YouTuber Markiplier becomes GoPro's largest shareholder with 8.5% stake

YouTuber Mark 'Markiplier' Fischbach has acquired an 8.5 percent stake in GoPro, making him the company's single largest shareholder, according to Bloomberg. Fischbach stated he believes GoPro is undervalued and views the investment as part of a broader effort to make filmmaking more accessible. The move follows the release of his debut feature film, Iron Lung, earlier this year. He recently posted a video praising GoPro's new Mission 1 ILS camera, comparing it favorably to the more expensive Red Komodo-X and announcing plans to use it in future projects.

Same Audio, 14 Speaker Encoders: Error Rates Varied Five-Fold Across Identical Trials

A researcher benchmarked 14 speaker encoder models against an identical frozen set of 11,935 trials using recordings from eight speakers across six vocal states — neutral, happy, angry, scared, shouting, and whisper. Equal error rates ranged from 0.047 to 0.233 across the panel, a five-fold spread driven solely by encoder choice, not audio or trial variation. One encoder ranked worst across all speakers and conditions, with its failure traced to a compressed embedding space that placed different speakers unusually close together in cosine similarity. Model size and VoxCeleb1 leaderboard rankings showed no meaningful correlation with performance on expressive speech. The findings suggest that encoder selection is a consequential, often overlooked variable in voice authentication and synthesis pipelines involving expressive or non-neutral speech.

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QuEra Uses Anthropic's Claude AI to Automate Quantum Laser Repairs in Seconds

Boston-based quantum computing firm QuEra Computing has deployed an AI agent, Anthropic's Claude, to build software that autonomously repairs laser systems critical to the operation of its quantum computers. The lasers control neutral atoms that serve as qubits, and even minor environmental shifts can cause frequency drift, halting calculations until the system is restored. In testing across 700 trials covering seven fault types, the AI-generated controller successfully fixed laser failures 695 times, with most recoveries completed in under six seconds compared to up to ten minutes for a human specialist. The AI also identified tuning settings that reduced system noise by 80 percent, matching the performance of experienced physicists. QuEra views this development as a key step toward deploying quantum hardware at remote customer sites without requiring constant on-site engineering support.

Court rules bank must pay full jewellery value after pledged gold stolen in robbery

A legal case has established what compensation a borrower is entitled to when gold jewellery pledged for a loan is stolen from a bank. The central dispute was whether the bank's liability should cover only the raw metal value or also include making charges and the value of any embedded stones. The borrower argued that the jewellery's full worth — beyond just its gold content — should be reimbursed. The court ultimately ruled in favour of the borrower, setting a precedent for how banks must value and compensate pledged jewellery in the event of theft.

India's Monsoon Masks Regional Deficits Behind Uneven Rainfall Patterns

India's monsoon season this year has been marked by highly uneven distribution of rainfall across different regions. While some areas have experienced excessive rain leading to waterlogging and flooding, others have faced significant deficits with little to no precipitation. This erratic pattern means that overall national rainfall figures may appear adequate while masking severe shortages in specific regions. The alternating dry spells and heavy downpours have created contrasting challenges for communities across the country.

Free Movie Devices Secretly Enlist Your Home Network as a Proxy

Certain consumer devices that promise free movie streaming come with a significant hidden cost. In exchange for free content, these gadgets quietly enroll users' home internet connections into proxy networks. This means third parties can route their traffic through a user's IP address without explicit informed consent. Such arrangements raise serious privacy and security concerns for households using these devices. Experts are urging consumers to carefully scrutinize the terms before installing any device offering free media access.

US Woman Missing in Nepal After Floods Struck Her Kailash Pilgrimage Route

An American woman undertaking a pilgrimage to Kailash has gone missing following devastating floods in Nepal. Her family, including son Riley Wildeman and daughter-in-law Lauren Wildeman, made repeated attempts to contact her after news of the flooding broke. Unable to reach her, the family escalated their efforts by approaching authorities, rescue teams, and the media for assistance. The incident highlights the dangers faced by pilgrims and travelers in Nepal's flood-prone regions.

California company offers reward after truck full of beer stolen with fake documents

A thief stole an entire truckload of beer from a California distribution centre by presenting fraudulent documentation. The stolen shipment was driven away without raising immediate suspicion, as the false paperwork allowed the perpetrator to pass through unchallenged. Police are now investigating the theft and working to track down the missing vehicle and its contents. The company affected has announced a reward for information leading to the safe recovery of the shipment.

Modi and Putin Share a Carpool Ride at Nomad Games After Bilateral Meet

Prime Minister Narendra Modi and Russian President Vladimir Putin carpooled together following their bilateral meeting at the Nomad Games. The two leaders were seen sharing a ride, continuing a tradition of informal moments between them. This is not the first time they have shared a vehicle, as they previously rode together in Putin's Aurus limousine in Tianjin, China, during the SCO summit last year. Such gestures are seen as reflecting the close personal rapport between the two leaders.

California Wildfire Victims Oppose Newsom-Backed Plan to Shield Utilities from Liability

Wildfire survivors in California are pushing back against a bailout proposal backed by Governor Gavin Newsom that would limit utility companies' financial liability for fire damages. Critics argue the plan prioritizes protecting utility firms over compensating victims who lost homes and property in devastating blazes. The opposition reflects growing tension between state leadership and communities that have suffered directly from wildfires linked to utility infrastructure failures. Survivors and advocates contend that shielding utilities from full accountability reduces incentives for companies to invest in safer equipment and practices.

Tim Cook Steps Down as Apple CEO After 15 Years at the Helm

Tim Cook officially stepped down as Apple's CEO on August 31, 2026, marking the end of a 15-year tenure that began when he succeeded Steve Jobs in 2011. In a farewell message to Apple staff and the broader Apple community, Cook expressed gratitude and said his love for the company would never change despite his title shifting. Under his leadership, Apple grew into one of the most influential technology companies in the world, shaping the daily lives of billions. John Ternus is set to take over as the new CEO. Cook hinted at personal excitement for the next chapter of his life without disclosing further details.

Social activist Anna Hazare admitted to hospital in Mumbai

Developer Launches GoleTalk, a Social Platform Built Around the Somali Language

A developer has publicly introduced GoleTalk, a social networking platform designed specifically for Somali-speaking communities. The platform aims to address the lack of language-aware digital products for Somali speakers, who are already active on mainstream platforms like Facebook, X, and TikTok. GoleTalk is being built with features including personalized content feeds, community discovery, real-time notifications, and AI capabilities that are intended to understand and support the Somali language natively. The app is developed using Flutter for mobile, Laravel for the backend, and Firebase for infrastructure, with OpenRouter used to experiment with AI models. The project is currently in development, with the creator sharing progress with the developer community and seeking feedback.

Mumbai Police Bust Multi-Crore Racket Tampering Expiry Dates on Popular Food Brands

Mumbai authorities have uncovered a large-scale racket involving the tampering of expiry dates on widely consumed food and beverage products. Brands affected include Lay's, Kurkure, Maggi, Knorr, Rasoi, Hellmann's, Thums Up, and Limca. The fraudulent operation is estimated to be worth several crores of rupees. Criminals were allegedly altering manufacturing or expiry date labels to pass off expired products as fresh stock. The bust highlights serious food safety concerns for consumers across the region.

Developer Builds QR Encoder From Scratch, Finds 50 Tests Still Missed Two Real Bugs

A developer rebuilt the popular JavaScript QR code library qrcode in 844 lines of Node.js for a hackathon that banned external dependencies, ending up with 50 passing tests. Despite thorough unit testing against ISO/IEC 18004 specification examples, two bugs went undetected by the entire test suite. The first bug was discovered in four seconds on day three simply by pointing a phone at a generated QR code — something the developer had avoided doing earlier. A reference tool available via a single npm install command would have caught both bugs on the first day, but was not used because it felt like breaking the hackathon's spirit. The write-up uses the experience to examine the limits of unit testing for visual or behavioral outputs, and questions how much borrowed code in typical Node projects is truly understood by the developers shipping it.

In eye of storm, Rajasthan Chief Justice opts out of hearing cases

Valuables inside treasure trove safe, match 1978 inventory: Jagannath Temple officials

Why LLMs Should Plan but Not Decide in AI Model Routing Systems

A software architecture article published on DEV Community outlines why relying solely on a large language model to route user prompts to AI generation models is unreliable in production environments. The author argues that LLMs should act as planners within a constrained pipeline, with final decisions enforced by deterministic code that validates model capabilities, user tier, and cost rules. The proposed system classifies generation tasks — such as text-to-image, image editing, multi-reference fusion, and video — before the LLM ever sees the request, narrowing the candidate model pool significantly. A hybrid routing approach is recommended, where strong intent signals are handled by rules and only genuinely ambiguous prompts are passed to an LLM classifier. The architecture also maintains a server-side model catalog to prevent issues like deprecated model IDs, unsupported resolutions, and malformed LLM output from reaching production.

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