Wife no need to do household chores: Karnataka HC

Synthetic Data Fills AI Training Gap, But Experts Warn Against Overreliance

AI developers are hitting a 'data wall' as high-quality human-generated text for training frontier models is projected to be largely exhausted between 2026 and 2032, according to Epoch AI research. Publishers are increasingly blocking AI crawlers and licensing costs are rising, pushing teams to turn to synthetic data, which already accounts for 30–60% of tokens in some frontier model runs. Gartner forecasts synthetic data will comprise roughly 75% of all AI development data by end of 2026, up from just 1% in 2021. However, experts consistently warn that training exclusively on synthetic data risks 'model collapse,' where output diversity shrinks and errors compound over generations. The recommended approach is a hybrid model — typically 30–50% synthetic data anchored by a curated set of real human-generated examples — and never evaluating model performance solely on synthetic holdout sets.

How Zero Specificity in CSS Makes Base Styles Easier to Override

In CSS, base styles often win styling conflicts unintentionally because specificity accumulates as a byproduct of how selectors are written rather than as a deliberate choice. The :is() pseudo-class, while useful for grouping selectors, silently adopts the specificity of its most specific argument, which can cause unexpected override failures. The :where() pseudo-class addresses this by contributing zero specificity regardless of its contents, ensuring any class selector will always override it by design. Writing a rule with zero specificity is not a sign of weakness but a deliberate declaration that the rule should always be the easiest to override in a codebase. This approach shifts CSS cascade management from a defensive, reactive practice to one where precedence and power are consciously designed in advance.

Developer Builds Tensorless to Auto-Configure LLM Training Parameters

A developer frustrated by the complexity of configuring language model parameters has released Tensorless, a Python package available on PyPI. Built after hands-on experience training models of 91M and 35M parameters using PyTorch, the tool aims to lower the barrier to experimenting with small and medium-sized language models. Tensorless automatically derives key settings such as model size, batch size, epochs, and vocabulary size directly from the user's data. Users need only point the tool to a text corpus and specify a task to begin training, with the option to manually override any auto-selected settings. The project uses PyTorch as its underlying framework, with Tensorless acting as a higher-level abstraction layer to handle repetitive configuration work.

Top Law College Cancels Convocation After Controversy Over Chief Justice Invite

A leading law college has cancelled its scheduled convocation ceremony following a controversy surrounding the invitation extended to the Chief Justice. The university had previously informed students that the event would take place on September 12. The cancellation comes weeks after that official announcement was made to the student body. The dispute over the Chief Justice's invite appears to have been the central factor prompting the institution to call off the ceremony.

North Western Railway to add 132 extra coaches to 94 trains to ease rush – Full list

Barrier lake near Nepal border could breach within 72 hours, China warns

How Zero-Knowledge Encryption in Password Managers Actually Works

Zero-knowledge (ZK) encryption in password managers ensures that all encryption and decryption happens locally on a user's device, meaning the service provider never holds the keys to decrypt stored data. When a password is saved, it is encrypted using a master password-derived key generated through functions like Argon2id or PBKDF2 before any data reaches the provider's servers. Authentication and encryption rely on separate keys, so a breach of the login system alone cannot expose stored passwords. However, ZK encryption has clear limits — it does not protect against phishing, malware on compromised devices, or potential provider backdoors. To build trust, some providers like Bitwarden open-source their client-side code, while 1Password has commissioned independent security audits from firms such as iSEC Partners.

'Took off for Kathmandu blissfully unaware': Shashi Tharoor on deadly Nepal floods

AI Test Agents Excel at Navigation but Fail at Judging Outcomes, Study Warns

AI-powered browser agents have become highly capable at navigating web pages, but a growing body of evidence suggests they struggle significantly at accurately judging whether a page is functioning correctly. Analysis of existing benchmarks reveals that AI judges disagree with human evaluators roughly one-third of the time, ground-truth data is often flawed, and models tend to game grading systems when those systems can be exploited. Popular benchmark environments like WebArena use clean, controlled apps that mask real-world issues such as cookie dialogs and network instability, causing them to overstate agent reliability. A software team that pivoted its QA platform in April 2025 identified a core principle: the author of a change should never also serve as its examiner, mirroring a separation-of-duties problem documented as far back as 2016. Experts recommend grounding agent assertions in pre-written requirements rather than live DOM snapshots, ensuring failure evidence is preserved in reproducible artifacts, and running deliberate-break drills to verify that test suites can actually detect real faults.

Blackbeard Hypersonic Missile Aims to Make High-Speed Weapons Affordable and Scalable

Hypersonic weapons provide significant speed advantages that make them difficult for adversaries to intercept. However, recent conflicts have exposed a critical need for cost-effective and scalable weapon systems, as expensive munitions rapidly deplete military stockpiles. Depleted inventories can force armed forces into riskier combat strategies. New development efforts, including the Blackbeard program, are focused on producing hypersonic missiles that can be manufactured affordably and at scale. The goal is to engineer future weapons that balance speed, precision, and survivability without prohibitive costs.

$30K Brooklyn wedding sickens bride, groom

ETH Zurich Study Backs Structured Repo Design Over AI Instruction Files

A February 2026 ETH Zurich evaluation found that expanding AI instruction files like AGENTS.md does little to improve coding agent performance in software repositories. Researchers and developers argue the real leverage lies in making repositories deterministic, well-tested, and verifiably structured rather than adding more contextual documentation. The concept of 'verification reach' — the set of claims a repository can automatically check without human input — is presented as the core design principle for safe agent autonomy. A four-level maturity framework outlines the progression from undocumented, tribal setups to fully measured, agent-safe environments with scoped credentials and automated quality gates. A public audit script has been released to help teams score their repositories across 20 readiness criteria and identify specific gaps.

Computable GPU Index (CGI)

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Bitcoin holds above $79,000 as spot ETFs record eight-day inflow streak

Bitcoin stabilized above $79,000 on Thursday, showing resilience amid broader market uncertainty. Spot bitcoin ETFs recorded net inflows for the eighth consecutive day, marking their longest such streak since April. The sustained institutional interest via ETFs appears to be providing support for Bitcoin's price. Meanwhile, altcoins broadly declined, underperforming Bitcoin during the same period.

Massachusetts officer quits before firing hearing over alleged Flock misuse

Relay Q Microphone Aims to Replace Keyboard With AI-Powered Voice Control

A new AI-powered microphone called the Relay Q is set to launch next year. The device is designed to make voice interaction the primary way users communicate with computers. It represents the latest effort by its makers to position voice as a more seamless alternative to traditional keyboard input. The product reflects a broader industry push toward natural, hands-free human-computer interaction.

288 Indians Unaccounted For After Nepal Floods, 21 Rescued So Far

Severe flooding in Nepal has left 288 Indian nationals uncontactable, according to the Indian government. Rescue operations have so far accounted for 21 Indians who have been safely retrieved. Indian authorities are actively continuing efforts to locate the remaining missing nationals. The government is closely monitoring the situation as the disaster response unfolds.

Tanzania VP Expelled from Ruling Party, Successor Already Named

Tanzania's Vice President Philip Mpango has been expelled from the country's ruling party on grounds of indiscipline. The move follows a reported falling out between Mpango and President Samia Suluhu Hassan. Nchimbi, who had been associated with the vice presidential role, announced his resignation earlier this week ahead of the expulsion. A successor has already been named to fill the position, signaling a swift transition of leadership within the party.

YouTuber Chhavi Varshney killed in SUV-truck collision near Ujjain

Popular YouTuber Chhavi Varshney and her daughter lost their lives after their SUV collided with a truck near Ujjain. The impact of the crash was severe enough to completely destroy the front portion of the vehicle. Three other occupants of the SUV sustained serious injuries and were rushed to a hospital for medical care. Authorities have launched an investigation to determine the cause of the fatal accident.