Maharashtra TET Exam Postponed After Suspected Paper Leak in Bhiwandi

Maharashtra's Teacher Eligibility Test, scheduled for June 28, has been postponed following a suspected paper leak in Bhiwandi. Police seized materials that matched the exam questions, raising serious concerns about the integrity of the test. The Maharashtra State Council of Examination cancelled the exam in the interest of transparency. Opposition parties, including the Congress and CJP, have criticised the BJP-led state government over the incident. The opposition labelled the government as 'incapable' and referred to it as the 'Paper Leak Government.'

APX 'mcp check' Command Helps Developers Debug Conflicting MCP Configurations

APX, the local runtime and tooling layer for the APC portable context system, offers an 'mcp check' command designed to help developers diagnose issues with overlapping MCP server configurations. Unlike 'mcp list', which only displays the final merged result, 'mcp check' reveals the source files, active entries after merging, and any naming conflicts across scopes. APX follows a defined priority order — runtime overrides shared, which overrides global — meaning a server entry can be silently shadowed if the same name exists in multiple scopes. The command helps users identify which source file won a conflict and which was overridden, without requiring manual inspection of individual config files. This visibility is intended to preserve the portability of APC by keeping machine-specific and token-sensitive configurations local rather than embedded in shared repository files.

Raised $3M, got US O-1 visa before turning 20

ctxfold tool cuts LLM prompt tokens by 40% on structured data without data loss

A lightweight, dependency-free npm package called ctxfold has been released to reduce token usage when feeding structured data such as logs, JSON, and CSV files into large language models. Unlike semantic compression tools that summarize and discard data, ctxfold re-encodes repetitive structure into a compact, self-labeling format while retaining every byte of the original input. The tool enforces a strict lossless guarantee in code — if it cannot perfectly reconstruct the original input from its compressed output, it returns the original text unchanged. In tests against GPT-4o-mini, responses generated from ctxfold-compressed data matched those from raw input field for field, with token reductions of roughly 35–40% on templated logs and JSON arrays. The MIT-licensed package requires no API calls or external dependencies and is compatible with any LLM provider.

Nox Metals, YC S25 Startup, Opens Software Engineer Role

Nox Metals, a startup backed by Y Combinator's Summer 2025 batch, is currently hiring a software engineer. The job listing was posted on Y Combinator's company job board. The position details are available through the YC jobs portal. No further information about the role's requirements or compensation was publicly disclosed in the listing.

Man dies in Karnataka cab explosion after allegedly attacking woman passenger

A 30-year-old man named Nagendra was killed in a car fire on a Karnataka highway under suspicious circumstances. Police believe the blaze may have been caused by an explosive device in what they suspect was an act of self-harm. Prior to the explosion, Nagendra allegedly assaulted a woman travelling in the same vehicle. The woman managed to escape the car before it was engulfed in flames. The cab had been booked from Bengaluru, and authorities are continuing to investigate the exact cause of the blast.

Asian AI Startups Roll Out Claude-Rival Models Amid US Export Restrictions

Asian AI startups are launching new models that claim to match the capabilities of Anthropic's Claude, as US export restrictions continue to limit access to American AI tools in the region. The ongoing export ban on Anthropic's technology has created a significant market gap in Asia. Local developers are moving quickly to fill that void with homegrown alternatives. Analysts warn that US AI companies risk permanently losing their foothold in one of the world's largest and fastest-growing technology markets.

Puzzle Game 'What's the Password?' Delivers Clever Depth Through Simple Design

Indie game 'What's the Password?' by solo developer Dan DiIorio, known as TrampolineTales, challenges players to enter the correct four-digit code to solve each of its 100-plus puzzles. Despite its straightforward premise, the game uses its minimalist constraint as a canvas for inventive puzzle design. Clues are presented in varied formats, ranging from written text to visual elements like blinking clock digits. The game can be completed in a few hours but consistently surprises players with creative mechanics throughout.

This might be the new best smart speaker

Hi, friends! Welcome to Installer No. 134, your guide to the best and Verge-iest stuff in the world. (If you're new here, welcome, hope you're okay in all this heat, and also you can read all the old editions at the Installer homepage.) This week, I've been reading about Polymarket lies and Jalen Brunson and the Arts and Crafts Movement, watching Not Suitable for Work and way too much of the World Cup, trying to catch up on The Bear before the final season starts, playing a bunch of Hank Green's 4×3 game, trying my absolute hardest not to preorder this amazing Stanley Kubrick collection even t

'Big mistake': Digvijaya's big advise to CM Mohan Yadav on portfolios

Punjab BJP Chief Backs Maharashtra's Move to Consult Sikhs on Takht Law

Punjab BJP chief has praised Maharashtra's decision to consult the Sikh community before proceeding with a proposed law related to a Takht. His remarks came amid growing opposition from several Punjab leaders across party lines. Former Union minister Harsimrat Kaur Badal, Congress MP Sukhjinder Singh Randhawa, and Akali Dal Waris Punjab De leader Manpreet Singh Ayali all voiced objections to the proposed legislation. The development highlights a political divide over the issue, with Punjab's prominent leaders largely opposing the move while the state BJP chief expressed support for Maharashtra's consultative approach.

Karnataka Man Stabs Woman in Car Before Vehicle Explodes, Killing Him

A man in Karnataka stabbed a woman inside a car before the vehicle exploded, resulting in his death. The incident occurred after the man had booked the car in Bengaluru and travelled with the woman. The woman was injured in the stabbing attack prior to the explosion. Authorities are investigating the circumstances surrounding both the stabbing and the subsequent explosion. The exact cause of the vehicle explosion and the current condition of the woman have not yet been officially confirmed.

AI Advances Force Shift from Fake Detection to Probabilistic Media Trust Scoring

Next-generation AI tools have achieved near-perfect photorealism and audio synthesis, making traditional binary deepfake detection methods effectively obsolete, according to findings reported from Black Hat Asia. Researchers and engineers now argue that media verification must move away from a simple real-or-fake classification toward a spectrum-based trust assessment model. The proposed approach assigns granular probabilistic trust scores to media assets by running them through multiple specialized analytical modules covering visual, audio, semantic, and provenance factors. Each module independently evaluates its domain and contributes a confidence score, which are then aggregated into a single overall trust rating. The conceptual framework, dubbed a ProbabilisticFactChecker, is presented as a blueprint for how future misinformation-detection systems could be architected to handle an era of pervasive synthetic media.

Tamil filmmaker K. Bhagyaraj leaves behind Rs 50-70 crore legacy

Veteran Tamil filmmaker K. Bhagyaraj, widely regarded as the 'King of Screenplay', has passed away leaving behind an estimated net worth of Rs 50-70 crore. His assets include a Chennai property valued at approximately Rs 10 crore. Over a career spanning five decades, Bhagyaraj directed and acted in numerous films known for their family-oriented themes and sharp, witty writing. Beyond material wealth, his lasting contribution is considered to be his significant influence on storytelling within Tamil cinema, having inspired multiple generations of filmmakers.

Developer Builds Free Peer-to-Peer Skill Exchange Platform in Six Days Using AWS and Vercel

A developer has launched TradeSkill, a free platform that lets users exchange skills directly with one another instead of paying for courses or watching tutorials. The platform matches people with complementary abilities — for instance, pairing a Photoshop expert who wants to learn Python with a Python developer seeking Photoshop skills. Built in six days, the application uses React on the frontend, AWS DynamoDB across six data tables for the backend, and Jitsi Meet for live video learning sessions. A compatibility-scoring algorithm helps users find suitable learning partners, while chat, ratings, and inbox features support ongoing interaction. The developer plans future additions including AI-assisted matching, skill assessments, group sessions, and a mobile app.

Ram Temple Trust rocked over donation row

Iran Condemns US Strikes as Violation of Peace Agreement

Iran has sharply criticized the United States following recent strikes, calling them a blatant violation of an existing peace deal. In response, Tehran has warned vessels against entering or leaving the Gulf through the Strait without prior Iranian permission. Despite the warning, ships have continued to navigate the waterway, with some opting for routes not sanctioned by Iran. The standoff highlights rising tensions between the two countries over control of a strategically vital maritime corridor.

If You Can't Hold It, You Don't Own It

Article URL: https://dervis.de/physical/ Comments URL: https://news.ycombinator.com/item?id=48697335 Points: 13 # Comments: 0

Michigan's Rs 71L H-1B hire sparks backlash

Ram Mandir Trust confirms Champat Rai, Anil Mishra resignations amid embezzlement probe

The Shri Ram Janmabhoomi Teerth Kshetra Trust has acknowledged the resignations of General Secretary Champat Rai and trustee Anil Mishra. The departures come amid allegations of embezzlement of donations at the Ayodhya Ram Mandir. An FIR has been registered following a Special Investigation Team probe into the matter. The trust has sought to reassure devotees that their offerings remain safe and properly accounted for. Legal proceedings are now underway as authorities work to resolve the controversy and rebuild public trust.