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Monday, February 16, 2026

At India AI Summit, A Robot That Walks Like Dog And Thinks Like Engineer

A quadruped machine that can navigate rubble, climb stairs, and diagnose mechanical failures without human intervention is the centre of attention at the India AI Summit.

This robot, developed for industrial "Physical AI" by Tata Consultancy Services, is designed to operate in industrial environments such as construction sites, warehouses, manufacturing plants and distribution centres. 

By mimicking the movement of an animal and combining it with high-performance onboard processing, the unit can patrol construction sites, factories, and warehouses to perform inspections in complex, noisy, and risky environments. Today, inspections in such places are mostly manual, which increases the risk while checking equipment, recording readings and pointing out errors. 

In heavy industries, even a small, unnoticed issue like a pressure drop or voltage fluctuation can turn into major downtime or a serious safety incident.

That's where this quadruped changes the game.

In the live demonstration, the quadruped robot operates inside a simulated factory setup. It walks independently across uneven surfaces, climbs elevated stairs and accesses restricted or difficult zones.

The robot's autonomy is driven by an integrated suite of LiDAR, depth cameras, and environmental sensors, all managed by an onboard GPU that allows it to interpret data in real time. 

The robot captures readings from critical equipment such as compressors, electrical panels and power distribution units. Rather than simply recording video for a remote operator, the robot uses "closed-loop logic" to investigate anomalies. For instance, if it detects a pressure drop in a compressor, it does not just log the error; it automatically reroutes itself to check the connected power distribution units, attempting to validate the root cause before alerting a human technician. 

When the system finds a problem, it immediately sends a maintenance alert. Technicians are informed at once so they can take action quickly. Humans are still involved in the process. The goal is not to replace workers but to keep them away from dangerous areas and help them work faster and smarter. This ability to cross-reference symptoms makes the machine an active diagnostic tool rather than a passive observer.

Beyond simple equipment monitoring, the robot is capable of detecting gas leaks, thermal fluctuations, and welding defects that the human eye might miss. On construction sites, it functions as an autonomous auditor, scanning structural joints and comparing the physical progress of a building against its digital architectural blueprints. It also serves a safety function by monitoring work zones for compliance, identifying whether personnel are wearing required protective gear and triggering alerts if violations occur.

By taking over the tasks of manual patrolling, the robot keeps workers away from high-voltage panels and chemical-leak zones while providing them with more accurate data. The system is built to bridge the gap between digital AI and the physical world.



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Sunday, February 15, 2026

Mani Shankar Aiyar's Prediction On Pinarayi Vijayan Return Sparks Row

Mani Shankar Aiyar's opinion that Pinarayi Vijayan will be back again as the Chief Minister of Kerala has sparked a furore in the Congress. In a post on X, senior Congress leader Pawan Khera said, "Mr. Mani Shankar Aiyar has had no connection whatsoever with the Congress for the past few years. He speaks and writes purely in his personal capacity".

The CPM - to which Pinarayi Vijayan belongs -- and the Congress are at loggerheads in Kerala and the two parties were voted in alternately every assembly election till the last, when the Left-led Front came to power for a second term. 

Aiyar has now predicted a third term for Vijayan.  Applauding Kerala as the country's leader in Panchayati Raj at an event that was also attended by Vijayan, he said, "So, in the presence of the Chief Minister, who I am confident will continue in office, I renew my plea: to reinforce Kerala as the best Panchayati Raj state in the country, state law should be amended based on practical experience." 

Then, declaring that there is no champion for Panchayati Raj left in the country, he said, "Therefore, I must fall at your feet, Chief Minister Vijayan, and request you to pick up the baton that the Congress has dropped. Thank you, and may Kerala prosper".

His words have deeply embarrassed the Congress, which hopes to return to power in the assembly election due this year. Reports said that state Congress chief Ramesh Chennithala had earlier warned party leaders about attending the conference where the events took place, saying it was orchestrated to boost the Left. 

Aiyar had earlier embarrassed the Congress multiple times by deviating from the party line. The key occasions include his derogatory remarks about Prime Minister Narendra Modi and his comment that China had "allegedly invaded" India in 1962 in May 2024. He had apologised after intense criticism. 



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How A Fake Resume Cost A Startup Rs 2 Lakh And Changed Its Hiring Policy

Startup founder Ashutosh Gupta, Chief Business Officer at Praper Media, recently shared a LinkedIn post sharing how hiring a candidate with a fake resume resulted in a loss of over Rs 2 lakh and four months of productivity. Gupta explained that the candidate's hiring happened at a time when Praper was smaller and the company relied heavily on interviews and instinct. "Background verification felt unnecessary. So we hired based on interviews and gut feeling. If someone seemed good in the interview, we brought them on," Gupta wrote.

According to the founder, Chirag came across as confident and experienced. He claimed he was earning Rs 40,000 at his previous agency. The team offered him Rs 45,000 - a raise that seemed fair for someone with three years of experience.

However, Gupta said concerns began to surface about 2 months into the role when the candidate failed to perform basic tasks, such as taking two days to complete a standard video edit that typically takes junior editors only a few hours. 

"We assigned him a reaction video edit. Standard work. Our junior editors handle 3 per day. Chirag took 2 DAYS. And the output was unusable. For someone who claimed 3 years of experience and a ₹40K salary at their last agency? That made no sense. So we called his previous employer," he wrote.

The verification call revealed multiple discrepancies. While Chirag claimed to earn Rs 40,000 at his previous job, his actual salary was only Rs 25,000.  He claimed to have resigned from his previous role, but he had actually been fired for performance issues. The "manager" provided for a reference check turned out to be a friend who gave a glowing, but fabricated, review. 

See the post here:

"It cost us ₹1.35L in salary (3 months), ₹40K in training time, and ₹25K in replacement hiring. Plus: Delayed client work, affected team morale, wasted time. Total: ₹2L+ and 4 months lost. All because we skipped one step," Gupta added.

The incident triggered a major change in hiring policy at Praper Media. "So now every hire gets background verification. No exceptions," Gupta stated. The company's updated process includes emailing the previous employer's HR, calling the previous manager through official company numbers, cross-checking LinkedIn details, and verifying salary slips.

"People try to bypass with fake numbers and photoshopped slips. We catch them 90% of the time. If you're building a team of 15-20+ people, here's what I recommend: Start background verification now. Don't wait for a mistake. We learned at Rs 2 lakhs. You don't have to," he advised other founders. 

Similar Cases:

Other founders have shared similar "hiring horror stories" recently: 

  • Tint Cosmetics: Founder Arshia Kaur reported a marketing head used fake salary slips made in Excel to join her company in late 2024, only to be fired months later for incompetence.
  • Jobbie: Founder Mohammed Ahmed Bhati recently revoked a Rs 22 LPA offer after a background check revealed the candidate had made derogatory religious remarks on social media. 
     


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Saturday, February 14, 2026

"My Father Ravi Shankar Was Never Rishabh Rikhiram Sharma's Guru": Anoushka

Rishabh Rikhiram Sharma, a sitarist and music producer from the Rikhi Ram lineage of instrument makers, has a separate fan base among music lovers. From being the first sitarist to perform solo at the White House to advocating music as a therapeutic tool for emotional well-being, the musician carries forward a culturally rich classical tradition. He has, however, often called himself the last and youngest disciple of Pandit Ravi Shankar – a claim recently opposed by the legendary musician's daughter, Anoushka Shankar.

Rishabh Rikhiram Sharma has often revealed in past interviews how a conversation with Pandit Ravi Shankar marked a turning point in his musical journey. Nullifying his claims, however, Anoushka Shankar mentioned that he was never formally a disciple of her father. “Rishab is really talented, and he is clearly speaking to people in a really wonderful way. I think there is some misunderstanding about his guruship,” Anoushka told Humans Of Bombay.

Although Anoushka praised Rishabh's talents, she clarified, “He learnt very intensively with someone very dear to me, one of my father's senior disciples, Parimal Sadaphal, and he had a couple of lessons with my father, very informally, with Parimal uncle also in the room.”

“We knew him from childhood because he was the son of our instrument maker, Sanjay Rikiram Sharma. So somehow that has gone, blown up into some story of him being his last disciple or the youngest disciple, which isn't true. But he is super talented and deserves all success with or without that story,” she continued.

When Rishabh Rikhiram Sharma Called Himself "The Last Disciple Of Pandit Ravi Shankar"

In a video uploaded on his official Instagram handle, Rishabh Rikhiram Sharma can be seen playing the sitar. While the tunes are magical, it was his caption that instantly grabbed the attention of many. 

The side note read, “Music can heal, believes 24-year-old sitar player Rishab Rikhiram Sharma, who belongs to a family of luthiers and is the last disciple of late sitar maestro Pandit Ravi Shankar.”

Take a look:

When Rishab Rikhiram Sharma Spoke Of His Lineage With Ravi Shankar

In a previous conversation, Rishabh revealed his deep-rooted connection with Pandit Ravi Shankar. Calling the legendary musician his guru, he told Bani Anand that Ravi Shankar had once called his father, Sanjay Rikiram, and asked him to bring Rishabh to him. “Once we were there, Guruji was like, ‘OK, take out your sitar and play for me a little bit.' I played, and then he picked up his guitar and played the same composition,” he shared.

Talking about the turning point in his life, Rishabh shared, “After that, he turned to my parents and said, ‘With your permission, your kid has a lot of talent, I would love to be his guru and teach him,' and I saw my parents' jaw drop to the floor because God himself had come down and said, ‘Can I teach your child?' So my dad didn't have the courage to ask him. For him to offer to be my guru was amazing.”

On the work front, Anoushka Shankar is currently on her Chapters Tour 2026 in India, marking 30 remarkable years of celebrating music.



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5 Arrested, Rs 6 Crore Fine After Mumbai Metro Slab Collapse Kills 1

Taking action after a person died and three others were injured in the Metro slab collapse in Mumbai's Mulund on Saturday, the Maharashtra government has suspended an executive engineer and imposed a penalty of Rs 6 crore on the contractors and consultants involved in the project. 

Five employees of the contractors, including the project director, have been arrested. 

A slab of the under-construction Metro Line-4, which connects Wadala to Thane, fell on an auto-rickshaw and a car on the arterial LBS Marg in Mulund on Saturday afternoon. Ramdhan Yadav, a prominent local Samajwadi Party official and village head, who was travelling to a wedding, died, while three others were injured. 

Deputy Chief Minister and Urban Development Minister Eknath Shinde ordered the suspension of Executive Engineer Satyajeet Salve and said penalties totalling Rs 6 crore had been imposed on the contractors and consultants, Milan Road Buildtech and Louis Berger. 

Shinde also ordered a comprehensive safety and structural audit of the entire Metro stretch and announced an increased compensation of Rs 15 lakh for Yadav's family.

Police said they have arrested four employees of Milan Road Buildtech and one from the DB Hill LBG Supervisory company, including Project Director Harish Chauhan and two project managers. 

Chief Minister Devendra Fadnavis also said a thorough probe will be conducted into the incident and action will be taken against those responsible. 

Hitting out at the government, the Opposition said it does not value people's lives. 

Shiv Sena (Uddhav Balasaheb Thackeray) leader and Worli MLA Aaditya Thackeray said, "If you notice, pillars are already painted, before the work was completed... Even today, most infrastructure work has terrible barricading that either leads to traffic jams or vehicles falling into open pits... Life has no value under the BJP regime," he said.

Congress MP Varsha Gaikwad also asked whether the lives of Mumbai residents have "become cheap".

"Why are safety rules only on paper when Metro work is underway? Why weren't adequate safety arrangements made when work was in progress on such a busy road?" she asked. 



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'Bangladesh Comes First': Tarique Rahman On His Foreign Policy

After a sweeping victory in the 13th National Parliamentary Elections, Bangladesh Nationalist Party (BNP) chief Tarique Rahman, in a press conference, said that Bangladesh's foreign policy will prioritise the country's interests over others. "People come first," he said.

"Freedom loving pro-democracy people of the country have once again brought victory to the Bangladesh Nationalist Party," he said in English, before switching to Bangla.

"We have cleared ourselves regarding the foreign policy which is in the interest of Bangladesh, and the interest of the Bangladeshi people comes first. By protecting the interest of Bangladesh and the Bangladeshi people, we will decide our foreign policy," Rahman said.

Answering how the government would approach international relations, senior BNP leader Amir Khasru Mahmud Chowdhury said that the party would stick to multilateralism and not go after a country-centric approach.

That being said, Rahman's "Bangladesh First" policy aims to balance ties with neighbouring countries like India, China and Pakistan.

Bangladesh Nationalist Party chairman Tarique Rahman leaves after addressing a press conference in Dhaka on February 14, 2026

Bangladesh Nationalist Party chairman Tarique Rahman leaves after addressing a press conference in Dhaka on February 14, 2026
Photo Credit: AFP

The BNP leadership also highlighted how important safeguarding sovereignty, ensuring strategic autonomy and mutual respect would be to shape foreign relations.

How India Views The New Leadership

Humayun Kabir, who handles international relations for Rahman and is set to be a key official in the new regime, said the priority is to build a "stronger cooperation among our people".

He said India will be one of the countries that "we will visit", though he did not give a definite time.

"Obviously there are certain domestic priorities and then international engagements. Of course India will be one of the countries that we will visit, among other countries in the region," Kabir told NDTV.

India views the return of an elected leadership as an "opportune moment" to repair setbacks inflicted on the relationship. The focus now shifts to BNP's acting chairman, Tarique Rahman, whom Indian officials describe as someone they are "cautiously optimistic" about.

That optimism was reflected in the swift outreach from Prime Minister Narendra Modi, who posted on X that he was "delighted to speak" with Rahman and congratulated him on the "remarkable victory" in the elections. PM Modi reaffirmed India's commitment to peace, progress, and prosperity for both nations, emphasising the deep historical and cultural ties that bind the neighbours.

The BNP won 212 seats, compared with 77 for the Jamaat-e-Islami-led alliance, per the Electoral Commission.



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Friday, February 13, 2026

Abhishek Reaches Colombo Ahead Of India vs Pak Game, Says This About Health

Abhishek Sharma's participation in India's match against Pakistan here depends on his recovery from a stomach bug, but the swashbuckling opener arrived with the team on Friday, raising hopes of his return at the Premadasa on Sunday. Abhishek had missed India's match in New Delhi against Namibia on Thursday despite being released from a private hospital in the national capital. India will have a net session on Saturday evening, and Abhishek's fitness will be monitored closely before a final decision is taken.

In a video posted by Punjab Kings (PBKS), pacer Arshdeep Singh can be seen asking him, "How are you?"

To this, Abhishek replied, "Dal-rice, very good. Me? Good."

Parents arrive in Colombo

Meanwhile, the parents of the India opener also arrived in Colombo ahead of the Pakistan match. Rajkumar Sharma has been a constant source of support for Abhishek and has coached the left-handed batter since childhood. The parents were also present in Dubai during the Asia Cup.

If Abhishek continues to be unavailable, India can either persist with Sanju Samson or bring in the fit-again Washington Sundar to pair with Ishan Kishan at the top.

Having played his entire T20I career after the T20 World Cup win by the Rohit Sharma-led side in 2024, Abhishek has scored 1,297 runs in 38 matches and 37 innings at an average of 37.05 and a strike rate of 194.74, with two centuries, eight fifties, and a best score of 135. He entered the T20 World Cup as the world's top-ranked T20I batter.

In three matches against Pakistan, he has scored 110 runs at an average of 36.66 and a strike rate of 189.65, with a best of 74.

Following the toss against Namibia on Thursday, Indian skipper Suryakumar Yadav said about Abhishek, "Abhishek is still not fine; he will miss a game or two."

Earlier, the Indian opener was hospitalised due to a stomach infection, according to a BCCI source. The southpaw was not looking well during the team dinner at head coach Gautam Gambhir's residence on Sunday and was the first to leave the gathering.



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Iran, Trade, Taiwan On Cards As Trump Set To Meet Xi Jinping In Beijing

US President Donald Trump and Chinese leader Xi Jinping are set to tackle thorny issues dividing the two superpowers when they meet in Beiji...