisticated attack methods targeting everything from personal devices to critical national infrastructure.

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What are PM MITRA Parks and where are they set up?

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The Government has finalized setting up of PM Mega Integrated Textile Region and Apparel (PM MITRA) Parks at 7 sites viz. Tamil Nadu (Virudhnagar), Telangana (Warangal), Gujarat (Navasari), Karnataka (Kalaburagi), Madhya Pradesh (Dhar), Uttar Pradesh (Lucknow) and Maharashtra (Amravati) with an outlay of Rs. 4,445 cr for a period of seven years upto 2027-28.

A total of 18 proposals were received from 13 State Governments. After evaluating proposals received from different State Governments via a transparent challenge matrix, the 7 sites as above were finalized for setting up of PM MITRA Parks.

The state-wise details of land acquired, current status of land development and trunk infrastructure are as under:-

State Land acquired

(in Acres)

 Current status of land development of core and external infrastructure (Upto 31.01.2026)
Madhya Pradesh 2,158 Works Worth Rs. 817.19 Cr. are under execution for development of core and/or External infrastructure
Tamil Nadu 1,052 Works Worth Rs. 577.8 Cr. are under execution for development of core and/or External infrastructure
Gujarat 1,142 Works Worth Rs. 496.4 Cr. are under execution for development of core and/or External infrastructure
Karnataka 1,000 Works Worth Rs. 50.9 Cr. are under execution for development of core and/or External infrastructure
Uttar Pradesh 1,000 Works Worth Rs. 990.71 Cr. are under execution for development of core and/or External infrastructure
Maharashtra 1,020 Works Worth Rs. 685.18 Cr. are under execution for development of core and/or External infrastructure
Telangana 1,327 Works Worth Rs. 759.99 Cr. are under execution for development of core and/or External infrastructure

 

Under the component of Development Capital Support (DCS) of PM MITRA Park Scheme, a total of Rs 160 cr has been released to the States of Madhya Pradesh, Tamil Nadu, Telangana and Maharashtra. In addition, infrastructure works worth Rs 2,160.17 cr for providing external infrastructure till the park gates have been started by the state governments and an expenditure of Rs. 564.72 cr has been incurred so far.

In PM MITRA Park Madhya Pradesh, 1,130.28 acres of land has been allotted to investors with a proposed investment of Rs 21,436.91 cr.  In Tamil Nadu, 190.44 acres of land have been allotted to investors with proposed investment of Rs 2,192.21 cr. In Telangana, an investment of Rs 3,862 cr has been grounded so far with 540.41 acres of land already allotted. The total investment interest received across all parks so far is Rs 63,177 Cr.  Once completed, it is expected that each PM MITRA Park will generate 3 lakh (direct/indirect) employment across all elements of textiles value chain benefitting all segments of the population including local comminutes

The PM MITRA Parks Scheme was approved for a period of seven years till 2027-28.

In the Union Budget 2026-27, an announcement regarding setting up of Mega Textile Parks in challenge mode along with a focus on bringing value addition to technical textiles was made by the Hon’ble Finance Minister.

In order to ensure early sanction and quick implementation of the Scheme, the Ministry has initiated a process of stakeholder consultation with State Governments and other stakeholders. It has also constituted a Joint Working Group to discuss scheme guidelines, eligibility criteria, selection process and evaluation parameters.

This information was provided by textiles minister Giriraj Singh in a written reply to a question in Lok Sabha on Tuesday.

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Whar are “blue tears”? New AI algorithm allows scientific monitoring of this unique phenomenon

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Blue tears is a stunning, natural bioluminescent phenomenon where coastal waters glow with an ethereal blue light, primarily caused by massive blooms of microscopic marine plankton, such as Noctiluca scintillans or ostracod crustaceans, disturbed by wave motion. Often seen in China, Taiwan, and the Maldives, this glowing,, sometimes toxic, “sea of stars” usually occurs in warmer months.

The chasing of blue tears has emerged as a common tourism activity in the recent years along the coastlines in order to experience the natural spectacular. Nonetheless, algal blooms occurrences and movements are unpredictable, and this affects the quality of tourist experiences as well as introducing safety risks and ecological pressures.

A group of researchers headed by the professor of the Shenzhen Institutes of Advanced Technology of the Chinese Academy of Sciences, Li Jianping, and the partners of the Ministry of Natural Resources came up with a novel algorithm to monitor videos in real-time called BT-YOLO in one of the studies published in the Ecological Informatics.

Bt-YOLO algorithm makes it possible to pixel-by-pixel segment the glowing parts of video footage and localize and analyze bloom strength and distribution in a quantitative manner. In contrast to the traditional approach of revealing the existence of the so-called blue tears, the given algorithm offers the scientific rationale to rate the blooms harshness and advance to the creation of a predicting algorithm.

(Courtesy: AGU–Advanced Earth and Space Sciences)

We have made scales and rulers to measure blue tears. It is after the implementation of the coastal surveillance camera network that this algorithm will enable us to carry out quick quantification and get closer to an operational forecasting system, as explained by Prof. LI. The algorithm can also be used to track other features in the seas like the red tide and marine debris, and there is a solution to smart coastal management.

The research forms a basis upon which the time, place, magnitude, and severity of the occurrence of blue tears can be predicted. The forecasting system will be further refined through the data of the coastal camera networks that will bring the system nearer to the real world which will allow balancing the ecological protection with the sustainable tourism.

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Oscar 2026: Here is full list of nominees and winners of Academy Awards This Year

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This year, Paul Thomas Anderson took the best picture at the 98th Academy Awards with his drama of a faded away revolutionary fighting his old enemies to keep his daughter safe. Overall, it got six awards, among which it received the best supporting actor, best adapted screenplay and best director. It is also the first movie to win the Oscar award in the category of best casting.
But neither film really lost.

The period vampire thriller, Fruit of the Earth, by Ryan Coogler, the film that glorified the origins of the Blues music and the southern Black culture, won four awards including a historical first category award in the best cinematography categories and a highly praised best actor award in the same category to Michael B. Jordan. Both movies are also created and distributed by the same company, Warner Bros. Pictures, which is a part of CNN parent company, Warner Bros. Discovery. here’s the full list:

Best picture

  • “Frankenstein”
  • “Hamnet”
  • “Marty Supreme”
  • “One Battle After Another” – *WINNER
  • “Sinners”
  • “Train Dreams”
  • “F1”
  • “Bugonia”
  • “Sentimental Value”
  • “The Secret Agent”

Best director

  • Chloé Zhao, “Hamnet”
  • Josh Safdie, “Marty Supreme”
  • Paul Thomas Anderson, “One Battle After Another” – *WINNER
  • Joachim Trier, “Sentimental Value”
  • Ryan Coogler, “Sinners”

Best actress in a leading role

  • Jessie Buckley, “Hamnet” – *WINNER
  • Rose Byrne, “If I Had Legs I’d Kick You”
  • Kate Hudson, “Song Sung Blue”
  • Renate Reinsve, “Sentimental Value”
  • Emma Stone, “Bugonia”

Best actor in a leading role

  • Timothée Chalamet, “Marty Supreme”
  • Leonardo DiCaprio, “One Battle After Another”
  • Ethan Hawke, “Blue Moon”
  • Michael B. Jordan, “Sinners” – *WINNER
  • Wagner Moura, “The Secret Agent”

Best actress in a supporting role

  • Elle Fanning, “Sentimental Value”
  • Inga Ibsdotter Lilleaas, “Sentimental Value”
  • Amy Madigan, “Weapons” – *WINNER
  • Wunmi Mosaku, “Sinners”
  • Teyana Taylor, “One Battle After Another”

Best actor in a supporting role

  • Benicio del Toro, “One Battle After Another”
  • Jacob Elordi, “Frankenstein”
  • Delroy Lindo, “Sinners”
  • Sean Penn, “One Battle After Another” – *WINNER
  • Stellan Skarsgård, “Sentimental Value”

Best adapted screenplay

  • Will Tracy, “Bugonia”
  • Guillermo del Toro, “Frankenstein”
  • Chloé Zhao and Maggie O’Farrell, “Hamnet”
  • Paul Thomas Anderson, “One Battle After Another” – *WINNER
  • Clint Bentley and Greg Kwedar, “Train Dreams”

Best original screenplay

  • Robert Kaplow, “Blue Moon”
  • Jafar Panahi, “It Was Just an Accident”
  • Ronald Bronstein & Josh Safdie, “Marty Supreme”
  • Eskil Vogt and Joachim Trier, “Sentimental Value”
  • Ryan Coogler, “Sinners” – *WINNER

Best casting

  • Nina Gold, “Hamnet”
  • Jennifer Venditti, “Marty Supreme”
  • Cassandra Kulukundis, “One Battle After Another” – *WINNER
  • Gabriel Domingues, “The Secret Agent”
  • Francine Maisler, “Sinners”

Best original song

  • Diane Warren for “Dear Me” from “Diane Warren: Relentless”
  • EJAE, Mark Sonnenblick, Joong Gyu Kwak, Yu Han Lee, Hee Dong Nam, Jeong Hoon Seon and Teddy Park for “Golden” from “KPop Demon Hunters” – *WINNER
  • Raphael Saadiq and Ludwig Göransson for “I Lied to You” from “Sinners”
  • Nicholas Pike for Sweet Dreams of Joy from “Viva Verdi!”
  • Nick Cave and Bryce Dessner for “Train Dreams” from “Train Dreams”

Best original score

  • Alexandre Desplat, “Frankenstein”
  • Jerskin Fendrix, “Bugonia”
  • Max Richter, “Hamnet”
  • Jonny Greenwood, “One Battle After Another”
  • Ludwig Göransson, “Sinners” – *WINNER

Best cinematography

  • Dan Laustsen, “Frankenstein”
  • Darius Khondji, “Marty Supreme”
  • Michael Bauman, “One Battle After Another”
  • Autumn Durald Arkapaw, “Sinners” – *WINNER
  • Adolpho Veloso, “Train Dreams”

Best editing

  • Stephen Mirrione, “F1”
  • Ronald Bronstein and Josh Safdie, “Marty Supreme”
  • Andy Jurgensen, “One Battle After Another” – *WINNER
  • Olivier Bugge Coutté, “Sentimental Value”
  • Michael P. Shawver, “Sinners”

Best international feature film

  • “The Secret Agent”
  • “It Was Just an Accident”
  • “Sentimental Value” – *WINNER
  • “Sirât”
  • “The Voice of Hind Rajab”

Best animated feature film

  • “Arco”
  • “Elio”
  • “KPop Demon Hunters” – *WINNER
  • “Little Amélie or the Character of Rain”
  • “Zootopia 2”

Best documentary feature film

  • “The Alabama Solution”
  • “Come See Me in the Good Light”
  • “Cutting Through Rocks”
  • “Mr Nobody Against Putin” – *WINNER
  • “The Perfect Neighbor”

Best makeup and hairstyling

  • Mike Hill, Jordan Samuel and Cliona Furey, “Frankenstein” – *WINNER
  • Kyoko Toyokawa, Naomi Hibino and Tadashi Nishimatsu, “Kokuho”
  • Ken Diaz and Mike Fontaine, “Sinners”
  • Kazu Hiro, Glen Griffin and Bjoern Rehbein, “The Smashing Machine”
  • Thomas Foldberg and Cathrine Sauerberg, “The Ugly Stepsister”

Best sound

  • Gareth John, Al Nelson, Gwendolyn Yates Whittle, Gary A. Rizzo and Juan Peralta, “F1” – *WINNER
  • Greg Chapman, Nathan Robitaille, Nelson Ferreira, Christian Cooke and Brad Zoern, “Frankenstein”
  • José Antonio Garcia, Christopher Scarabosio and Tony Villaflor, “One Battle After Another”
  • Chris Welcker, Benjamin A. Burtt, Felipe Pacheco, Brandon Proctor and Steve Boeddeker, “Sinners”
  • Amanda Villavieja, Iaia Casanovas and Yasmina Praderas, “Sirât”

Best visual effects

  • Joe Letteri, Richard Baneham, Eric Saindon and Daniel Barrett, “Avatar: Fire and Ash” – *WINNER
  • Ryan Tudhope, Nicolas Chevallier, Robert Harrington and Keith Dawson, “F1”
  • David Vickery, Stephen Aplin, Charmaine Chan and Neil Corbould, “Jurassic World Rebirth”
  • Charlie Noble, David Zaretti, Russell Bowen and Brandon K. McLaughlin, “The Lost Bus”
  • Michael Ralla, Espen Nordahl, Guido Wolter and Donnie Dean, “Sinners”

Best costume design

  • Deborah L. Scott, “Avatar: Fire and Ash”
  • Kate Hawley, “Frankenstein” – *WINNER
  • Malgosia Turzanska, “Hamnet”
  • Miyako Bellizzi, “Marty Supreme”
  • Ruth E. Carter, “Sinners”

Best production design

  • Tamara Deverell and Shane Vieau, “Frankenstein” – *WINNER
  • Fiona Crombie and Alice Felton, “Hamnet”
  • Jack Fisk and Adam Willis, “Marty Supreme”
  • Florencia Martin and Anthony Carlino, “One Battle After Another”
  • Hannah Beachler and Monique Champagne, “Sinners”

Best documentary short

  • “All the Empty Rooms” – *WINNER
  • “Armed Only with a Camera: The Life and Death of Brent Renaud”
  • “Children No More: Were and Are Gone”
  • “The Devil is Busy”
  • “Perfectly a Strangeness”

Best live action short film

  • “Butcher’s Stain”
  • “A Friend of Dorothy”
  • “Jane Austen’s Period Drama”
  • “The Singers” – *WINNER (tie)
  • “Two People Exchanging Saliva” – *WINNER (tie)

Best animated short film

  • “Butterfly”
  • “Forevergreen”
  • “The Girl Who Cried Pearls” – *WINNER
  • “Retirement Plan”
  • “The Three Sisters”

 

 

Britain’s Royal Family Member Andrew arrested in Epstein Scandal (Timeline)

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Andrew Mountbatten-Windsor of the British Royal family was taken into custody on Thursday, his 66th birthday, on suspicion of misconduct in public office as part of an investigation connected to his association with convicted sex offender Jeffrey Epstein.

Investigators have not filed any charges, and Andrew has consistently rejected allegations of wrongdoing. He is believed to be the first senior member of Britain’s modern royal family to face police detention.

Born in 1960, Andrew is the second son of Queen Elizabeth II and Prince Philip. His older brother, King Charles III, was next in line to the throne at the time.

Andrew Mountbatten-Windsor arrested on his 66th birthday, February 19, 2026 / x.com

Andrew followed a conventional royal trajectory, entering military service and later assuming ceremonial military roles and public responsibilities. Those honours were later withdrawn as his association with Epstein drew intense scrutiny. Although he remains a prince by birth, the prolonged scandal brought an abrupt end to his public-facing royal role, the result of sustained controversy and legal pressure over several years.

The current inquiry follows the release of new documents tied to Epstein that reportedly suggest Andrew may have shared official government information with him during his tenure as a UK trade envoy. Authorities have not brought formal charges, and Andrew has maintained that he engaged in no improper conduct in connection with Epstein. Here’s the time line:

Timeline: Britain’s Prince Andrew and the Epstein scandal

The following timeline outlines key events involving Prince Andrew and his association with convicted sex offender Jeffrey Epstein, which led to his withdrawal from royal duties, loss of titles and his arrest on Thursday.

Feb. 19, 1960 – Andrew is born, the second son of Queen Elizabeth II and Prince Philip. His elder brother, King Charles III, is heir to the throne.

March 2001 – Andrew is photographed in London with Virginia Giuffre, then known as Virginia Roberts, and Ghislaine Maxwell. The image attracts little attention at the time but later becomes central to allegations against him.

December 2010 – Andrew is photographed walking with Epstein in New York’s Central Park shortly after Epstein’s release from prison following a sexual offence conviction, sparking public criticism in Britain.

2011 – The Daily Mail publishes an interview with Giuffre alongside the 2001 photograph, bringing allegations involving Andrew into mainstream public debate.

January 2015 – Allegations that Andrew had sex with a minor emerge in a U.S. civil lawsuit connected to Epstein. Andrew denies wrongdoing.

July 2019 – Epstein is arrested on federal sex trafficking charges.

Aug. 2019 – Epstein is found dead in his jail cell while awaiting trial, intensifying scrutiny of his high-profile associates, including Andrew.

Nov. 2019 – Andrew gives a television interview to the BBC denying allegations, questioning the authenticity of the 2001 photograph and saying he cut ties with Epstein in 2010. The interview is widely criticised.

Nov. 2019 – Days later, Andrew announces he will step back from public duties “for the foreseeable future,” citing disruption caused by his Epstein association.

Sept. 2021 – Giuffre files a civil sexual assault lawsuit against Andrew in the United States. Andrew denies the claims.

Jan. 2022 – A U.S. judge rejects Andrew’s attempt to dismiss the lawsuit. Soon after, he is stripped of honorary military titles and royal patronages.

Feb. 2022 – Andrew agrees to pay Giuffre millions of dollars to settle the civil sexual assault lawsuit, without admitting liability.

2024 – Reports say Andrew must personally fund the upkeep of his residence at Royal Lodge if he wishes to remain there.

2025 – Court documents and reported emails linked to Epstein, including one stating “we’re in this together,” renew scrutiny of Andrew’s past association.

April 2025 – Giuffre dies. Her family describes her as a “fierce warrior in the fight against sexual abuse and sex trafficking.”

2025 – Buckingham Palace says Andrew will now be known as Andrew Mountbatten-Windsor in official contexts, reflecting his diminished royal role.

Feb. 19, 2026 – Andrew is arrested on his 66th birthday on suspicion of misconduct in public office as part of an investigation linked to Epstein. He has not been charged with any offence and has consistently denied wrongdoing.

 

 

 

‘Stop invasion and deport them’: Texas activist targets Hanuman temple, Indian Immigrants

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A Texas-based conservative activist has sparked controversy after sharing a video of a 90-foot-tall “Statue of Union” of Lord Hanuman, which is located at the Shri Ashtalakshmi Temple in Sugar Land, Texas. While sharing the video, Carlos Turcios, a Republican activist based in the Dallas, Fort Worth region, said that third World Aliens are slowly taking over Texas and America.

In a post on X, he aid, “stop the invasion.”His remarks drew support from some anti-immigration users while others criticised the post as racist and misleading.One of the supporters said, “Stop the invasion and deport them all.”

Another said, “Disgusting. Get rid of it as soon as possible. What is wrong with Texas? Gotta be money.” While critics claimed, “Wasn’t Charlie Kirk saying about Secularism being a western and Christian value? Besides there are way more churches and Jesus statues in India than there are Hindu temples and statues in the US.”

Inaugurated in August 2024, this Panchaloha Abhaya Hanuman statue is the tallest in North America, representing strength, devotion, and a “spiritual epicenter” for peace. Earlier also, Turcios had criticised claiming that “third world aliens” were entering the US through H-1B visas and said that Frisco had been “invaded.”

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2,000-year-old Iron Age temple discovered in Denmark

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Beneath what appeared for generations to be an unremarkable stretch of grassland in central Jutland, archaeologists have uncovered one of the most consequential Iron Age sites ever found in Denmark: a vast, fortified settlement centred on a monumental temple dating back nearly 2,000 years.

The discovery at Hedegaard, near Ejstrupholm, is reshaping historians’ understanding of how power, religion and long-distance connections were organised in northern Europe around the turn of the Common Era. Danish archaeologists say the site was not a peripheral village but a regional power centre, combining ritual authority, political control and economic activity within a single, carefully planned landscape.

“This is not just another settlement,” said Martin Winther Olesen, museum inspector at Museum Midtjylland. “Everything here is bigger, more complex and more deliberate than what we normally see. Nothing is ordinary.”

A Landscape That Hid Its Past

For decades, Hedegaard gave little hint of what lay beneath. Unlike many archaeological sites disturbed by deep ploughing, the area’s cultural layers remained remarkably intact, protected by relatively light agricultural use. That preservation would prove crucial.

The site first drew attention in 1986, when archaeologist Orla Madsen uncovered an unusually rich burial ground containing weapons — a signal that the area held higher-status remains. Excavations continued sporadically until 1993, after which the site slipped into dormancy.

It was only after research resumed in 2016, and intensified fieldwork in 2023, that archaeologists realised the graves were just one element of a much larger whole. What emerged was a fortified complex comprising elite residences, workshops, defensive palisades and a central temple — all laid out on a scale rarely seen in Iron Age Denmark.

The Temple at the Heart of Power

At the centre of Hedegaard stands the most striking discovery: a large ceremonial building, dated to around 0 AD, offering some of the clearest evidence yet of Iron Age religious architecture in Denmark.

The temple measures roughly 15 by 16 metres, almost rectangular in form. A ring of robust posts creates a colonnade encircling a smaller inner structure. This inner building was constructed with deeply set posts, clay walls and split wooden planks, and features a south-facing entrance — a detail archaeologists believe carried symbolic meaning.

Inside, researchers uncovered a raised 2-by-2-metre hearth, decorated with stamped and linear patterns. Crucially, the hearth shows no signs of everyday cooking.

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“This was not a domestic space,” archaeologists say. “It was a ritual one.” The find provides rare physical evidence of how religious ceremonies may have been staged, offering insight into belief systems that were previously known mostly through later texts and scattered finds.

Fortifications in the Shadow of Rome

Hedegaard’s scale and defences also place it firmly within a wider European context. Around the time the temple was built, the Roman Empire was expanding northwards, reaching as far as the River Elbe, not far from Jutland.

Archaeologists believe Hedegaard’s palisades and defensive structures were not incidental. Their design reflects technical knowledge and strategic planning, possibly shaped by awareness of Roman military organisation and the shifting balance of power in northern Europe.

“The fortifications may have been practical,” Olesen said, “but they were also symbolic. They sent a message: this was a place of authority, not to be challenged lightly.”

Taken together, the discoveries at Hedegaard challenge older views of Iron Age Denmark as a landscape of loosely connected farming communities. Instead, the site points to centralised power, controlled by elites who commanded resources, organised large-scale construction and maintained long-distance contacts.

The combination of ritual space, political authority and economic activity in one location suggests Hedegaard functioned as a hub — a place where decisions were made, alliances forged and religious legitimacy reinforced.

For archaeologists, the implications extend far beyond central Jutland.

“This forces us to rethink how power was structured in northern Europe at the dawn of the Roman era,” researchers say. “Hedegaard was not on the margins of history. It was very much part of it.”

NASA’s Webb Cameras Explore Largest Star-Forming Cloud in Milky Way

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The difference longer wavelengths of light make, even within the infrared spectrum, are stark when comparing the images from Webb’s MIRI and NIRCam (Near-Infrared Camera) instruments. Glowing gas and dust appear dramatically in mid-infrared light, while all but the brightest stars disappear from view.

In contrast to MIRI, colorful stars steal the show in Webb’s NIRCam image, punctuated occasionally by bright clouds of gas and dust. Further research into these stars will reveal details of their masses and ages, which will help astronomers better understand the process of star formation in this dense, active galactic center region. Has it been going on for millions of years? Or has some unknown process triggered it only recently?

Astronomers hope Webb will shed light on why star formation in the galactic center is so disproportionately low. Though the region is stocked with plenty of gaseous raw material, on the whole it is not nearly as productive as Sagittarius B2. While Sagittarius B2 has only 10 percent of the galactic center’s gas, it produces 50 percent of its stars.

“Humans have been studying the stars for thousands of years, and there is still a lot to understand,” said Nazar Budaiev, a graduate student at the University of Florida and the co-principal investigator of the study. “For everything new Webb is showing us, there are also new mysteries to explore, and it’s exciting to be a part of that ongoing discovery.”

More about Webb and MIRI

The James Webb Space Telescope is the world’s premier space science observatory. Webb is solving mysteries in our solar system, looking beyond to distant worlds around other stars, and probing the mysterious structures and origins of our universe and our place in it. Webb is an international program led by NASA with its partners, ESA (European Space Agency) and CSA (Canadian Space Agency).

Webb’s MIRI was developed through a 50-50 partnership between NASA and ESA. A division of Caltech in Pasadena, California, JPL led the U.S. contribution to MIRI. JPL also led development of MIRI’s cryocooler, done in collaboration with Northrop Grumman in Redondo Beach, California, and NASA’s Goddard Space Flight Center in Greenbelt, Maryland.

PHDCCI Seeks Creation Of Critical Minerals Dept, Calls For Aggressive Resource Diplomacy

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The PHD Chamber of Commerce and Industry (PHDCCI) has urged the Centre to establish a dedicated Department of Critical Minerals and adopt a policy of “aggressive mineral diplomacy” to safeguard India’s economic interests amid mounting global supply-chain risks.

At a brainstorming session hosted by the chamber, industry experts underscored the urgency of developing a complete value chain for critical minerals—covering exploration, extraction, refining, value addition, and marketing—similar to the integrated strategy followed by China under its National Mission framework.

Anil Chaudhary, Senior Member of the Minerals & Metals Committee at PHDCCI and former Chairman of SAIL, lauded the government for shortlisting 30 critical minerals but insisted that coking coal be added to the list.

“India has been importing 90 per cent of the coking coal requirement, worth $15 billion, every year, which is likely to double in the next 10–12 years,” Chaudhary cautioned.

He further noted that critical mineral supplies are increasingly vulnerable to geopolitical tensions and trade restrictions, adding that India must build strategic partnerships with smaller, resource-rich nations such as Congo, Mozambique, Afghanistan, and several Latin American countries to cut reliance on China.

Speakers at the event also pressed for stronger coordination among ministries, stockpiling of key minerals, and the creation of buffer inventories, akin to how the United States manages its oil and gas reserves. They emphasised simplifying regulations and offering incentives to private players for exploration, extraction, and downstream processing.

Deepak Bhatnagar, Secretary General of the Pellet Manufacturers’ Association of India, advocated a mission-driven approach for the sector.

“We need a holistic and time-bound mission-mode approach for the development of critical minerals, on the lines of Mission Agni started by former President Dr APJ Abdul Kalam,” he said.

Linking the minerals strategy to India’s clean energy ambitions, Abhinav Sengupta, Associate Director at PricewaterhouseCoopers, pointed out that renewable technologies and electric vehicles (EVs) are far more resource-intensive than their conventional counterparts.

“The energy transition will be critical mineral-intensive, as EVs are six times more mineral-intensive than conventional vehicles due to batteries, and solar PV and onshore wind are around three times more mineral-intensive than conventional sources,” Sengupta explained.

Experts agreed that without a structured policy framework and international partnerships, India’s renewable energy, defence, and advanced manufacturing goals could face major hurdles.

They urged the government to adopt a comprehensive national mission integrating technology-led exploration, resource diplomacy, and private sector collaboration to secure India’s long-term mineral security and industrial competitiveness.

iPhone 17 Pre-Orders Surge In India As Apple Expands Stores And Production

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Apple’s latest iPhone 17 series has drawn record pre-orders in India, outpacing demand for earlier models, even as the company raised prices and expanded its product range.

According to retail sources, the surge has been driven by strong interest in the iPhone 17 Air with its titanium frame and lighter design, alongside the higher-end Pro and Pro Max versions. Buyers in urban markets have also shown a clear preference for models with larger storage capacity, despite higher price points.

The base iPhone 17, with 256 GB storage, has been priced at ₹82,900. Apple has increased the minimum storage across the lineup, a move seen as balancing higher costs with added value for consumers.

To meet rising demand, Apple has stepped up its local presence by opening two new company-owned outlets in Bengaluru and Pune. These add to its flagship stores in Mumbai and Delhi, besides a wide network of premium resellers across the country.

The company is also scaling up production in India as part of its broader diversification strategy to reduce dependence on Chinese manufacturing hubs. Under the ‘Made in India’ initiative, more units of the new iPhone series are being assembled locally, positioning India as both a consumption hub and an emerging export base.

Analysts said the strong pre-order response highlights India’s growing importance to Apple’s global growth strategy. While premium pricing could limit adoption beyond metros, industry experts note that the brand’s aspirational pull remains strong among Indian consumers.

Strategic Shift to India?

Apple’s iPhone 17 series has recorded strong pre-orders in India, with demand surpassing earlier models and prompting the company to accelerate its retail and production plans in the country. The response has been particularly strong for the iPhone 17 Air, which features a titanium frame and lighter build, as well as the higher-end Pro and Pro Max versions.

The entry-level iPhone 17, priced at ₹82,900 with 256 GB storage, marks a shift in Apple’s pricing strategy. By raising base storage across its lineup, the company has sought to offset higher price tags while appealing to urban buyers who prefer larger-capacity devices. Analysts said that the strategy, though costly, is resonating with India’s affluent middle-class consumers.

To strengthen its retail presence, Apple has opened two new company-owned stores in Bengaluru and Pune, expanding beyond its Mumbai and Delhi outlets and a wide premium reseller network. At the same time, Apple is scaling up local assembly of its newest devices, making India a critical hub not just for sales but also for production.

Supply Chain Diversification

The shift reflects Apple’s broader effort to diversify away from overdependence on China, where rising labor costs, U.S.-China tensions, and supply-chain disruptions have complicated operations. India, with its growing skilled workforce, government incentives under the “Made in India” program, and expanding consumer base, has emerged as a natural alternative.

For global markets, the change has two implications. First, it reduces Apple’s supply-chain risk by balancing output between China and India. Second, it positions India as both a large consumer market and an export base, with assembled iPhones expected to ship from India to Europe and other regions.

For U.S. investors, Apple’s India shift is a sign of how geopolitics and consumer demand are reshaping the future of one of the world’s most valuable companies.

Indian-British Scientist’s Exoplanet Discoveries Stir Hope On Alien Life

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The vast cosmos has always been a source of intrigue, with the quest for life beyond Earth spanning decades. The recent revelation of potential biosignatures on the exoplanet K2-18b has sent ripples through the astronomical community. This has prompted a retrospective look at the past decade of discoveries that have revolutionized our understanding of planetary habitability.

The journey began with NASA’s Kepler mission, which opened the floodgates to the discovery of thousands of exoplanets, planets beyond our solar system. Among these, a select few have been found within the coveted habitable zone, a region around a star where conditions could potentially support liquid water, a key ingredient for life as we know it.

One of the earliest and most celebrated discoveries was Kepler-186f, a rocky planet approximately 500 light-years away from Earth. Similar in size to our home planet and orbiting within its star’s habitable zone, the discovery of Kepler-186f in 2014 marked a significant milestone in the search for Earth-like planets.

New Discoveries

In 2017, the discovery of a system of seven Earth-sized planets orbiting a dim red dwarf named TRAPPIST-1 further piqued the interest of the scientific community. Three of these planets, named e, f, and g, were found within the habitable zone. Their size and proximity to each other made them ideal candidates for atmospheric analysis. However, subsequent studies raised concerns about the extreme stellar flares of their host star, which could potentially strip away their atmospheres, casting a shadow over their habitability.

Closer to home, the discovery of Proxima b in 2016, a mere 4.2 light-years away, sparked global interest. Slightly larger than Earth and orbiting within a potentially temperate zone, Proxima b seemed a promising candidate for life. However, its parent star, Proxima Centauri, is known for its volatility, raising doubts about the planet’s long-term habitability.

In recent years, LHS 1140 b, a dense, rocky planet 40 light-years away, has emerged as a strong contender in the search for extraterrestrial life. With a stable orbit and early indications of an atmosphere, it is a prime target for upcoming investigations by the James Webb Space Telescope (JWST).

The Spotlight on K2-18b

Adding to the growing list of potential life-supporting planets is TOI 700 d, confirmed in 2020 by NASA’s TESS observatory. Receiving nearly the same amount of light as Earth and orbiting a quiet red dwarf, it raises hopes for a relatively undisturbed environment. However, atmospheric data remains elusive, leaving its habitability status uncertain.

The current spotlight, however, is on K2-18b, a sub-Neptune-sized planet first identified in 2015. Located 124 light-years away, the planet has shown signs of water vapor, methane, and carbon dioxide. In 2023, astronomer Nikku Madhusudhan and his team reported faint traces of dimethyl sulfide (DMS), a molecule produced on Earth only by life. New observations in 2025 using a different JWST instrument strengthened the case for DMS and a related compound, dimethyl disulfide (DMDS).

Despite these promising findings, experts urge caution. Dr. Ryan MacDonald of the University of Michigan stated, “These new JWST observations do not offer convincing evidence that DMS or DMDS are present.” Others, like NASA’s Nicholas Wogan, have acknowledged the improved data but stress the need for independent verification.

The consensus among scientists is that while these planets show potential, confirming life—or even just conditions for it—remains an immense challenge. The “five-sigma” statistical confidence required to claim a discovery in physics is still a long way off for most of these detections.

As we continue to explore the cosmos, we are reminded of the words of Dr. Thomas Beatty of the University of Wisconsin-Madison, who encapsulated the current state of affairs, saying, “Right now, we’re seeing a lot of ‘maybes.’” He added, “But even a maybe is remarkable, considering how far we’ve come.”

The search for extraterrestrial life has transformed our place in the cosmos—from passive observers to active explorers of worlds that, not so long ago, existed only in science fiction. As technology advances and instruments like JWST continue to refine their vision, the quest continues, reminding us of the vastness of the universe and the potential it holds.

What US Copyright Office Says on AI-Generated Work and Copyrights Issue

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The U.S. Copyright Office has released Part 2 of its Report on Copyright and Artificial Intelligence, addressing the copyrightability of AI-generated works and reaffirming that human authorship remains essential for copyright protection in the United States. The report, a continuation of the Office’s AI initiative launched in early 2023, clarifies the level of human involvement required for AI-assisted works to qualify for copyright and examines how other countries approach similar issues.

The Office emphasizes that copyright law in the U.S. requires human authorship, citing the Copyright Clause in the Constitution and various legal precedents. Courts have consistently ruled that non-human entities cannot hold copyrights, a position the Office upholds. The Supreme Court has previously stated that an “author” is the person who translates an idea into a fixed, tangible expression entitled to copyright protection. Based on this principle, the Office asserts that AI-generated works alone cannot receive copyright protection, but works with sufficient human creativity may qualify.

 

The report outlines three scenarios in which AI-generated works may be eligible for copyright protection. First, AI tools used as an assistive mechanism, where the final creative expression is fundamentally human-authored, should not affect copyright eligibility. Second, when human-authored content is input into an AI system and remains perceptible in the output, copyright protection extends only to the human-created elements. Third, when AI-generated material is arranged or modified in a sufficiently creative way by a human, that specific human-authored contribution can be protected.

However, the Office firmly concludes that prompts alone do not constitute authorship, as AI systems produce unpredictable variations even when given identical inputs. The report notes that AI functions as a “black box,” with users and developers often unable to predict the exact outputs. As such, merely crafting a prompt is not enough to warrant copyright protection for the resulting AI-generated work.

The report also compares global approaches to AI-generated copyright. The European Union allows copyright protection only if significant human input is involved. The United Kingdom, under a pre-existing statute, grants copyright to computer-generated works where no human author exists, though this is currently under review. Japan evaluates copyright eligibility based on factors like user input, the number of generation attempts, and post-processing edits. China, in contrast, grants copyright to the individual using AI to create a work.

No new Acts Required

Despite calls for new protections for AI-generated materials, the Office does not see the need for legislative changes. It argues that existing U.S. copyright laws are flexible enough to accommodate AI advancements while ensuring human creativity remains protected. The report expresses concern that excessive legal protections for AI-generated works could diminish incentives for human authors, potentially stifling creative output.

Legal professionals are advised to consider the Office’s stance when assessing AI-related copyright matters. The key takeaways include the necessity of human authorship for copyright protection, the case-by-case evaluation of AI-assisted works, and the exclusion of AI prompts as a basis for copyright claims. Additionally, while AI-assisted creations may be protected under specific conditions, new legal frameworks are not currently needed.

The Copyright Office will continue to monitor technological and legal developments in AI and copyright law. The upcoming Part 3 of the report will address legal concerns related to training AI models on copyrighted works, licensing considerations, and the allocation of liability in AI-generated content.

ChatGPT’s Paid-subscribers surge to 2 crore, company valuation reaches $300 billion

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OpenAI’s ChatGPT has seen a sharp rise in its paid subscriber base, climbing to over 20 million from 15.5 million in the past quarter, according to a report by The Information. The 30% increase in users has propelled an estimated monthly revenue boost from $333 million to $415 million.

The surge comes on the heels of OpenAI’s record-breaking $40 billion funding round, led by SoftBank, which pushed the company’s valuation to $300 billion. OpenAI also disclosed that more than 500 million people now use ChatGPT on a weekly basis.

The AI company is projecting substantial revenue growth, expecting to more than triple its earnings from $3.7 billion in 2024 to $12.7 billion in 2025. Bloomberg previously reported that OpenAI anticipates generating $29.4 billion in 2026.

Growing Demand and Operational Challenges

The rising number of paid subscribers highlights ChatGPT’s increasing popularity across various user bases. However, OpenAI continues to face high operational costs, including expenses related to AI chips, data centers, and talent acquisition.

Adding to its feature set, OpenAI on Tuesday introduced GPT-4o’s native image generation, allowing users to upload and edit images. The tool, which will soon be available across all ChatGPT tiers, has gained traction online. A recent viral trend saw users leveraging ChatGPT to create images in the style of Japan’s Studio Ghibli, further boosting engagement with the platform.

As demand for image generation soared, CEO Sam Altman implemented a rate limit, citing strain on OpenAI’s computing infrastructure. “Our GPUs are melting,” Altman remarked, referencing the surge in image-related prompts.

Subscription Plans and Features

ChatGPT currently offers two subscription tiers: Free and Pro. The Free tier provides access to GPT-3.5 with basic conversational features, while the Pro plan, priced at $20 per month, unlocks GPT-4 with enhanced capabilities such as improved reasoning, faster response times, and multimodal tools for text and image generation.

Pro users also benefit from higher usage limits, priority access during peak periods, and the ability to customize AI models to suit their needs.

HCL Tech Reports 10.5% YoY Rise in Net Profit to Rs 4,235 Cr for Q2 FY25

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Global technology firm HCLTech on Monday announced a 10.5% year-on-year (YoY) rise in net profit, reaching Rs 4,235 crore for the July-September quarter of FY25. However, on a quarter-on-quarter (QoQ) basis, the net profit dipped slightly by 0.5%.

The company’s revenue from operations surged to Rs 28,862 crore, marking an 8.2% increase compared to the same period last year, according to a company statement. HCLTech’s earnings before interest and taxes (EBIT) margin rose by 149 basis points sequentially, standing at 18.6%.

C Vijayakumar, CEO and Managing Director of HCLTech, said the company delivered a strong quarter with revenue growth of 1.6% QoQ in constant currency terms, while the EBIT margin reached 18.6%. “This growth was well-distributed across verticals, geographies, and offerings. HCL Software has shown exceptional performance with a 9.4% YoY growth this quarter and a 6.4% rise in the first half of FY25 in constant currency, highlighting the increasing relevance of our products in the digital economy,” Vijayakumar noted.

The company declared a dividend of Rs 12 per share, marking the 87th consecutive quarter of dividend payouts.

Workforce Expansion

HCLTech’s workforce has grown to 218,621 employees, with the addition of 780 workers in Q2, along with 2,932 freshers. For FY25, the company expects revenue growth between 3.5% and 5.0% YoY in constant currency.

Chief Financial Officer Shiv Walia highlighted the company’s robust financial performance, with constant currency revenue growth at an industry-leading 6.2% YoY.

Looking ahead, Vijayakumar expressed optimism about the company’s pipeline, particularly in areas like data and AI, digital engineering, SAP migration, and efficiency-focused programs. “Our GenAI offerings, such as AI Force and AI Foundry, are resonating well with clients and are poised to drive efficiency, growth, and innovation in the medium term,” he added.

Battle for Fuji Soft Intensifies, Bain Capital Makes Bold $4B Offer to Outbid Rival KKR

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Bain Capital has outbid rival KKR with a $4 billion offer to acquire Fuji Soft, a prominent Japanese software developer, setting the stage for a rare high-stakes showdown between two private equity giants. Bain’s bid, which values Fuji Soft at 9,450 yen per share, surpasses KKR’s offer by approximately 7%, igniting a fierce contest for control of the company.

Bain Capital’s move marks a significant escalation in the competition, as both firms vie for Fuji Soft’s backing. KKR had previously advanced its tender offer at 8,800 yen per share but has now found itself outpaced by Bain’s more aggressive bid. Fuji Soft’s board had earlier recommended that shareholders accept KKR’s offer, making Bain’s path to securing the acquisition more complex.

The shares of Fuji Soft, closing at 9,000 yen on Friday, reflect the heated competition and the significant interest both firms have in the company. Bain Capital, in a statement on Friday, announced its intention to formally launch the offer by the end of October, contingent on gaining Fuji Soft’s approval.

Rare Showdown

This bidding war between Bain and KKR is a rare spectacle in private equity, where two industry titans openly compete for control of a major company. Such high-profile showdowns have been uncommon in the sector, but history offers a few parallels. Notably, the fierce battle between KKR and TPG Capital over TXU Corp., a Texas-based energy company, in 2007 remains one of the most significant private equity face-offs. Another famous contest was KKR’s pursuit of RJR Nabisco in 1988, which ultimately resulted in a $25 billion deal, then the largest leveraged buyout in history.

The Fuji Soft battle, while smaller in scale, carries similar stakes. The company has been the focus of attention due to internal shareholder conflicts, and the involvement of both Bain and KKR has only intensified the spotlight.

Bain’s decision to outbid KKR signals the firm’s strong belief in the company’s potential for future growth and profitability. The competition has underscored Fuji Soft’s appeal as a valuable player in Japan’s tech landscape, and both firms appear willing to go the distance to secure its acquisition.

However, with KKR’s tender offer still endorsed by Fuji Soft’s board, Bain Capital faces a significant challenge in pushing its bid forward. The coming weeks will be pivotal in determining the final outcome of this contest, which could set a precedent for future private equity battles.

 

AMD Poised to Launch New AI Chips, Intensifies Market Rivalry With Nvidia

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In a strategic move that underscores the intensifying competition in the artificial intelligence (AI) chip sector, Advanced Micro Devices (AMD) is set to unveil a new lineup of AI processors during an upcoming data center event in San Francisco. This announcement aims to strengthen AMD’s position as a formidable supplier of AI chips in a market that has been predominantly led by Nvidia. The event, scheduled for Thursday, is anticipated to feature details on AMD’s MI325X chip and the next-generation MI350 chip.

The MI350 series is designed to directly compete with Nvidia’s Blackwell architecture, promising enhanced computing power and memory capabilities. This development marks a significant effort by AMD to disrupt Nvidia’s market dominance in the AI chip landscape. AMD first introduced these chips at the Computex trade show in Taiwan in June, with plans for a release in the latter half of this year and into next year.

In addition to the AI chips, AMD is expected to unveil new server central processing units (CPUs) and PC chips that incorporate enhanced AI computing capabilities. This initiative illustrates AMD’s dedication to advancing AI technology and responding to the increasing demand for AI-driven solutions across various sectors.

AMD’s current MI300X AI chip, launched late last year, has experienced a swift uptick in production to meet growing market needs. In July, the company raised its AI chip revenue forecast for the year to $4.5 billion, up from a previous estimate of $4 billion, driven by substantial demand for the MI300X, especially in the realm of generative AI product development.

Market Competition

Despite AMD’s aggressive strategy, analysts suggest that its new product launches are unlikely to significantly impact Nvidia’s data center revenue, given that the demand for AI chips far outstrips supply. AMD is projected to report data center revenue of $12.83 billion this year, according to LSEG estimates, while Nvidia is expected to achieve a staggering $110.36 billion in the same segment. Data center revenue serves as a critical indicator of the demand for AI chips essential for developing and running AI applications.

The competitive landscape for AI chips has been evolving rapidly. Intel, another key player, recently announced its next-generation AI data center chips, the Gaudi 3 accelerator kit, which is priced around $125,000—substantially cheaper than Nvidia’s comparable HGX server system. Meanwhile, Nvidia continues to innovate with its next-generation AI platform, the Rubin platform, slated for release in 2026. This platform will succeed the Blackwell architecture, which has been highly sought after and is expected to remain sold out well into 2025 due to robust demand.

AMD’s Move Toward AI

AMD’s CEO, Lisa Su, has expressed a clear vision for the company’s future, emphasizing that AMD is not seeking to be a niche player in the AI chip market. This statement reflects the company’s ambition to solidify its presence as a major contender alongside established leaders like Nvidia and Intel.

As the AI chip market becomes increasingly competitive, AMD’s upcoming announcement is likely to further fuel this rivalry. With AI technology continuing to evolve and the demand for AI-powered solutions expanding, the market is poised for more innovations and strategic initiatives from industry giants. This dynamic landscape highlights the relentless pursuit of technological advancement in the AI chip arena.

TCS Q2 Results: Profits Rise 5%, Revenue Up 7.6%, Adds 5,726 Employees

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Tata Consultancy Services (TCS), a global leader in IT services and consulting, posted a net profit of ₹11,909 crore for the second quarter of the fiscal year, reflecting a 5% year-on-year increase. Despite a modest quarter-on-quarter decline of 1.1%, TCS’s results demonstrate the company’s resilience in navigating ongoing market challenges, particularly in the face of global economic uncertainty.

Revenue for the quarter climbed to ₹64,259 crore, a 7.6% year-on-year rise. Key sectors such as energy, resources, utilities, and manufacturing were the primary drivers behind this growth, underscoring the strength of TCS’s diversified business model and its capacity to adapt to fluctuating market conditions. The company also declared a second interim dividend of ₹10 per share, reinforcing its commitment to delivering value to shareholders and maintaining a strong financial position.

TCS continues to expand its workforce, adding 5,726 employees in the July-September quarter, bringing its total headcount to 612,724. Women now make up 35.5% of the company’s workforce, highlighting TCS’s emphasis on fostering a diverse and inclusive work environment. This focus on talent acquisition and diversity is central to the company’s long-term strategy of driving innovation and maintaining its competitive edge in the global IT services sector.

Navigating Geopolitical Uncertainty 

CEO and Managing Director K Krithivasan addressed the cautious trends that have shaped the last few quarters, attributing them to ongoing geopolitical uncertainty. Despite these challenges, the company’s Banking, Financial Services, and Insurance (BFSI) vertical—the largest in its portfolio—showed early signs of recovery. Additionally, TCS reported strong performance in its Growth Markets, further demonstrating its ability to adapt to complex conditions and sustain stable results.

Chief Financial Officer Samir Seksaria emphasized the strategic investments made in talent and infrastructure during the quarter. These investments, combined with disciplined financial management, led to strong cash conversion and positioned the company for future growth. TCS remains confident in its ability to maintain profitable growth, with its long-term cost structures remaining stable despite short-term headwinds.

AI and Innovation Driving Future Growth

TCS is experiencing ongoing momentum in the deployment of Artificial Intelligence (AI) and Generative AI (GenAI) solutions. With over 600 AI/GenAI engagements either fully deployed or in various stages of development, the company is committed to leveraging these advanced technologies to enhance client offerings and drive business growth. The rapid maturation of AI technologies is positioning TCS to further strengthen its leadership in digital transformation and innovation across industries.

The company’s focus on innovation is further evidenced by its patent portfolio. As of September 30, TCS had applied for 8,354 patents, including 160 applied during the quarter, and had been granted 4,369 patents, including 223 granted during the quarter. This robust intellectual property portfolio underscores TCS’s commitment to research and development and its ability to deliver innovative solutions to its clients.

In addition to its financial performance, TCS has also been making strategic moves to strengthen its market position. The company recently secured a Rs 15,000 crore deal with BSNL to set up data centers and 4G sites across India, laying the foundation for future 5G infrastructure. This deal is expected to provide a significant boost to the company’s revenues in the coming quarters.

‘Peak Benglauru Moment’ When Virtual Receptionist Greets Guest From Delhi

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Bengaluru, often celebrated as India’s technology capital, is once again proving why it leads the charge in innovation. In a recent social media post, Ananya Narang, CEO of Entourage and a prominent business influencer, shared her firsthand experience of staying at a hotel managed almost entirely by virtual staff.

During her stay, Narang was surprised to find no traditional front desk employees. Instead, the hotel relied on a futuristic approach—guests were welcomed and assisted via remote hospitality professionals through video conferencing. On-site, only two security guards and a few technicians were present to handle the physical aspects of operations. All other guest interactions, from check-in to concierge services, were managed by staff seated at the hotel’s headquarters, remotely overseeing multiple properties at once.

In her LinkedIn and X (formerly Twitter) post, Narang dubbed the experience a “Peak Bengaluru moment,” capturing the spirit of the city’s tech-forward innovation. “You’ll see this nowhere in India yet, except the Silicon Valley,” she noted, highlighting Bengaluru’s unique embrace of technology.

Her post ignited discussions across social media platforms, with many users marveling at the seamless integration of technology into hospitality. However, it also sparked debate about whether such innovations could truly replace the personal touch that has long been a hallmark of the hotel experience.

As virtual receptionists begin to emerge in Bengaluru’s hotels, the city offers a glimpse into the future of hospitality—a future where efficiency, automation, and digital convenience redefine the guest experience. Whether this model will gain traction across India and beyond remains to be seen, but Bengaluru, once again, is setting the pace for what’s possible.

Indian Startups Raise $93 Million Despite Slower Week Amid Funding Dip

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BENGALURU, Oct 5, 2024: In a relatively quiet week for Indian startups, 21 companies raised nearly $93 million across 16 deals, signaling a significant drop compared to the $461 million raised by 29 startups just a week prior. This week’s tally included four growth-stage deals and 12 early-stage fundings.

Agriculture supply chain startup Waycool secured Rs 100 crore (approximately $12 million) in debt financing from Grand Anicut. The company specializes in purchasing fresh produce, including dairy, directly from farmers and supplying it to retailers and restaurants.

In fintech, Basic Home Loan raised $10.6 million (Rs 87.5 crore) in a Series B round led by Bertelsmann India Investments (BII) and CE-Ventures. The funding will help the platform expand its reach in the home loan market.

Millet-based snack brand Troo Good attracted Rs 72 crore in funding, led by Oaks Asset Management, with participation from Puro Wellness and V Ocean Investments, according to Entrackr.

Among the 12 early-stage deals, Mstack, a chemical manufacturing platform, led the way with a significant share of the $59.05 million raised. Drone technology company IG Drones secured $1 million in its first funding round, led by India Accelerator and angel investors.

Meanwhile, mental health startup LISSUN raised $2.5 million from RPSG Capital Ventures and other investors.

Geographically, startups from Bengaluru and Delhi-NCR dominated the funding scene, each securing seven deals. Mumbai, Hyderabad, and Chennai also saw activity.

Broader Funding Trends

In the third quarter of 2024 (July-September), domestic startups raised more than $4 billion, driven by multiple transactions over $300 million and $200 million. The period saw 85 growth and late-stage deals totaling $3.3 billion, while 207 early-stage deals accounted for $754.26 million.

From January to September, India’s tech startup ecosystem garnered $7.6 billion in funding, producing six new unicorns. The IPO market also witnessed a surge, with 29 tech companies going public in 2024 (year to date), up from 15 in the same period last year, according to Tracxn.

Despite this week’s slowdown, the broader landscape remains resilient, with the potential for continued growth in the Indian startup ecosystem.