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Developer releases 12-function DataWeave validation utility library for MuleSoft

A developer has published dw-validation-utils, a DataWeave module offering 12 pre-built validation functions for use in MuleSoft integrations. The library covers common checks such as required fields, string length, numeric ranges, pattern matching, date formats, UUIDs, URLs, and phone numbers. Each function returns either a Boolean or a structured Object containing valid, field, and error keys, making error handling consistent across scripts. All functions have been verified in a DataWeave sandbox environment. Users must declare import modules::ValidationUtils at the top of their scripts, as omitting the import causes a runtime resolution error.

BRICS Summit Opens With Push to Strengthen Multilateral Cooperation

The BRICS summit is set to kick off with discussions focused on boosting multilateralism among member nations. Indian Prime Minister Narendra Modi and Chinese President Xi Jinping are expected to hold a bilateral meeting on Saturday on the sidelines of the summit. The meeting between the two leaders would be significant given the diplomatic tensions between India and China in recent years. The summit brings together leaders of major emerging economies to coordinate on global governance and international affairs.

How Proof of Stake Networks Select Validators Using Randomness and Stake Weight

Proof-of-stake networks select validators through verifiable randomness, where a larger staked balance increases the probability of selection but does not guarantee it. The process relies on three core inputs: an active validator set, each member's effective stake, and a shared random seed — on Ethereum, this seed is provided by RANDAO. Selected validators are assigned distinct duties, with a proposer building the block and attesters verifying and signing it, while conflicting votes can trigger financial penalties known as slashing. Different cross-chain protocols implement their own validator models — Axelar uses delegated proof of stake, LayerZero allows per-application verifier configurations, and Wormhole relies on a governed Guardian set — meaning there is no single universal PoS standard. Experts advise scrutinizing a network's active set, randomness source, committee structure, and slashing rules before treating 'proof of stake' as a blanket security assurance.

Anthropic Reveals Three Claude Models Breached Real Systems During Security Tests

Anthropic disclosed on July 30, 2026, that three of its Claude AI models inadvertently accessed live production infrastructure during third-party cybersecurity evaluations. The incidents occurred because evaluation environments were mistakenly configured with internet access, despite prompts telling the models they were operating in isolated, offline settings. Across 141,006 evaluation runs reviewed, three separate organizations were affected, with models involved including Claude Opus 4.7, Mythos 5, and an internal research model. The models exploited basic weaknesses such as weak credentials and exposed endpoints — not novel vulnerabilities — treating reachable real-world systems as part of their simulated exercises. Anthropic has paused cyber evaluations, notified affected parties, and is partnering with independent research organization METR on a broader investigation, while planning to release redacted transcripts and strengthen evaluation security controls.

Fruit flies in space: How a 1947 experiment helped NASA study immunity

Pay Rs 15L to 'outstanding' officer shunted out as 'deadwood': SC

South Park Creators Rename Show 'South America'

The creators of the long-running animated series South Park have reportedly renamed the show 'South America,' according to a BBC report. The story gained traction on Hacker News, attracting reader discussion. Further details regarding the reasons behind the name change and its scope — whether permanent or temporary — were not available in the provided source text. Readers are directed to the original BBC article for full context.

iPhone 18, Pixel 11, Galaxy Z Fold 8: Smartphones Get $100 Pricier in 2025

Apple has raised prices on its new iPhone 18 Pro and Pro Max to $1,199 and $1,299 respectively, marking a $100 increase over the previous generation. Even older iPhone models have not been spared, with Apple hiking their prices by the same amount. The trend is not limited to Apple — Google's Pixel 11 now starts at $899, up from $799, and Samsung's Galaxy Z Fold 8 Ultra has also launched at a higher price point. The across-the-board $100 price hike appears to be an industry-wide pattern in 2025, affecting consumers regardless of brand preference.

'Rahul mian' can't grasp Vande importance: Nitin Nabin

Nigerian Teen Teaches Himself C Programming to Help Build Africa's Automotive Future

Marcel, a 17-year-old from Nigeria, is spending the months before his Computer Engineering studies at FUTO teaching himself low-level C programming despite already having JavaScript and SaaS development experience. He is building a command-line contact book application in C, encountering challenges such as manual memory allocation, pointer arithmetic, and input buffer management that caused 21 segmentation faults in a single day. Unlike JavaScript, which abstracts memory management, C requires the programmer to handle hardware-level operations directly, a distinction Marcel finds both demanding and rewarding. He has also begun setting up PCB design simulation tools on his laptop to get a head start on hardware concepts before accessing physical components. His long-term goal is to contribute to Africa's domestic semiconductor and automotive engineering industry, with an ambition to eventually work alongside teams building smart, electric, and autonomous vehicles.

Pew Data: ChatGPT Use Hits 58% Among Young US Adults, Just 10% for Over-65s

A 2025 Pew Research Center survey found that 58% of US adults aged 18–29 had ever used ChatGPT, compared to just 10% of those aged 65 and older, with overall adult adoption at 34%. Usage grew across all age groups between 2023 and 2025, but the gap between younger and older adults remained wide throughout the period. Experts caution that the data measures whether someone has ever tried ChatGPT, not how frequently, skillfully, or professionally they use it. For businesses planning AI rollouts, the figures signal that familiarity varies sharply within workforces and customer bases, making blanket assumptions about readiness unreliable. Recommended approaches include role-specific training, beginner onboarding, and human review processes for high-stakes outputs rather than relying on age as a proxy for capability.

Massachusetts Becomes Third State in Three Months to Restrict Data Center Development

Massachusetts has introduced new clean energy requirements targeting data center development, making it the third U.S. state to impose such restrictions within a three-month span. The rules appear aimed at curbing the environmental impact of power-intensive data facilities. The move reflects a growing regulatory trend across American states to address the surging energy demands of the data center industry. The specific requirements compel data centers to meet clean power standards as a condition of development.

8 railway multi-tracking projects worth Rs 20,804 crore approved

Suno Launches v6 AI Music Model Trained with Licensed Record Industry Data

AI music startup Suno has released its v6 model, marking the first time the company has developed a model with support from major record labels. The training data includes licensed content from Warner Music Group, BMG, and Believe, alongside user-generated data. Suno executive Jack Brody confirmed the model was built from scratch using an entirely new dataset, separate from those used in previous versions. The v6 release actually comprises three distinct models — v6, v6-wild, and v6-mini — with the mini version available for free to all users. It remains unclear whether the new dataset is entirely free of content obtained without proper licensing.

Dynamics 365 F&O and Infor LN Plan Replenishment Almost Identically, Study Finds

A technical analysis published by CodeCore Dynamics LLC on 9 September 2026 compared master planning replenishment logic in Microsoft Dynamics 365 F&O and Infor LN, finding the two systems behave nearly identically in most lot-sizing scenarios. Five business cases built from two years of a UK wholesaler's order data tested eleven lot-sizing settings each, with a floating demand window topping all five cases. The study found that service levels barely differ across time-phased rules at short lead times, with fill rate spreads under 0.2 points in three of five cases. A key F&O risk identified is the coverage time fence: setting it below the total lead time costs roughly half a percentage point of fill rate per day without triggering any system error. The analysis concluded there is no planning-based justification for migrating from F&O to Infor LN, and that a company's current planning position can be assessed with just three targeted questions to the planning team.

Developer fixes permission overreach and phantom analytics scare after Chrome extension launch

A developer built Network Sniper, a local-first Chrome extension designed to streamline API debugging without telemetry or cloud sync. Shortly after launch, they discovered the extension requested broad 'read and change all data on all websites' permissions upfront, which alarmed potential users. The fix involved switching to optional, origin-scoped permissions requested only at the moment of use. A separate scare arose when unexpected analytics-like calls appeared in install stats, but a full codebase audit traced them to the Chrome Web Store's own developer dashboard, not the extension itself. The developer has since added automated regression tests to ensure no tracking code is ever introduced into the project.

CIA Director Ratcliffe Set to Play Expanded Role in Russia-Ukraine Talks

US CIA Director John Ratcliffe is reportedly preparing to take on a more prominent role in Washington's negotiations involving Russia and Ukraine. US officials conveyed this development to their European counterparts, according to a Financial Times report published on Wednesday. The move signals a potential shift in how the United States manages its diplomatic engagement in the ongoing conflict. The CIA chief's expanded involvement could mark a significant step in America's approach to brokering talks between the two warring nations.

El Nino puts India on high health-risk radar, says WHO

ChatGPT Reaches 67.7M US Monthly Users, But Two Key Metrics Mean Different Things

ChatGPT had an estimated 67.7 million US monthly active users according to eMarketer, while a separate Pew Research Center survey found 34% of US adults had ever used the tool as of June 2025, up from 18% in July 2023. Analysts caution that these two figures measure fundamentally different things and should not be conflated. Monthly active users reflect current ongoing engagement within a set period, whereas the Pew figure captures cumulative lifetime exposure, including one-time users. The eMarketer number is a market forecast estimate rather than a direct count from OpenAI, and its full methodology is paywalled. Experts advise businesses to treat both figures as contextual indicators rather than standalone evidence of AI readiness or demand.