🔬 Quantum noise can actually boost learning accuracy

Researchers at the University of Basel and University of Pavia found that controlled quantum noise can improve variational quantum algorithm accuracy. This work details a pre-training method identifying noise levels that induce equalization within quantum models. The findings, published on August 21, 2026, show noise reshapes the Riemannian manifold, preventing overfitting. This process allows optimization to converge on flatter parameter spaces for better generalization. The technique is model-design dependent and helps address barren plateaus in QNNs. 🧠

⚽ Kolkata Derby heats up for 135th Durand Cup final

East Bengal FC and Mohun Bagan Super Giant will clash in the final of the 135th Durand Cup at the Vivekananda Yuba Bharati Krirangan in Kolkata on Sunday. The Kolkata Derby is significant as Mohun Bagan won the opening group stage match 1-0. Mohun Bagan has scored 16 goals while East Bengal has scored 14 across their respective matches. Mohun Bagan aims for an 18th title, whereas East Bengal is looking to level the count at 17. The final promises a high-stakes battle between these historic rivals. ⚽

💀 Sinking City 2 is a horror fan's new obsession

The Sinking City 2 is a survival horror sequel developed by Frogwares, taking the series to a new, more combat-focused direction. It is set in a flooded, otherworldly version of 1920s Arkham, where player Calvin Rafferty fights Lovecraftian creatures. The game was built using Unreal Engine 5 and features four combat difficulty levels for player choice. While the combat feels similar to Resident Evil with limited ammo, the atmosphere is genuinely good. The narrative, driven by Calvin's quest to save Faye Bennett, provides a strong emotional core.

🔪 Dalit man hacked for love; anti-honour killing law demanded

A 23-year-old Dalit man, Praveen Kumar, was hacked to death on August 16 in Chennai. He was a resident of Kelambakkam in Chengalpattu district. The attack occurred amidst a history of such violence, with at least 59 honour killings in Tamil Nadu until March this year. Activists argue that the existing PoA Act is insufficient to curb these caste and class-based murders. The demand for a special law against honour killings has intensified following this incident. 💔

🏎️ Antonelli faces grid penalty at Italian GP

Toto Wolff confirmed Kimi Antonelli will receive a grid penalty at the Italian Grand Prix. This is because his team needs to install a new power unit to avoid technical problems. The penalty is for exceeding the permitted engine allocation elements. Mercedes hopes the Monza circuit helps Antonelli overcome this setback and gain points. The event is scheduled from September 4-6, and the penalty could be up to 10 positions.

🍏 Doctor shares 5 foods to avoid for gut health

An AIIMS-trained gastroenterologist, Saurabh Sethi, detailed five specific foods that negatively impact digestion. He advises against flavored oatmeal packets, packaged fruit juice, flavored yogurt, deli meats, and instant ramen. These items often contain high levels of added sugar, sodium, or preservatives that disrupt gut bacteria. Avoiding these foods can help reduce bloating and support better overall digestive health. This advice is general and should not replace professional medical consultation.

⚖️ SC overturns NGT fine against Art of Living

The Supreme Court set aside the National Green Tribunal's order holding the Art of Living Foundation liable for Yamuna Riverplain damage. The appeal was filed by Vyakti Vikas Kendra against the NGT's December 2017 ruling. The court found no direct evidence that the March 2016 World Culture Festival caused ecosystem damage. Consequently, the Bench directed the DDA to refund the Rs 5 crore fine paid by Vyakti Vikas Kendra. This decision relates to the festival that drew 3.5 million people globally.

🏥 Govinda spotted at Mumbai hospital amid marriage buzz

Govinda was recently seen leaving a hospital in Mumbai amidst claims surrounding his marital issues with Sunita Ahuja. His manager has stepped in to deny Sunita's recent allegations about him planning a second marriage with Komal Rani Swarnkar. Sunita had claimed she withdrew her divorce petition after these alleged marriage plans surfaced. Govinda himself was spotted wearing casual clothes and stated he was "Theek hoon" when questioned. The ongoing dispute continues to keep the estranged couple's personal life under public scrutiny. 🤷‍♂️

🏗️ Gadag to get a massive business hub 🏙️

A 35-acre Gadag-Betageri Business Centre is being planned for Gadag under a PPP model. H.K. Patil chaired the second consultation meeting at the district administrative complex on Saturday, August 22. The project spans seven sectors and includes a five-star hotel and convention hall, with an EOI having already been issued. Patil stressed that private partners must focus on public service alongside profit during development. Local traders are urged to submit suggestions by September 10 for this major boost to the region.

⚖️ SEBI to fix duplicate fine issue across exchanges

SEBI is proposing a new framework to eliminate instances where the same violation results in multiple fines from different stock exchanges. This regulatory move targets various stock exchanges across India to standardize penalty application. The proposal aims to address the issue of redundant penalties that have been reported over the past few quarters. This standardization is intended to create a fairer and more consistent compliance environment for market participants. SEBI plans to finalize the framework after further consultations with industry stakeholders in the coming months. ⚖️

💖 Rhea Chakraborty on early beauty pressure

Rhea Chakraborty shared her experience regarding the pressure to maintain a certain look at a young age. She discussed how she spent money on fixing her appearance when she was just 17 years old. This pressure has been a recurring theme in discussions about female standards of beauty. She highlighted the societal expectations placed upon young women regarding their looks. Moving forward, she aims to discuss this topic more openly with others. 💖