🔬 AI makes deepfake detection way more stable

Researchers introduced Momentum-Adaptive Switching (MAS) to fix high cross-fold variance in temporal deepfake detection models. This work was conducted by various researchers using datasets like Celeb-DF and FaceForensics++. The framework significantly reduced cross-fold variance and outperformed optimizers like AdamW during testing. MAS blends Adamax's gradient scaling with SGD's heavy-ball momentum for better training stability. Future work will focus on applying this stable framework across varied sequence lengths and probabilistic modeling. 🧐

👩‍⚖️ Madras HC adds women to State Bar Council

The Madras High Court nominated retired Justice VM Velumani and advocate Sudarshana Sundar as women members for the Bar Council of Tamil Nadu and Puducherry. Chief Justice Justice SA Dharmadhikari made these nominations after consulting the elected members of the State Bar Council. This move adheres to the Supreme Court’s August 4 order in Yogamaya MG v Union of India. The directive aimed to fix inadequate representation of women in legal bodies. The Registrar General has now asked the Bar Council Secretary to implement these nominations. 👩‍⚖️

⚠️ Galaxy S26 Ultra fix brings new screen issue

Some Galaxy S26 Ultra users are reporting new tiny dot-like marks on their screens. This issue appeared after receiving Samsung's calibration fix for a prior reddish tint problem in South Korea. The fix was distributed via the August 2026 software update or at a service center. Samsung has not confirmed any link between these new dots and the calibration process. Affected users are advised to monitor their displays and contact a service center if the marks persist. 📱

👓 AI Smart Glasses Market Set for Major Growth 🚀

The global AI Smart Glasses market is rapidly expanding due to wearable AI and real-time assistance features. This growth is happening across various regions, with North America being strategically important for adoption. The market was valued around US$592 million in 2025 and is forecast to hit US$3,386 million by 2032. This surge is fueled by generative AI improvements and the demand for hands-free computing in industries. Future trends show AI glasses evolving into more socially acceptable, everyday consumer eyewear.

🔫 Agra Police Nab Man, Seize Illegal Pistol

Agra's Etmad-ud-Daulah police recently made a significant arrest related to illegal weapons. They apprehended one man in the area of Agra. The police recovered an illegal 315-bore country-made pistol along with cartridges from the individual. This action highlights ongoing efforts to curb illicit arms trafficking in the region. Authorities are expected to proceed with further legal action against the arrested person.

🛑 Manipur Census postponed by Centre

The Centre has decided to defer the Census operations in Manipur as of Monday, August 31, 2026. This decision followed a high-level review meeting in New Delhi attended by Amit Shah and CM Yumnam Khemchand Singh. The postponement comes in response to demands from Meitei, Pangals, and Nagas for an NRC update before the Census. The Chief Minister thanked leaders for listening to the aspirations of Manipur's inhabitants. The High Court of Manipur also directed the deferral until further orders. 🗓️

✈️ China-Egypt air forces show off in rare refueling drill

Rare images surfaced showing a PLA YU-20 tanker refueling an Egyptian Rafale fighter during the joint China-Egypt Eagles of Civilization 2026 training. This significant event took place at several air bases across Egypt as part of the ongoing military exercises. The training involves joint sorties practicing air combat and aerial refueling operations. This demonstrates the high level of interoperability and mutual trust between the two air forces. Such cooperation prepares both militaries for scenarios requiring combined support in critical situations. ✈️

🔬 One shot keeps OA drugs working for weeks

Scientists at the University at Buffalo developed an injectable hydrogel for osteoarthritis treatment. This material transforms from a liquid to a depot inside the joint after a single minimally invasive injection. It can stay in the joint for several weeks while gradually releasing drug-loaded nanocarriers. This addresses the quick clearance of drugs in synovial fluid and provides controlled local exposure. The technology could also be used for post-traumatic OA and disc degeneration. 🧬

🏛️ Amaravati farmers get assurance on land return

District Collector C.M. Saikanth Varma assured farmers of returnable plots for Amaravati's second land pooling phase. This assurance was given at a meeting in Pedaparimi village, Tadikonda mandal, on Monday, August 31, 2026. The government is ready to start development works immediately if many landowners contribute their land. The Collector asked landowners to provide all documents and map their boundaries for accurate allotment. Officials promised to facilitate the process and promptly address any concerns raised by the farmers. 🤝

🧑‍⚖️ Conman jailed for pretending to be Supreme Court Judge

A conman named Sukesh Chandrasekhar received an eight-year rigorous imprisonment sentence last week. This happened at the Tis Hazari court in Delhi, presided over by Chief Judicial Magistrate Harshita Mishra. The offense stemmed from calls made on April 28, 2017, where he impersonated a South Indian Supreme Court judge. The court determined the goal was to influence judicial proceedings to secure bail in another case. The judge also warned about rising risks from AI-generated impersonations. 🧑‍⚖️

🧪 Sweeteners might affect future generations

New research suggests that popular sweeteners, sucralose and stevia, can alter gut health and gene activity in mice. The study, conducted by researchers at the Universidad de Chile, tracked 47 mice across two subsequent generations. These animals were tested for glucose tolerance and gut microbiome changes following sweetener exposure. Sucralose showed stronger and more persistent effects, altering inflammation and metabolism genes for two generations. Scientists suggest moderation is key while more human studies are needed 🧐.