Hooda demands probe into Congress MLAs manhandling incident

Hooda raised the issue soon after proceedings began, saying he was yet to get answers on whose orders the MLAs had been pushed around. He also questioned why placards were not allowed beyond the gate when MPs are allowed to hold protests at the main entrance of Parliament.

The demand, however, was turned down by Speaker Harvinder Kalyan. The Speaker reiterated that the staff was only discharging its duty by not allowing placards beyond the entry gate.

Speaker rejects Hooda's House committee probe demand

Kalyan's response drew a clear line on the matter — the staff acted within their mandate. The Speaker's refusal to form a committee means the issue will not be taken up for a formal inquiry within the House.

Hooda also said Chief Minister Nayab Singh Saini had used unparliamentary language, adding another layer to the confrontation between the opposition and the ruling side.

"He was yet to get answers on whose orders the MLAs had been pushed around and why placards were not allowed beyond the gate." — Bhupinder Singh Hooda, Leader of Opposition

Our Take: A question of procedure and protest rights

To put it plainly, this is a dispute about where protest is allowed and who gets to decide that. Hooda's comparison to Parliament is a fair point — if MPs can hold placards at the main entrance of Parliament, why can't MLAs do the same at the Vidhan Sabha gates?

At the same time, the Speaker's position is straightforward: staff were following rules. But the core issue remains unresolved — the opposition feels its members were physically pushed around, and they want accountability for that.

In our view, refusing a committee probe does not end the matter. It leaves the question of who gave the orders unanswered. For a healthy democracy, the opposition must have a clear space to protest, and the ruling side must ensure that space is respected without force.

The monsoon session continues, and this issue is likely to resurface. Whether it does or not, the demand for a probe has already put the spotlight on how protest is managed inside the Haryana Vidhan Sabha.

Academy Returns to Nurture Hockey Talent in Punjab's Border Districts

The academy, which has produced four internationals and two junior internationals, continues its mission to groom hockey talent from Punjab's border areas. Its focus remains on identifying and developing players from the border districts of Amritsar, Tarn Taran and Gurdaspur.

According to the original story, the academy was established in 2005 as the brainchild of former hockey Olympian Balwinder Singh Shammi. He harnessed talent in the border areas and brought in philanthropists to financially support the endeavour, making it a success.

Notable Alumni and Legacy of the Amritsar Hockey Academy

Among the academy's notable alumni is Ramandeep Singh, who represented India at the 2016 Rio Olympics. He also received the Maharaja Ranjit Singh Award, recognising his contributions to the sport.

"The academy has produced four internationals and two junior internationals, continuing to nurture hockey talent from Punjab's border districts." — Original Story

The reopening signals a renewed commitment to grassroots hockey development in a region known for producing skilled players. The residential programme will provide young athletes with training and support as they pursue careers in the sport.

Our Take: A Welcome Return for Border Region Hockey Development

To put it plainly, the reopening of this academy is good news for hockey in Punjab. The five-year gap caused by the pandemic disrupted the development of young players in the border districts. Bringing the residential programme back means a new generation of talent can now get proper training close to home.

What stands out is the academy's track record — four internationals and two junior internationals is a solid return for a regional academy. The fact that it focuses on border districts like Amritsar, Tarn Taran and Gurdaspur matters because these areas may not always get the same attention as bigger cities.

In our view, the induction of 60 young players is a strong start. The real test will be whether the academy can sustain this momentum and continue producing players who can represent India on the international stage. For now, the return of this institution is a positive step for hockey in the region.

The probe suggests a Dubai-based man of Punjab origin acted as a key link between ISI handlers and recruits in Punjab. Investigators believe this suspect helped coordinate activities and facilitated payments through hawala channels — an informal money transfer system.

How the ISI Recruitment Network Operated in Punjab

Police sources say the Dubai-based suspect served as a conduit for the network. The recruitment reportedly happened through social media platforms, particularly Instagram, where potential operatives in Punjab were identified and contacted.

The investigation stems from the arrest of Rashpal Singh, a resident of Sarafkot village in Gurdaspur. Police arrested him on August 27 in connection with the alleged espionage activities.

Arrest and Evidence in the Espionage Case

According to investigators, Rashpal had rented a shop opposite Mediway Hospital in New Sunder Nagar on Ferozepur Road in Ludhiana. The location is around 6 km from Baddowal Cantonment, a sensitive military area.

Investigators alleged that Rashpal had installed CCTV cameras at the rented shop. The proximity to the cantonment has raised concerns about surveillance of military movements and activities.

The case points to a pattern where social media platforms are being used to build networks for espionage. The use of Instagram as a recruitment tool and Dubai as a coordination hub shows how intelligence operations have adapted to modern communication methods.

Our Take: A Wake-Up Call for Security and Social Media Users

To put it plainly, this case reveals how easily social media can be weaponized for espionage. The alleged use of Instagram to recruit operatives in Punjab is a serious concern — not just for security agencies, but for ordinary users who might unknowingly interact with such networks.

The Dubai connection and the use of hawala channels show that these operations are well-organized and difficult to trace. The fact that a rented shop near a cantonment was allegedly used for surveillance highlights the need for stricter monitoring of properties near sensitive installations.

In our view, this probe should serve as a reminder that national security threats are no longer limited to physical borders. Intelligence agencies need to strengthen their digital surveillance capabilities, and the public should remain cautious about unusual online interactions that could have serious consequences.

The investigation is ongoing, and more details are expected to emerge as authorities continue to trace the full extent of the network.

He made the statement on Monday while replying to a question by Leader of Opposition Jai Ram Thakur during Question Hour.

CM Sukhu on Kullu childbirth death probe

Sukhu said it would be unfair to hold the treating doctor responsible without completing the inquiry. At the same time, he added, it would be equally wrong to ignore the possibility of medical negligence.

"The government will not protect anyone. Action will be taken on the basis of a free and impartial investigation by the Joint Director, Health," Sukhu said.

Appeal to not politicise the incident

The Chief Minister appealed to members not to view the incident through a political prism. He said the entire state was pained by the death of the young woman, who left behind a newborn.

"The government will not protect anyone. Action will be taken on the basis of a free and impartial investigation by the Joint Director, Health." — Chief Minister Sukhvinder Singh Sukhu

Our Take: Accountability must follow the inquiry

To put it plainly, this is a sensible position from the Chief Minister. He has not rushed to defend the doctor, nor has he jumped to conclusions about negligence. That is the right way to handle a sensitive case like this.

The key test now is whether the inquiry by the Joint Director, Health is truly independent and thorough. The family of Rajni Sharma deserves a clear answer on what went wrong. The assurance that the government will not protect anyone is welcome — but the public will be watching to see if that promise holds in practice.

This case also highlights a larger concern about maternal healthcare in the region. While the political debate continues, the focus should stay on the young woman who lost her life and the newborn she left behind. They deserve justice, not just assurances.

Bulk Drug Park Haroli Project Status and Environmental Clearances

Chauhan explained that the project faced some delay in obtaining environmental clearances because it falls under the red category of industries. However, he confirmed that the required clearances have now been obtained, tenders have been floated, and plots have been carved out at the site.

The minister's statement directly addresses the timeline for the Bulk Drug Park at Haroli, which is expected to become operational by March 2027. This project is part of the state's efforts to boost industrial development and create employment opportunities.

Political Exchange Over Youth Employment in Himachal Pradesh

The discussion was raised under Rule 130 by several MLAs, including Naina Devi MLA Randhir Sharma, Dharamsala MLA Sudhir Sharma, Sundernagar MLA Rakesh Jamwal, Churah MLA Hans Raj, and Jhandutta MLA JR Katwal.

During the debate, BJP legislators accused the Congress government of failing to create adequate employment opportunities for the state's youth. The minister's response about the Bulk Drug Park timeline came as part of his reply to these concerns about job creation.

"There had been some delay in obtaining environmental clearances for the Bulk Drug Park as it falls under the red category of industries. However, the required clearances had now been obtained, tenders floated and plots carved out." — Industries Minister Harshwardhan Chauhan

What the Bulk Drug Park Timeline Means for Una District

The March 2027 operational target for the Bulk Drug Park at Haroli represents a significant industrial project for Una district. The park is expected to play a role in the state's industrial growth strategy, though specific details about the scale of investment or expected job creation were not detailed in the minister's statement.

The project's progress — from environmental clearance to tenders and plot development — indicates that work is moving forward despite the earlier regulatory delays.

Our Take: Bulk Drug Park Progress Needs Clear Follow-Through

To put it plainly, the minister's announcement gives a concrete timeline for a project that has faced regulatory hurdles. The March 2027 target is now on record, which means the government can be held accountable if the deadline slips.

The political context matters here. The BJP's criticism about youth employment puts pressure on the Congress government to show results. The Bulk Drug Park is one visible project that could help answer that criticism — but only if it actually delivers jobs when it becomes operational.

For residents of Una district and the wider Himachal Pradesh, the key question is not just when the park opens, but what it will mean for local employment. The minister has given a timeline; now the focus should be on ensuring the project meets it and creates the opportunities the state's youth need.

This marks the first time in the university's history that the RSS-linked outfit has won the top post twice in a row. But the margin is not the most significant part of this story — the political arithmetic behind the win is.

Akali Dal's SOI Backs ABVP Instead of Contesting

Last year, the Congress' NSUI, the AAP's ASAP, and the Shiromani Akali Dal's Student Organisation of India (SOI) all contested separately and were routed. This year, the SOI did not fight Bidhan. Instead, it backed him.

The shift came after the SOI's own presidential nominee was rejected on technical grounds. The outfit announced on Sunday, a day before the election, that it would support the ABVP candidate rather than field a separate challenge.

What This Means for Akali-BJP Relations

The decision by the SOI to back an RSS-linked outfit is being read as a signal of shifting arithmetic between the Akali Dal and the BJP. Instead of competing against each other in the student arena, the two sides appear to have found common ground.

This is a notable departure from the previous election cycle, when the SOI went its own way and suffered a heavy defeat. By aligning with ABVP this time, the Akali Dal's student wing has effectively chosen cooperation over confrontation.

"Unlike last year, when the Congress' NSUI, the AAP's ASAP and the Shiromani Akali Dal's Student Organisation of India (SOI) all contested separately and were routed, this year the SOI did not fight Bidhan. It backed him." — Original story by Nitin Jain

Our Take: A Strategic Realignment in Student Politics

To put it plainly, this is not just a student election result — it is a political statement. The SOI's decision to back ABVP instead of contesting shows that the Akali Dal is willing to align with the BJP's ideological affiliate at the campus level.

In our view, this could have wider implications. If the Akali Dal and BJP are cooperating in student politics, it may signal a broader understanding between the two parties ahead of larger electoral battles. The rejection of the SOI nominee on technical grounds may have forced the issue, but the outcome reveals a clear preference for alliance over rivalry.

For students and observers of Punjab politics, this is a development worth watching. The arithmetic that produced this result — with the SOI stepping aside — tells us more about the direction of Akali-BJP relations than the vote margin itself.

Birthday Party Shooting Leaves Two Injured

The victims have been identified as Salman, a local youth, and Suman, a girl. Both sustained gunshot wounds and were rushed to the Civil Hospital, Phase VI. Suman suffered a bullet injury in the abdomen and was reported to be in a serious condition, while Salman was hit in the arm. Both were later shifted to the Post Graduate Institute of Medical Education and Research (PGI) in Chandigarh for advanced treatment.

The police arrived at the spot shortly after the incident and launched an investigation into the attack.

Police Investigation and Suspected Motive

Investigating officer Bhagat Ram of the Phase I police station confirmed that CCTV footage from nearby areas is being scanned to identify the assailants. According to the officer, the incident is suspected to be linked to a financial dispute, though no arrests have been made so far.

"CCTV footage from the nearby areas was being scanned to identify the assailants. The incident is suspected to be linked to a financial dispute." — Investigating Officer Bhagat Ram

What Happens Next in the Mohali Shooting Case

The investigation is ongoing, with police focusing on tracing the attackers through surveillance footage. The condition of the injured victims, particularly Suman, remains a key concern as she was in a serious state when admitted.

Our Take: A Disturbing Attack on Young Lives

To put it plainly, this incident is deeply troubling. A birthday party — a moment meant for joy — turned into a scene of violence. The fact that the attack is suspected to stem from a financial dispute raises serious questions about how personal conflicts are being resolved with firearms.

In our view, the police must act swiftly to apprehend the culprits. Leaving such an attack unresolved would only embolden others to settle scores with violence. The safety of young people celebrating in their own villages should never be compromised. We urge authorities to prioritize this case and ensure the victims receive full justice and proper medical care.

Who is Grupo Boticário and what does the company do?

Grupo Boticário is a Brazilian company with a strong global footprint. It owns major beauty brands including O Boticário, Eudora, Quem Disse, Berenice?, Vult, O.U.i, Dr. JONES, and TRUSS. The company also runs the marketplace Beleza na Web and works with licensed products such as Australian Gold, Bio Oil, Nuxe, and Pampers, along with a division for the B2B market.

The company describes its operations as a beauty ecosystem — an interaction between different brands, assets, platforms, franchise networks, representatives, distributors, retailers, sellers, and suppliers. Grupo Boticário also offers digital business management solutions for Brazilian retail through its brands Mooz and GAVB.

Scale of operations and the Analytics Engineer role

Grupo Boticário employs more than 19,000 direct workers. Its retail network includes over 4,000 stores spread across 1,780 Brazilian cities. This large-scale operation creates a need for specialized roles like the Analytics Engineer Especialista I, particularly in the pricing area.

The Pricing focus of this analytics role suggests the company is investing in data-driven approaches to manage pricing strategies across its many brands and sales channels. Given the size of the ecosystem — from physical stores to digital marketplaces — pricing analytics plays a key part in keeping the business competitive.

What this hiring signals for the beauty industry

This job opening shows how traditional beauty companies are now competing on data and technology, not just products. Grupo Boticário's move to hire an analytics engineer focused on pricing reflects a broader trend where retail giants use data to make smarter decisions.

For job seekers in the analytics field, this role offers a chance to work at a company with real scale — multiple brands, thousands of stores, and an international presence. The position sits at the intersection of technology and commerce, which makes it valuable for professionals looking to grow in the data space.

Our Take: Data roles are becoming central to retail success

In our view, this hiring announcement tells us something important about where the retail beauty industry is heading. Grupo Boticário is not just filling a technical position — it is building the infrastructure to make pricing decisions based on data across its entire ecosystem.

With over 4,000 stores and multiple brands, even small pricing improvements can have a major impact on revenue. The fact that the company is creating a specialized role for this work shows it takes this seriously. For anyone considering a career in analytics, roles like this one at large consumer companies offer both stability and the chance to work on problems that directly affect business performance.

To put it plainly, the Analytics Engineer Especialista I (Pricing) role at Grupo Boticário is a sign of how data-driven the beauty business has become. Companies that invest in these skills now will be better positioned to compete in the years ahead.

Product Owner Role at Appriss Retail: Owning the Build

The Product Owner will own the Build &a... — the description cuts off, but the core responsibility is clear: this person leads the development side of products that unify high-quality data for omnichannel retail operations. According to Appriss Retail, the company's products — Engage to reduce returns, Secure to cut shrink, and Incident to centralize visibility — help retailers move from reactive loss control to strategic profit protection.

This is not a niche back-office role. The company's tools cover 40% of all U.S. transactions and operate in 45 countries. More than 60 of the top 100 U.S. retailers trust Appriss Retail to deliver lasting performance improvement. A Product Owner here would directly influence decisions that put "hundreds of millions back to the bottom line," as the company puts it.

What the Product Owner Will Work On

The role focuses on the Build side, meaning the Product Owner likely coordinates between business needs and technical teams to ship features that retailers actually use. The products in play are:

• Engage — designed to reduce returns
• Secure — built to cut shrink
• Incident — centralizes visibility for incident management

These tools work together to give retailers better operations decisions and strengthen accountability. For a Product Owner, that means translating retail pain points into software requirements and ensuring the final product delivers measurable results.

Why This Role Matters for Retail

Retail loss is a constant pressure point. Shrink — the gap between recorded and actual inventory — eats into margins, and returns add another layer of cost. Appriss Retail's approach is to unify data across all channels so retailers can spot problems early and act strategically rather than just reacting to losses after they happen.

The Product Owner role is central to that mission. Without someone owning the build, the products would not evolve to meet changing retail challenges. The company's scale — 40% of U.S. transactions — means the decisions made in this role ripple across a massive portion of the retail economy.

Our Take: A Role With Real Bottom-Line Impact

To put it plainly, this is not a typical product job. Most Product Owners manage features; this one manages tools that directly affect profitability for the largest retailers in the country. The company's own numbers — 60+ of the top 100 U.S. retailers — show the trust level involved.

What stands out is the clarity of the mission. Reduce returns, cut shrink, manage incidents. That is it. The Product Owner does not need to guess what success looks like — it is measured in dollars saved and losses prevented. For someone who wants to see a direct line from their work to a client's bottom line, this role offers that in spades.

The only downside is the incomplete job description. The "Build &a..." cut-off leaves some ambiguity about the exact scope. But based on what is available, this is a high-responsibility role at a company with real market reach. If you are a Product Owner who likes clear metrics and tangible outcomes, this is worth a serious look.

For more details, visit Appriss Retail.

Windows NT On GameCube: How The Mod Works

The process involves installing an older version of Windows onto the Nintendo GameCube hardware. This is not a simple task — it requires technical skill and a deep understanding of both the console's architecture and the operating system itself.

The modders behind this project took a console that many would consider obsolete and transformed it into something unexpected. Instead of playing classic GameCube games, the console now boots into Windows NT, showing that old hardware can still be useful in creative ways.

Why Modders Target Old Gaming Hardware

This project is part of a broader trend among tech enthusiasts who enjoy repurposing outdated devices. The original story notes that modders often find purpose for old tech that's collecting dust. Rather than letting a 25-year-old console sit unused, these modders gave it a second life.

The choice of Windows NT is notable because it is itself an older operating system. Pairing an old OS with old hardware creates a unique combination that appeals to retro computing fans and modding communities alike.

What This Means For Retro Tech Enthusiasts

For people interested in retro technology, this project shows what is possible with determination and technical know-how. It demonstrates that even hardware considered outdated can still run software in unexpected ways.

The installation process is not something the average user would attempt. It requires specialized knowledge and careful execution. But for those with the skills, it opens up new possibilities for what old consoles can do.

Our Take: Old Tech Deserves A Second Chance

In our view, this project is a perfect example of why we should not rush to throw away old technology. A 25-year-old GameCube running Windows NT may not be practical, but it is a reminder that innovation often comes from unexpected places.

Modders continue to push the boundaries of what hardware can do, long after manufacturers have moved on. This project is not about usefulness in the traditional sense — it is about curiosity, creativity, and the joy of making something old work in a new way.

To put it plainly, this is the kind of story that reminds us why the modding community matters. They see potential where others see junk, and they are willing to put in the work to prove it.

The legal action centers on Amazon's advertising practices. According to the lawsuit, the company has been charging advertisers more than it should have, without their knowledge.

Amazon Advertising Lawsuit: What the FTC and States Allege

The lawsuit says Amazon's actions were not a one-time mistake. Instead, the company's "deception continues to this day," according to the original story.

This means the alleged overcharging has been ongoing for years. The FTC and the 22 states involved are taking action to hold Amazon accountable for these practices.

What "Secretly Overcharging" Means for Advertisers

Advertisers use Amazon's platform to promote their products. They expect to pay a fair price for these services. The lawsuit claims Amazon took advantage of this trust by charging more than agreed.

The phrase "secretly overcharging" suggests advertisers were not told about the extra costs. This could mean Amazon changed prices or added fees without proper notice.

"The company's 'deception continues to this day,' the lawsuit says." — Original Story

Our Take: Why This Lawsuit Matters

In our view, this lawsuit is a big deal for anyone who sells products on Amazon. If the claims are true, advertisers have been paying more than they should for years. That is not fair.

This case also sends a message to big tech companies. They must be transparent about how they charge customers. When a company like Amazon is accused of hiding costs, it hurts trust in the entire marketplace.

For advertisers, this lawsuit is a reminder to review their bills carefully. For consumers, it shows that even the largest companies can face consequences for their actions.

The outcome of this case could change how Amazon handles advertising fees in the future. It may also encourage other companies to be more open about their pricing.

The company took to Instagram to address the theft directly. "STOLEN— 40,000lbs of beer," the post read. "We don't fault you for wanting to brag to your friends how much PBR you have, we just wish you obtained it the honorable way."

PBR's Unusual Offer to Thieves

Instead of just calling the police, PBR made a surprising move. The company gave the thieves a deadline of "18 days and 44 minutes" to return the beer with "no questions asked." The offer is simple: bring the beer back, and the company won't ask how you got it.

This kind of offer is rare in the business world. Most companies would simply file a police report and let the legal system handle it. But PBR seems to want its product back more than it wants to make an example of the thieves.

California Prosecutors May Not Play Along

Here's the catch: PBR's promise of "no questions asked" only applies to the company itself. California prosecutors are a different story entirely. Even if the thieves return every single can of beer, law enforcement could still decide to press charges.

In California, theft of this scale is a serious crime. 40,000 pounds of beer is not a minor shoplifting incident — it's a major theft operation. Prosecutors have the authority to pursue charges regardless of what the victim company says.

The situation puts the thieves in a tough spot. If they return the beer, they might still face criminal charges. If they don't return it, they're sitting on a massive amount of stolen goods that will be hard to sell or consume before the police find them.

"We don't fault you for wanting to brag to your friends how much PBR you have, we just wish you obtained it the honorable way." — Pabst Blue Ribbon via Instagram

What Happens Next for the Stolen Beer

The clock is ticking. The thieves have until next Tuesday to take PBR up on its offer. After that, the "no questions asked" deal is likely off the table.

For the thieves, the math is simple but the decision is hard. Returning the beer means giving up a huge haul. Not returning it means risking a criminal investigation that could lead to serious legal trouble.

For PBR, the priority seems to be getting the product back. The company's lighthearted tone on Instagram suggests they're trying to resolve this without a lengthy legal battle. But whether the thieves cooperate remains to be seen.

Our Take: A Clever Move That May Not Be Enough

PBR's approach here is smart from a public relations standpoint. By making a joke about the theft and offering a no-questions-asked return, the company keeps the story light and avoids looking like a victim. It also gives the thieves a face-saving way out.

But the reality is that this offer doesn't protect anyone from the law. California prosecutors have their own job to do, and a company's promise doesn't override criminal law. The thieves might return the beer and still find themselves in court.

To put it plainly: this is a gamble. PBR is betting that the thieves will take the deal and the whole thing will blow over. But if prosecutors decide to investigate, the "no questions asked" promise won't mean much. The thieves should think carefully about whether returning the beer actually solves their problem — or just makes it easier for the police to find them.

What the EU's Tougher Online Safety Rules Mean for ChatGPT and Reddit

The new designation brings significant responsibilities. According to the European Commission, these platforms must now comply with additional obligations, including removing illegal content and protecting the privacy and security of minors.

The move is part of Brussels' broader effort to figure out how its existing digital regulations apply to rapidly evolving AI services. As AI chatbots like ChatGPT become more integrated into daily life, regulators are working to ensure they meet the same safety standards as traditional online platforms.

Potential Fines for Non-Compliance Under the Digital Services Act

The stakes are high for all three companies. If they fail to meet the new requirements, they could face fines of up to 6 percent of their global revenue. For companies of this size, that represents a substantial financial risk.

The European Commission's decision signals that the EU is serious about holding AI and online platforms accountable. The Digital Services Act was designed to create a safer online environment, and extending it to AI services shows the regulator's intent to keep pace with technological change.

"The designation means all three services will face additional obligations such as removing illegal content and protecting the privacy and security of minors and could face fines of up to 6 percent of their global revenue if they fail to comply." — European Commission

What This Means for Users of ChatGPT, Reddit, and Roblox

For everyday users, this change could mean more proactive content moderation and stronger privacy protections, especially for younger users. The requirement to protect minors is particularly significant, as both Reddit and Roblox have large younger user bases, and ChatGPT is increasingly used in educational settings.

The classification also puts these platforms under closer scrutiny from EU regulators, who will now monitor their compliance with the Digital Services Act more closely.

Our Take: A Necessary Step for AI Accountability

In our view, this move by the European Commission is a necessary step. AI services have grown so quickly that regulations have struggled to keep up. By classifying ChatGPT, Reddit, and Roblox under the same rules as other major platforms, the EU is closing a gap that could have left users unprotected.

To put it plainly, this is about accountability. If a platform operates at a scale that reaches millions of Europeans, it should be held to the same standards as other large platforms. The 6 percent fine is a strong deterrent, and it sends a clear message: safety rules apply to everyone, including the newest AI technologies.

For companies like OpenAI, this is a reminder that innovation must come with responsibility. For users, it is a reassurance that regulators are paying attention to how these tools affect our online lives.

The lawsuit, filed Friday by publishers including Sony, EMI, and Warner Chappell, comes after Anthropic admitted to pirating more than 7 million books to train its AI systems. The publishers say this is just the tip of the iceberg.

Music Publishers Challenge $1.5 Billion AI Settlement

"$1.5 billion is obviously not a large enough settlement to deter infringing conduct by a company that has parlayed such mass infringement into a staggering $2-trillion-dollar valuation," the music publishers said in their lawsuit.

The publishers argue that Anthropic's illegal torrenting went far beyond books. They allege the company also used "thousands upon thousands" of their copyrighted musical compositions without permission.

Internal Staff Chats Praising Piracy Cited as Evidence

According to the lawsuit, internal communications from Anthropic staff are being cited as evidence of a culture that tolerated or even celebrated copyright infringement. The chats reportedly include messages extolling the benefits of Zlibrary, a popular pirate ebook repository.

One message, which has become a focal point of the case, reportedly reads "Zlibrary my beloved" — suggesting staff members viewed the piracy site with affection rather than concern.

"$1.5 billion is obviously not a large enough settlement to deter infringing conduct by a company that has parlayed such mass infringement into a staggering $2-trillion-dollar valuation." — Music Publishers' Lawsuit

What This Means for AI Companies and Copyright Law

This lawsuit signals that content creators are not satisfied with the current approach to compensating them for AI training data. The music industry is taking a harder line than the authors who accepted the earlier settlement.

The case raises serious questions about how AI companies source their training data. If internal chats show employees knowingly using pirated content, it could suggest the infringement was not accidental but part of a deliberate strategy.

For the broader tech industry, this legal action serves as a warning: using copyrighted material without permission — even for AI training — carries real consequences, and rightsholders are watching closely.

Our Take: A Settlement Is Not a License to Steal

To put it plainly, this lawsuit exposes a troubling pattern. Anthropic paid $1.5 billion for pirating millions of books, but the music publishers are right to point out that this may not be enough to stop similar behavior in the future.

The internal chats are particularly damaging. When staff members openly praise a piracy site like Zlibrary, it suggests the company's approach to copyright was not a one-time mistake but a systemic issue. That changes the nature of the case from negligence to something more deliberate.

What readers should take from this is simple: AI companies need to clean up their data sourcing practices now. The era of quietly scraping whatever is available online is ending. Rightsholders — whether authors, musicians, or publishers — are demanding accountability, and courts are starting to agree.

The outcome of this lawsuit could set a precedent for how much AI companies must pay when they use creative works without permission. For now, the message is clear: piracy is piracy, even when it happens inside a multi-trillion-dollar tech company.

Why Instagram is limiting undisclosed AI profiles

The decision targets accounts that present themselves as real people but are actually powered by artificial intelligence. These profiles have been spreading across the platform, often promoting products or building large followings without being transparent about their AI nature.

According to the original story, the change is a direct response to rising user frustration. People have become increasingly annoyed by AI influencers who do not label themselves as AI. By limiting their reach, Instagram aims to reduce the visibility of these undisclosed accounts.

What this means for AI influencers on Instagram

Profiles that do not disclose their AI-generated status will now see their content reach fewer people. This means fewer views, fewer followers, and less influence for those who do not come clean about being AI.

The policy specifically targets undisclosed AI profiles. It does not appear to punish AI accounts that are transparent about their nature. This distinction is important — it suggests Instagram is not against AI content itself, but against deception.

Our Take: Transparency is the right call

In our view, this is a sensible move from Instagram. The problem was never AI influencers themselves — it was the lack of honesty. When users follow an account, they deserve to know if they are interacting with a human or a machine.

Limiting reach is a smart enforcement tool. It does not ban AI profiles outright, but it creates a strong incentive for them to disclose their AI nature. If you want to grow on Instagram, you now have to be honest about what you are.

To put it plainly, this is a win for regular users. It makes the platform more trustworthy and reduces the confusion caused by AI accounts pretending to be people. The message is clear: if you are AI, say so — or lose your audience.

This move gives the U.S. military a single, centralized access point for some of the most well-known commercial AI systems currently available. Instead of using separate platforms for different AI tools, personnel can now find multiple options in one place.

What This Means for Military AI Access

The portal is designed to streamline how the Department of Defense uses AI. By hosting ChatGPT, Grok, and Gemini together, the Pentagon is signaling that it wants its personnel to have a range of AI options rather than relying on a single system.

Each of these AI tools has different strengths. ChatGPT is widely used for general-purpose tasks like drafting text and answering questions. Grok, developed by SpaceXAI, is positioned as a real-time information tool. Gemini, from Google, is known for its multimodal capabilities, handling text, images, and more.

Having all three on one portal means military users can pick the tool that best fits a specific task, rather than being locked into one provider's system.

Why the Pentagon Is Centralizing AI Tools

The move reflects a broader trend in government and defense: adopting commercial AI technology to improve efficiency and decision-making. By putting these tools on a central portal, the Pentagon can manage access, security, and usage more effectively.

This approach also allows the military to test and compare different AI systems in real-world scenarios. If one tool performs better for a certain type of work, personnel can switch to it without needing a separate login or platform.

It is important to note that these are versions of the commercial tools, meaning they may be customized or configured for military use. The exact details of how they are deployed or what safeguards are in place have not been fully disclosed.

Our Take: A Practical Step Toward AI Adoption

In our view, this is a sensible and practical move by the Pentagon. Rather than betting on a single AI provider, the military is giving its people choices. That is smart because no single AI model is best at everything.

Centralizing access also makes sense from a management perspective. It is easier to secure, monitor, and update one portal than to manage multiple separate AI subscriptions across a large organization like the Defense Department.

That said, the real test will be in how these tools are actually used. Giving personnel access to ChatGPT, Grok, and Gemini is one thing. Ensuring they use them responsibly, with proper oversight and security, is another. The Pentagon will need clear guidelines on what these AI tools can and cannot be used for, especially in sensitive military contexts.

For now, this is a clear signal that the U.S. military intends to stay at the forefront of AI adoption. By bringing the most popular commercial AI systems under one roof, the Pentagon is making it easier for its people to leverage the technology — and that is a step worth watching.

Congress Leaders Question FIR Against Rahul Gandhi

Congress leaders Randeep Surjewala, Kumari Selja, and Pawan Khera have questioned the action against Rahul Gandhi. They accuse the BJP of promptly booking a leader who spoke against the alleged act, while taking no action against those accused of carrying it out.

The party's response suggests they see this as a pattern of targeting opposition leaders rather than addressing the underlying issue. The Congress leaders are asking a pointed question: why is there an FIR against Rahul Gandhi for speaking up, but no case against the people who allegedly performed the "shuddhikaran"?

'Stop Making an Issue Out of the FIR'

The Congress party's message is clear — they want the focus shifted from the FIR against Rahul Gandhi to the alleged act itself. The party is pushing back against what they see as a distraction from the real controversy.

"Stop making an issue out of the FIR against Rahul ji. When a person against whom the BJP has filed 40-50 cases across the country has one more FIR lodged against him, what difference does it make. The real issue isn't the FIR against..." — Congress leaders

This statement highlights the party's frustration. They point out that Rahul Gandhi already faces dozens of cases across the country, so one more FIR is not the real story. The real story, according to them, is the alleged "shuddhikaran" and the lack of action against those responsible.

What Is the 'Shuddhikaran' Controversy?

The controversy centers on an alleged act of "shuddhikaran" — a term that refers to a purification ritual — performed on a stage used by Mallikarjun Kharge in Haldwani. The Congress party views this as a deliberate act of disrespect against their party president.

The party's argument is straightforward: if the act was offensive enough to warrant an FIR against Rahul Gandhi for speaking about it, then it should also warrant action against those who allegedly carried it out. The Congress is demanding equal treatment under the law.

Our Take: The Real Issue Is Accountability

To put it plainly, the Congress party has a point. If the alleged "shuddhikaran" was a serious offense, then the people who performed it should face consequences. If it was not a serious offense, then why is Rahul Gandhi being booked for speaking about it?

The party's strategy here is clear — they are trying to flip the narrative. Instead of defending Rahul Gandhi against yet another FIR, they are asking a more uncomfortable question: why is the BJP government in Uttarakhand protecting those accused of the act while targeting the leader who spoke against it?

This is not just about one FIR or one political leader. It is about whether the law is being applied equally to everyone. The Congress is essentially challenging the BJP to either book the accused or explain why they have not been booked. Either way, the party is putting the spotlight back on the original controversy.

For readers, this is a story about political accountability and the selective application of justice. The Congress is asking a fair question, and it deserves a straight answer.

The move comes as the police force works to modernize its operations with AI-based digital tools. These efforts are designed to make police work more efficient and better organized.

AI-Powered Digital Solutions for Police Work

Haryana Police is developing several digital solutions using AI-based technologies. Two key systems are being built in-house: a Grievance Management System and a Court Returns Portal.

These systems aim to make the management of complaints and court-related information more systematic. They will also improve data processing and help with necessary follow-up actions through technology.

The Grievance Management System is expected to streamline how complaints are handled. The Court Returns Portal will manage court-related information more effectively, reducing delays and improving record-keeping.

Building on an Existing Digital Ecosystem

Haryana Police already operates a citizen-centric digital ecosystem. This system provides various online services and police-related information to the public.

The new AI task force will build on this foundation. Its focus is on making sure technology is used securely while expanding these digital services.

Why the Task Force Matters Now

Haryana DGP Ajay Singhal pointed out that criminals are increasingly adopting technology. This makes it essential for the police to respond with advanced digital tools of their own.

The task force will likely guide how the police adopt AI while keeping data secure. It represents a structured approach to modernizing law enforcement in the state.

Our Take: A Necessary Step for Modern Policing

In our view, this is a practical and timely decision. Criminals using technology is a growing problem, and police forces must keep pace. Creating a dedicated AI task force shows that Haryana Police is taking this seriously.

The focus on "secure use" of technology is particularly important. AI can improve efficiency, but it also brings risks around data privacy and misuse. Having an IPS-rank officer lead the task force adds accountability and experience to the effort.

For the public, these changes could mean faster complaint resolution and better access to police services. The Grievance Management System and Court Returns Portal are practical examples of how AI can improve daily police work.

That said, the success of this initiative will depend on execution. Building the systems is one step; training officers and ensuring data security are equally critical. We will be watching how this task force translates its goals into real improvements on the ground.

The delegation met the Governor after a meeting of the Congress Legislative Party. The meeting came days after Congress MLAs took part in a peaceful march toward the Legislative Assembly building, raising slogans and carrying placards.

What Happened on August 27

The Congress MLAs had scheduled a programme to register their protest on several issues. These included unemployment, inflation, law and order, theft of temple donations at Ram Mandir in Ayodhya, paper leaks, and the caste-based insult directed at Congress national president Mallikarjun Kharge.

According to the original report, the MLAs marched peacefully toward the Legislative Assembly building on August 27. The party memorandum submitted to the Governor said, "The presence of a massive Haryana Police contingent at this entry point was..." — the statement points to a heavy police presence at the location where the alleged manhandling took place.

Congress Delegation's Complaint to the Governor

The delegation's main complaint centers on the alleged manhandling of Hooda and other party MLAs during the August 27 protest. The party has submitted a memorandum to the Governor detailing the incident and seeking action.

The meeting with the Governor came after the Congress Legislative Party held its own discussions on the matter. The delegation chose to take the issue directly to the Governor's office rather than only raising it in the assembly.

Our Take: Why This Meeting Matters

To put it plainly, this is a serious charge. When elected MLAs say they were manhandled by police during a peaceful protest, it raises questions about how dissent is handled in the state.

The Congress delegation has done the right thing by taking the complaint to the Governor in writing. A memorandum creates a formal record. Now the Governor's office must respond — either by ordering an inquiry or by clarifying what exactly happened on August 27.

What matters most here is the facts. The MLAs say they were peaceful. The police presence was heavy, according to the party's memorandum. Someone needs to establish what actually occurred. The public deserves a clear answer on whether the protest stayed peaceful and whether the police response was proportionate.

This is not just about one party or one incident. It is about whether elected representatives can protest without fear. The Governor now has the responsibility to look into the complaint and give a fair response.

Rajoana’s Tribute to Dilawar Singh as ‘Quomi Shaheed’

The advertisements mark a significant moment in Punjab’s political discourse. Rajoana, who is lodged in Patiala Central Jail, was convicted in the 1995 assassination case. In that attack, Dilawar Singh, a former Punjab Police constable, acted as the suicide bomber. Rajoana served as the back-up bomber in the operation.

The term ‘Quomi Shaheed’ reflects an interpretation of the militancy era in the state, which fought hard for two decades to eradicate militancy. The tribute has now reopened questions about how that period is remembered and discussed in public life.

Political Significance of the Timing

The timing of the tribute is significant. It comes as Punjab continues to grapple with the legacy of the militancy years. Rajoana was sentenced to death for the assassination of the former chief minister and 17 others. His continued status as a convict, and now this public tribute, has placed the spotlight back on the events of the 1990s.

The use of the term ‘Quomi Shaheed’ — which translates to ‘national martyr’ — is particularly striking. It directly challenges the official narrative that treated the militancy era as a criminal insurgency that needed to be crushed. For many in Punjab, the term carries deep emotional weight, while for others it remains a painful reminder of the violence that claimed many lives.

Punjab’s Violent Past Returns to Political Discourse

This development has brought Punjab’s violent past back into political focus. The assassination of Beant Singh was one of the most consequential events in the state’s modern history. The fact that a convicted figure in that case is now publicly honouring his associate as a martyr signals that the wounds from that era have not fully healed.

The advertisements also raise questions about the ongoing legal status of Rajoana. As a death-row convict, his case has been the subject of repeated legal and political debates. This tribute adds another layer to that ongoing conversation.

Our Take: A Reminder That Punjab’s History Remains Unsettled

In our view, this tribute is more than just a personal gesture from a convict. It is a clear signal that the interpretation of Punjab’s militancy era remains deeply contested. The term ‘Quomi Shaheed’ is not neutral language — it is a deliberate political statement that challenges the state’s official account of those years.

To put it plainly, this development forces Punjab’s political class to confront a question it has often avoided: how should the state remember the men who carried out the assassination of a sitting chief minister? For the families of the 17 others who died in that blast, the tribute will be deeply painful. For those who sympathise with Rajoana’s cause, it is a validation of their own reading of history.

What is clear is that nearly 31 years later, the violence of the 1990s has not faded from public memory. This tribute ensures that Punjab’s violent past remains a live political issue — one that will not be easily resolved.