HackerRank open sourced its ATS. My resume scored 90/100. Oh wait 74. No – 88

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An AI resume screening tool is flawed due to non-deterministic outputs from its LLM, leading to inconsistent scores. This tool fails to differentiate between qualified and unqualified candidates, essentially filtering based on luck rather than quality.

GLM 5.2 beats Claude in our benchmarks

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GLM 5.2, an open-weight model, beat Claude Code at IDOR detection with 39% F1, costing $0.17 per vulnerability found. The harness still matters more than the model, but open-weight models have crossed a threshold worth watching for security tasks.

Pollen (CEO Negus-Fancey, CTO Wright) tried to remove article, and Google helped

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Google removed an article about Pollen's collapse from its search results due to a bogus copyright claim filed by a fake profile from an uninhabited island. The article's author suspects that Pollen or its former CEO hired reputation firms to file the claim, and is now investigating further lawsuits against the company.

Dissecting Apple's Sparse Image Format (ASIF)

https://schamper.dev/dissecting-apples-sparse-image-format-asif/figure1.png
The user reverse engineered the ASIF file format used in macOS 26 Tahoe, discovering its structure and how to read from an arbitrary offset inside the virtual disk. The format uses a combination of tables, entries, and bitmaps to store and manage chunks of data, and the user provided a detailed explanation of how to calculate the correct chunk for a given offset.

NUMA: Cores, memory, and the distance between them

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A virtual machine on a NUMA host can be slow due to remote memory access costs, which can be mitigated by understanding the NUMA topology and making informed placement decisions. Xen's split design makes it challenging to manage NUMA, but Edera's stack of changes aims to make Xen-based virtualization NUMA-aware end-to-end, improving performance and predictability.

Age verification is just a precursor to automated attribution of speech

US states and countries are introducing age verification regulations under the guise of protecting children, but it's actually a precursor to attributing digital identities to physical ones, making it easier for law enforcement to identify and harass individuals. This could lead to automated identity attribution and increased surveillance, allowing governments to target inconvenient people.

We found a bug in the hyper HTTP library

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Cloudflare's Images service experienced intermittent truncation of image data due to a race condition in the hyper library that occurred when the reader consumed data slower than hyper wrote it. The issue was resolved by adding a flush before shutdown in the hyper library, ensuring that all data is sent before closing the connection.

Historical memory prices 1960-2026

The interactive dataset tracks historic and current memory and storage prices, including DRAM, NAND flash, and HBM, with modeled estimates from Epoch AI for AI-accelerator costs. The data is downloadable and includes quarterly updates for HBM and monthly updates for DRAM and NAND prices from 1957 to the present.

5k menus from the New York Public Library’s Buttolph Collection (1880-1920)

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What do America’s earliest restaurant menus teach us about America?

I used Claude Code to get a second opinion on my MRI

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The author used Opus 4.8 to analyze an MRI and got a second opinion on their diagnosis, which disagreed with the original doctor's report. The AI analysis found no partial-thickness tear, contradicting the doctor's diagnosis and making the author question the treatment plan.

Why did this journal retract two 1940s papers by Max Planck?

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Two of Max Planck's papers were retracted from the journal Naturwissenschaften due to copyright violation, but the reason was likely a misunderstanding of past publication practices. The retractions distort the historical record and have sparked debate about applying contemporary standards to historical papers.

Knowledge Distillation of Black-Box Large Language Models (2024)

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Researchers introduced Proxy-KD, a method to transfer knowledge from black-box LLMs to smaller models efficiently. Proxy-KD surpasses traditional white-box KD techniques and enhances performance.

Deciphering basmala

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An article discusses Arabic typesetting complications, including the importance of ligatures in Arabic script. The inclusion of a special Unicode codepoint solved the problem of rendering the basmala phrase correctly.

Halvar's Guide to Entrepreneurship

I founded two companies — zynamics, which I ran from 2004 to March 2011 and which I sold to Google (GOOG), and optimyze, which I ran from 2019 to November 2021 and sold to Elastic (ESTC). The first company was bootstrapped, initially with no cofounder (an early employee received a big equity stake later), the second company had a cofounder and was venture-backed. Neither of these exits were ...

Show HN: Zanagrams

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Zanagrams is a free daily word puzzle. Drag across the letters to find the hidden words and watch the grid shrink as you solve it. A new Zanagrams puzzle every day.

Let's Decode the Mystery Bytes [video]

Tokenmaxxing is dead, long live tokenmaxxing

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The concept of tokenmaxxing, where companies spend large amounts of money on AI tokens without expecting a return, is not dead but rather evolving as companies realize the benefits of compounding correctness, where more tokens spent lead to better results. The shift towards open model platforms and generalist agents will lead to another rise in tokenmaxxing behavior, ultimately resulting in ...

The KIDS Act would require age checks to get online

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The KIDS Act package includes bills that require age verification, government-directed moderation, and new rules for private communications. This could lead to restrictive age-checking practices, reduced online privacy, and limited free expression.

Herdr: Agent multiplexer that lives in your terminal

https://raw.githubusercontent.com/ogulcancelik/herdr/master/assets/logo.png
Herdr is a terminal multiplexer with workspaces, panes, and tiling, supporting SSH and persistence. It uses explicit keybindings and shows agent states in the sidebar.

Professor denounces mass AI fraud on an exam at Brown

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Professor Roberto Serrano at Brown University detected massive cheating on a midterm exam using AI, with at least 50 students involved. He believes the university's response was inadequate and that AI is altering century-old traditions at elite universities, requiring a broader debate on academic integrity.

Working around dragons with the Lemote Yeeloong laptop and OpenBSD

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The Loongson processor is a Chinese-developed CPU that emerged in 2001, initially based on MIPS architecture, and was later developed into a 64-bit processor. The Loongson processor was used in the Lemote Yeeloong laptop, a low-cost netbook that was released in 2008.

Model Training as Code

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Aleph Alpha built Savanna, a model factory that automates the entire model training pipeline in code, making it easier to collaborate and scale. By implementing Model Training as Code (MTaC), Savanna reduces errors, costs, and organisational challenges, enabling teams to work more efficiently and paving the way for auto-research.

The Boeing 747 begins its final descent

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The author visits Pinal Airpark in Arizona to see retired Boeing 747s, once the principal host of important journeys, now a symbol of American decline. The 747 was a technological innovation that embodied American might, invention, and progress, but its accidental longevity defined an era of decline.

Daisugi, the Japanese technique of growing trees out of other trees (2020)

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Daisugi, a Japanese technique, involves growing multiple trees from a single tree, creating a giant bonsai-like structure, but it's actually a form of coppicing, a common woodland management technique practiced for centuries. This method produces straight, usable timber without harming the original tree, and it's being re-emphasized as a sustainable way to manage woodlands.

The Baffling World of Masayoshi Son's Presentations (2020)

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TOP500 at ISC’26: We have a New Number 1 Supercomputer

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The LineShine Supercomputer in China has taken the top spot on the 67th TOP500 list with 2.198 Exaflops of sustained FP64 performance. This is the first Chinese submission to the TOP500 in 9 years and marks a significant milestone for China's HPC capabilities.

Librepods: AirPods liberated

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LibrePods is a project that allows non-Apple devices to use AirPods features. It implements the proprietary protocol used by Apple devices to exchange data with AirPods.

The Forgotten Castles of the Garamantes

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The Garamantes were an ancient Berber civilisation that built a sophisticated urban state in the Libyan Sahara, engineering water from deep underground to sustain their cities. Their legacy endures in the language and culture of the Tuareg, but their sites remain poorly protected and face new pressures from development and erosion.

A way to exclude sensitive files issue still open for OpenAI Codex

https://opengraph.githubassets.com/eb6eaf7d4028ea024171759a9f016eafa52d89840c3d40660be2d1d74b98731a/openai/codex/issues/2847
What feature would you like to see? A mechanism to explicitly mark files/paths that the agent must not read or send to the model, at both repository and global levels (e.g., a repo-local .codexignore plus a global ignore file). Example: ...

More evidence is consistent with possible ancient life on Mars (2025)

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Scientists have found potential evidence of life on Mars, but no conclusive proof, with the latest discovery being two chemicals formed by microbial activity or chemical reactions. The possibility of life on Mars has been tantalizing humans for over a century, with many previous claims debunked, but new research suggests life could exist underground.