tech LLM model formats like GGUF, GPTQ, and AWQ deal with how model weights are stored and squeezed. Containers define disk storage while quantization methods reduce bit usage for efficiency. GGUF, replacing older GGML, is a single-file binary format supporting diverse metadata. GPTQ is a one-shot post-training method using Hessian info for weight rounding. These formats allow running massive models on less powerful hardware. 🧠
world Sensitive F-35 components, including a stealth canopy, were unexpectedly diverted to Hong Kong this summer while en route from Australia to the US for repairs. This incident has triggered a major Pentagon inquiry into potential technology theft by China. The parts were being moved by an intermediary for Lockheed Martin when the rerouting occurred over the Pacific. Authorities are currently working to recover the missing equipment and investigate the diversion's reasons. Further briefings on this national security issue are expected from State and Pentagon officials in the coming weeks. 🧐
health Researchers observe that ADHD symptoms shift across the lifespan in the United States. Hyperactivity is more common in young children, while inattention tends to become more persistent with age. A 2021 study found about 10% of participants achieved remission by young adulthood. For older individuals, hyperactivity can become inner restlessness instead of outward action. Treatment often involves behavioral interventions, medication, or a mix, depending on the symptoms. 🧠
The Kerala Advocate General advised the State government to accept the ED's report regarding the CMRL-Exalogic pay-off case. The report names former CM Pinarayi Vijayan, T. Veena, P.A. Mohamed Riyas, and others in money laundering allegations. This was reported to the State Police Chief last week, involving Sasidharan Kartha, MD of Cochin Minerals and Rutile Limited. Legal experts state the police must register the FIR under the Prevention of Money Laundering Act, 2002. A final decision awaits the Advocate General's meeting with State Chief Minister V.D. Satheesan. ⚖️
entertainment Childhood friends from the 1976 batch recently reunited at their old school to relive their student days. The group, including Rakesh Nagar's friends, dressed up in school uniforms, backpacks, and water bottles. This nostalgic event took place at the same school where they spent their childhood decades ago. They recreated childhood games like pitthu and the schoolyard train dance. Viewers found the reunion heartwarming, inspiring others to cherish old friendships.
Blackstone believes India is approaching a significant tipping point for foreign investment. This observation comes from their analysis of the Indian market dynamics. The firm noted that inflows have been robust throughout the recent fiscal periods. This suggests strong international confidence in India's economic growth trajectory. Investors are expected to further pour money into the country as this momentum continues. 📈
health India's top drug advisory panel recommended mandatory CCTV surveillance at every pharmacy counter to curb illegal drug trafficking. This recommendation came after the Drugs Technical Advisory Board (DTAB) met on August 27. The move now faces opposition from chemists, highlighted by the AIOCD's letter dated September 17. Chemists argue the required infrastructure cost of around Rs 50,000 to 1 Lac is unaffordable for small businesses. They also point out technical issues like power failures and suggest a source-based tracking system instead. 💊
business The $100,000 fee for H-1B non-immigrant visas has been extended by Donald Trump's executive order until September 21, 2027. This decision was announced by the White House, noting that underlying reasons for the restrictions persist. Since the fee and new selection system, registrations from top IT firms have dropped by 92%. Furthermore, registrations for beneficiaries with at least a U.S. Master’s degree increased from 45.1% in FY 2026 to 66.1% in FY 2027. This matters for Indians as they hold the largest share of approved H-1B beneficiaries by country of birth.
entertainment The latest winning numbers for various Teer games were released for September 19, 2026. This information pertains to Shillong Teer, Juwai Teer, and Khanapara Teer across Meghalaya. For example, Shillong Morning Teer had a first-round winning number of 22. The game itself is an archery-based activity conducted in two rounds under local regulations. Participants must verify these results through the official organizing bodies.
business A senior official from the Ministry of Housing and Urban Affairs stated that real estate developers must collaborate closely with city municipalities. D Thara urged firms to assess the broader urban impact of their residential and commercial projects. This directive was given at a real estate conference organized by the industry body CII. Developers need to focus on resource use, including water recycling and sewage treatment, for these projects. Moving forward, a new public-private paradigm is needed for sustainable urban development. 🏗️
health A second-year student from IIT Bombay died by suicide after being caught using ChatGPT to cheat during an exam. The incident occurred at the IIT Bombay Powai campus on Friday. No disciplinary action was taken because instructors counseled the student and assured him his academic career would not be affected. This marks the third suicide at the IIT Bombay Powai campus in the last six months. Students are now protesting, demanding greater accountability and transparency from the institute's administration. 😔
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