0-click deanonymization attack targeting Signal, Discord, other platforms

Stargate Project: SoftBank, OpenAI, Oracle, MGX to build data centers

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President Trump announced a joint venture, Stargate, investing up to $500 billion in AI infrastructure with OpenAI, Oracle, and SoftBank. The project aims to build data centers and electricity generation in Texas, with an initial investment of $100 billion.

Ask HN: Is anyone doing anything cool with tiny language models?

User discusses using large language models for coding tasks, specifically de-anonymizing code with Llama 3.2 and Llama 3.3. They also use smaller models for bash oneliner generation.

The Most Mario Colors

https://lmnt.me/files/lmnt.webp
The Mario franchise has two logo styles, with the multicolor polygonal style introduced in Super Mario World and used in most 3D Mario games. The most common color sequence in Mario logos is red-green-yellow-blue, found in a quarter of all logos.

Startup Winter: Hacker News Lost Its Faith

https://www.vincentschmalbach.com/wp-content/uploads/2021/06/vincent-schmalbach-shoulders-removebg-square-250.jpg
The startup ecosystem is shifting due to increased awareness of human costs and changing risk-reward equations. A "Startup Winter" may be emerging, where the mythology around startups freezes over, potentially leading to a more authentic and diverse innovation ecosystem.

Invisible Electrostatic Wall at 3M plant (1996)

A 3M plant worker witnessed an "invisible wall" created by static electricity from a plastic film, repelling people and objects. The phenomenon is still not fully explained, but it's thought to be related to charged air and electrostatic fields.

Ask HN: Organize local communities without Facebook?

You want to move your community off Facebook and onto a self-hosted platform, considering Mobilizon, Discourse, or other alternatives. The key challenge is getting users to adopt a new platform.

Calm tech certification "rewards" less distracting tech

https://spectrum.ieee.org/media-library/a-child-using-their-finger-to-write-thank-you-for-your-hard-work-in-japanese-on-the-mui-board-gen-2-which-looks-like-wood-dec.jpg?id=55669888&width=1200&height=900
Amber Case founded the Calm Tech Institute to promote calm technology, which requires minimal user attention and works even when it fails. The institute offers a 81-point certification for devices that meet its standards, with the first batch of certified products announced at CES 2025.

Metacognitive laziness: Effects of generative AI on learning motivation

bera-journals.onlinelibrary.wiley.com needs to review the security of your connection before proceeding.

Hunyuan3D 2.0 – High-Resolution 3D Assets Generation

https://raw.githubusercontent.com/Tencent/Hunyuan3D-2/main/assets/images/teaser.jpg
Hunyuan3D 2.0 is a large-scale 3D synthesis system for generating high-resolution textured 3D assets. It includes two models: Hunyuan3D-DiT for shape generation and Hunyuan3D-Paint for texture synthesis.

Tilde, My LLVM Alternative

Yasser is creating an alternative to LLVM called Tilde (TB) due to its slow compilation speed and large size. TB aims to be a fast and modular compiler backend with a clean API, capable of JITing and AOT.

People are bad at reporting what they eat. That's a problem for dietary research

Scientists found that people underreport their food intake in surveys, with over 50% of records in large databases likely wrong. This calls into question thousands of studies linking diets to health, highlighting the need for better measurement methods.

Meta Censoring '#Democrat' on Instagram

https://mstdn.chrisalemany.ca/system/media_attachments/files/113/864/599/777/549/642/small/a2df28cc2793bf06.png
Instagram users are reporting that searching for certain terms like "democrat" and "fascism" returns no results or a warning, while searching for "republican" does. This is seen as a form of censorship and manipulation of search results, possibly linked to the current US administration.

Show HN: I made a app that uses NFC as a physical switch to block distractions

The app blocks distractions with custom profiles for work, studying, and bedtime. It uses NFC tags for easy profile activation without unlocking the device.

Mercator: Extreme

The text describes an extreme Mercator projection map that cuts off much closer to the poles than normal, allowing for more distortion and visualization of distant points. This map can be centered on any point on Earth, creating a unique perspective on transportation networks, long-distance driving routes, and antipodes.

Couriers mystified by the algorithms that control their jobs

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Gig workers in Northern Ireland and elsewhere are demanding greater openness from food delivery apps like Uber Eats and Deliveroo about their algorithms. The apps' opaque systems lead to frustration and uncertainty for workers, who often feel like they're being "gamed" into accepting jobs with varying pay.

More than 40% of postdocs leave academia, study reveals

https://media.nature.com/lw767/magazine-assets/d41586-025-00142-y/d41586-025-00142-y_50486408.jpg
A study of 45,500 researchers found that 41% of postdocs leave academia, with those who stayed more likely to have had a highly cited paper or changed research topics. Success in academia is determined by factors such as publishing highly cited papers and changing research topics during postdoctoral years.

Kimi K1.5: Scaling Reinforcement Learning with LLMs

https://raw.githubusercontent.com/MoonshotAI/Kimi-k1.5/main/images/benchmark-long.jpeg
Kimi k1.5 multi-modal LLM outperforms GPT-4o and Claude Sonnet 3.5 on various benchmarks by up to +550%. It achieves state-of-the-art reasoning performance across multiple modalities with long context scaling and improved policy optimization methods.

Ruff: Python linter and code formatter written in Rust

https://opengraph.githubassets.com/0111f257521873212b0ff5aeec28e25fccbfeaab42c047faf3ab274bcb71205b/astral-sh/ruff
Ruff is a fast and versatile tool that integrates multiple Python linters and formatters into a single interface, offering a significant speed improvement over alternative tools. It can be used to replace multiple tools, including Flake8, Black, and isort, and is available for installation via various package managers.

Should we use AI and LLMs for Christian apologetics? (2024)

The user received an email from the Apologist Project asking to use their apologetics resources in an AI chatbot and responded with concerns about the reliability and truthfulness of Large Language Models (LLMs) in apologetics. The user argues that using LLMs in apologetics is reckless and can lead to the spread of misinformation, and that the Apologist Project should reconsider launching ...

Show HN: Printercow – Turn any thermal printer into an API endpoint

https://www.printercow.com/logo_cow_dithered.png
Printercow offers 300 free prints per month during beta, with a potential pay-what-you-use model post-beta and a generous free allowance. The goal is to keep Printercow accessible for hobbyists and creators while making it sustainable.

It sure looks like Meta stole a lot of books to build its AI

https://s26162.pcdn.co/wp-content/themes/rigel/images/social_logo.png
Meta used a database of pirated books to train its AI systems, according to recently unsealed court documents. The company's employees admitted to using stolen material from a notorious piracy site, raising concerns about the ethics of AI development.

Concept cells help your brain abstract information and build memories

https://www.quantamagazine.org/wp-content/uploads/2025/01/Concept-Neurons_crCarlos-Arrojo-Lede.webp
Researchers have discovered concept cells in the brain that fire for specific concepts such as people, places, and objects, and these cells play a crucial role in forming and retrieving memories. Concept cells are highly specialized and can fire for multiple related concepts, and they are thought to be linked together to form new associations and memories.

Context should go away for Go 2 (2017)

The author of this post is unhappy with the Go language's context package, which they believe spreads like a virus and is too complex. They think the package should be simplified or changed in Go 2.

JReleaser: quick and effortless way to release your project

https://jreleaser.org/images/jreleaser-duke.png
JReleaser automates project releases with simple configuration and various formats. It packages apps for distribution via popular software packagers with a single command.

United States Digital Service renamed to DOGE

https://www.whitehouse.gov/wp-content/themes/whitehouse/assets/img/whitehouse-47-logo.png
The President establishes the Department of Government Efficiency to implement the DOGE Agenda through modernizing Federal technology and software. The Department will be headed by the USDS Administrator and will work with Agency Heads to promote inter-operability and data integrity.

Rafael Araujo's 20 Mesmerizing Geometrical Masterpieces (2024)

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Rafael Araujo combines geometry and nature in his artwork, blending science and art to create intricate and beautiful pieces. He uses traditional techniques to render his drawings, showcasing the significance of the Golden Ratio in nature's patterns and structures.

Sigstore: Making sure your software is what it claims to be

https://www.sigstore.dev/img/sigstore_logo.png
sign. verify. protect. Make sure your software is what it claims to be.

Guided by the beauty of our test suite

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The user improved their Uxn CPU and Varavara ordinator implementation, Raven, by adding automatic tests, fuzz testing, and statically preventing panics, resulting in a more robust and correct system. They also fixed discrepancies between their baseline and native interpreters using fuzz testing and corrected a bug in their Rust implementation of the SFT opcode.

We've lost our respect for complexity

The author values people who respect complexity, even when they don't understand it, and believes this virtue is lacking in today's society. This lack of respect for complexity is partly due to automation and the detachment from real-world industries, leading to frustration and a desire for quick answers.

Poland fumes over US block on AI chips

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Poland styles itself as a key US ally, but the chip restriction threatens to impact its ambitious military expansion on Putin’s border.

How many Alpine packages can you install at once? (2024)

The user created a program to maximize the number of packages installed on Alpine Linux using a constraint solver and PuLP. The program successfully installed 99.5% of available packages, but the results will drift out of date as packages update.

What I've learned about writing AI apps so far

The user discusses the limitations of Large Language Models (LLMs) and how they should be used to augment human capabilities rather than replace them, emphasizing the importance of clear-eyed understanding of their limitations. LLMs excel at turning text into less text, making them suitable for tasks like answering general-knowledge questions, but they are not suitable for complex tasks that ...

Show HN: Amurex – An open source AI meeting copilot

https://private-user-images.githubusercontent.com/29942790/391347911-7e610998-71f9-454d-bff6-e566f58e447a.gif?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.4TipnoLfvDVqKCbwTgi2BqYRd_d8AvLxEBbJi8JuVBU
Amurex is a meeting assistant that integrates AI to boost productivity and efficiency. It's an open-source tool with features like real-time suggestions and smart summaries.

The Peppermills of Jens Quistgaard

https://www.quistgaardpepper.com/assets/images/peppermill-group-all-2.jpg
The model number of this peppermill is in conflict with another design. A description is needed to resolve the conflict.

RealtimeSanitizer for Rust

The user created a Rust library called rtsan-standalone-rs to make RealtimeSanitizer (RTSan) accessible from Rust, a tool that detects real-time violations in code. RTSan is now available with LLVM20 and can be integrated with Rust using the -Zsanitizer=realtime flag.

Ask HN: Can we just admit we want to replace jobs with AI?

AI research is focused on automation, not advancing humanity, with AGI prioritizing economic value over human benefit. Admitting this truth can help people prepare for AGI's inevitable impact.

Why do regexes use `$` and `^` as line anchors? (2024)

https://assets.buttondown.email/images/1f684a60-30f4-400f-a283-cb3ecf432fdb.png?w=960&fit=max
The author explores the origins of regular expression anchors $ and ^, tracing them back to Ken Thompson's port of the QED text editor. The symbols likely originated from the Teletype Model 35 keyboard, where $ was a spare symbol and ^ was available due to ASCII inclusion.

File Systems: The Original Hypermedia

https://jon.work/og/notation.webp
The web's complexity and lack of inherent character stem from its design, influenced by print media, making it difficult to infer the structure and function of hypermedia artifacts. A file system-based approach could have provided a more streamlined and robust way to conceptualize and implement the web as a medium.

Kvrocks: Redis-compatible distributed key value NoSQL database

https://kvrocks.apache.org/assets/images/hero-12b67eedf40192672c9f1afe8e1f8189.png
Apache Kvrocks is a distributed key value NoSQL database that uses RocksDB as storage engine and is compatible with Redis protocol.

A Cold War Satellite Program Called Parcae Revolutionized Signals Intelligence

https://spectrum.ieee.org/media-library/an-iilustration-of-a-satellite-over-the-earth.png?id=55654873&width=1200&height=1578
The US Navy's Parcae satellite program, launched in 1976, provided global ocean surveillance and electronic intelligence to counter the Soviet Union's growing naval presence during the Cold War. The program's advanced technology enabled rapid data processing and dissemination, allowing for timely military decision-making and maritime-domain awareness.

Liskov Substitution: The real meaning of inheritance

https://cekrem.github.io/images/featured-with-margins.png
The Liskov Substitution Principle states that subtypes must be substitutable for their base types without altering program properties. It ensures behavioral compatibility and interchangeable components through meeting base type contracts.

Ask HN: How are you preparing for PEPPOL?

EU businesses must use PEPPOL for B2B invoices starting next year, impacting small businesses with complexity and costs. Many third parties offer access, but at a price, making it a challenge for small businesses to prepare.

Show HN: Pica – Rust-based agentic AI infrastructure (open-source)

https://www.picaos.com/logo-dark.svg
Pica offers a drop-in web component for developers to build and deploy AI agents with 100+ API integrations. It provides seamless tool integrations, granular control, and complete visibility for debugging and compliance.

President signs order refusing to enforce TikTok ban for 75 days

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President Trump issued an executive order to not enforce penalties against TikTok and its service providers for 75 days. This move aims to extend the deadline for a sale by undercutting penalties on American companies working with TikTok.

Statement on planned protests during the upcoming FOSDEM 2025

https://fosdem.org/2025/assets/style/logo-gear-7204a6874eb0128932db10ff4030910401ac06f4e907f8b4a40da24ba592b252.png
FOSDEM 2025 is expecting protests due to a controversial talk with sponsored speakers. The organizers welcome peaceful protests, but ask organizers to contact them in advance to ensure crowd control and safety.

Show HN: Magenta.nvim – AI coding plugin for Neovim focused on tool use

https://camo.githubusercontent.com/26cd141d6597af729d17fd0c0d8cf401c45835d664ef4161f39c53832d5eecd1/68747470733a2f2f696d672e796f75747562652e636f6d2f76692f42506e554f5f67684d4a512f302e6a7067
magenta.nvim is a neovim plugin that leverages LLM agents for coding assistance. It provides a chat window and tools for context population and inline edits.

Show HN: A submarine combat game in the browser

A submarine knife fight simulator by Carl Kolon.

How the strengths of Lisp facilitate complex and flexible applications (2016)

The Lisp family of programming languages, including Common Lisp, Scheme, and Clojure, offers several advantages that make it an ideal choice for bioinformatics and computational biology research, such as its ability to create powerful and flexible software, support for domain-specific languages, and high productivity. By adopting Lisp, researchers can write faster programs, create extensible ...

Interesting BiCMOS circuits in the Pentium, reverse-engineered

https://static.righto.com/images/pentium-rom-out/pentium-labeled-w600.jpg
Intel's Pentium processor features a BiCMOS floating point unit with a ROM holding 86-bit words, including constants like π. The ROM is accessed through a multiplexer/driver circuit that amplifies the signal for long-distance bus wiring.

Show HN: Chat with multiple LLMs: o1-high-effort, Sonnet 3.5, GPT-4o, and more

https://polychat.co/static/splash.png
Open WebUI

Japan Offers Free Daycare to Boost Tokyo's Falling Birth Rate

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Tokyo plans to offer free childcare for all preschool-aged children starting in September to address its declining birth rate. The measure aims to promote work-life balance and alleviate the financial burden of parenting for families in the city.

MIT Unveils New Robot Insect, Paving the Way Toward Rise of Robotic Pollinators

https://thedebrief.b-cdn.net/wp-content/uploads/2025/01/robot-insect.jpg
MIT researchers developed a robot insect for artificial pollination with lifelike flapping wings, weighing under a gram and achieving 17-minute hover time. The robot's design aims to bridge the gap between natural and robotic performance, paving the way for indoor farms and assisted pollination.

Open Source Alternative to Vercel, Netlify and Heroku

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Dokploy is an all-in-one platform for managing projects, data, and system health with simplicity and efficiency. It offers seamless multi-server deployments, advanced user control, and flexible database management, trusted by developers worldwide with over 10k stars on GitHub.

Find Your Footing After Installing Arch Linux

This series provides bite-sized tutorials for setting up a functional work environment on Arch Linux and other systemd-based Linux distros. It aims to make users quickly functional by teaching atomic tasks in self-contained articles.

Ask HN: Trying to find a post about some OS developer in the 80s coding by hand

You're looking for a story about an engineer who wrote code on paper and then typed it in one go, working flawlessly. You think it might be related to a blog post about a niche OS system or a story from Bill Gates' biography.

Framework Fatigue: The Real Reason Developers Get Angry About New Tech

Developers are resistant to new JavaScript frameworks due to fear of losing employability and having to constantly learn new technologies. This fear is driven by the reality that outdated skills can make it harder to get hired.

A Minimalist TypeScript for C

A Minimalist TypeScript for C. Cp1, or C+1, or C plus 1 programming language adds only the bare essentials to C language that allows you to output C codes and able to use namespaces, modules, methods on enums/structs, auto variable deduction and more.

Perl Weekly Issue #704 – Perl Podcast

https://perlweekly.com/img/perl_weekly_479x218.png
Perl community is active in 2025 with new podcast The Underbar and revived Perlcast, and upcoming German Perl/Raku Workshop in Munich. The Weekly Challenge has secured a sponsor for another year and offers a chance to win $50 with fun tasks and Perl/Raku solutions.

Impact of Low Temperatures on the 5nm SRAM Array Size and Performance

https://semiengineering.com/wp-content/uploads/AdobeStock_78507548-feb-13-2023-scaled.jpeg
Researchers at multiple universities studied the impact of extremely low temperatures on 5nm SRAM arrays, finding that parasitic effects limit array size and performance. Their work aims to improve understanding of low-temperature CMOS computing and its potential for performance and power consumption enhancements.

Compiler Fuzzing in Continuous Integration: A Case Study on Dafny [pdf]

CompFuzzCI is a framework for incorporating compiler fuzzing into the continuous integration workflow of the Dafny compiler, a programming language used in industry for high-assurance software development. The framework has been deployed in practice and has found previously-unknown bugs in the Dafny compiler, demonstrating its effectiveness in detecting compiler bugs.

Bambu denies their own documented restrictions [video]

2025 Daily Surface Air Temperature Looking Bad

https://climatereanalyzer.org/clim/t2_daily/maps/t2/world-wt/2025/t2_world-wt_2025_d001.png
This page displays daily temperature estimates from ECMWF Reanalysis v5 (ERA5) with a 6-day lag, showing global and regional temperature changes from 1940 to present. The data is sourced from Copernicus Climate Change Service and can be visualized as time series and maps.

China won A side-by-side comparison of DeepSeek R1 vs. OpenAI O1 for Finance

https://miro.medium.com/v2/resize:fit:1400/1*O4PGpZxQh64aOPCY4TiB9g.png
The author compares DeepSeek's R1 model to OpenAI's O1 model, finding R1 to be faster, cheaper, and comparable in accuracy. R1 outperforms O1 in various benchmarks and real-world tasks, including generating SQL queries and creating automated trading strategies.

The most viewed articles of 2024

https://upload.wikimedia.org/wikipedia/commons/thumb/a/aa/Kamala_Harris_by_Gage_Skidmore_3.jpg/100px-Kamala_Harris_by_Gage_Skidmore_3.jpg
The year 2024 was marked by significant events including the US presidential election, the release of notable movies and TV shows, and the ongoing Israel-Hamas war. The top 50 most viewed articles on Wikipedia included topics such as the US election, the MCU film Deadpool & Wolverine, and the Indian films Pushpa 2 and Kalki 2898 AD.

Webring

A technical dive into the new Tokyo Xtreme Racer

https://cookieplmonster.github.io/assets/img/posts/txr2025-review/screens/thumb/TokyoXtremeRacer-Win64-Shipping_8GDaPci446.jpg
The 2025 Tokyo Xtreme Racer game is a racing game that delivers a classic experience with a focus on highway racing and customization, and it is now available in Steam Early Access. The game runs smoothly on a wide range of PCs, including those with older graphics cards, and it also performs well on the Steam Deck, with some minor issues that can be improved in future updates.

Curse tablet found in Roman-era grave in France targets enemies by invoking Mars

https://cdn.mos.cms.futurecdn.net/TH3BDNNcQgw3DAue6oSdRY-1200-80.png
Archaeologists in France discovered Roman-era graves with curse tablets, including one written in an extinct Gaulish language. The tablets were used to talk to the gods and contain curses or wishes, with one tablet dedicated to Mars the Royal.

Deploying Rails on Docker: Kamal Alternative

https://impactahead.com/assets/paweldabrowski-2ce3438f.jpeg
Dokku is a straightforward alternative to Kamal for deploying Rails applications on bare metal servers, offering support for Sidekiq, ElasticSearch, and other components. The process involves installing Dokku, adding SSH keys, creating a new application, setting environment variables, configuring the domain and SSL certificates, and deploying the application using a tool like Deployless.

X, Facebook, Instagram, and YouTube sign EU code to tackle hate speech

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Meta, Google, TikTok, and X pledged to remove illegal hate speech on their platforms. They signed a revised Code of Conduct to increase transparency and review hate speech notices within 24 hours.

Protecting the Meaning and Value of American Citizenship

https://www.whitehouse.gov/wp-content/themes/whitehouse/assets/img/whitehouse-47-logo.png
The US President issues an order limiting birthright citizenship to individuals born in the US to parents who are US citizens or lawful permanent residents. The order affects those born after 30 days from the date of the order.

Show HN: SudokuVariants – play and construct different variants of Sudoku

https://sudokuvariants.com/var-icons/arrow.webp
Saving snapshot will save grid in current configuration if grid isn't saved or if it's saved as draft. Enter sudoku grid as text (use 0 for empty cells). Only classic sudoku grids can be imported as text. Importing grid cannot be undone, please save all previous changes.

The QUIC API OpenSSL will not provide (2021)

https://daniel.haxx.se/blog/wp-content/uploads/2021/10/durchgang-verboten.jpg
OpenSSL's delay in providing a QUIC API has hindered QUIC library implementations. OpenSSL is now focusing on a complete QUIC stack, but without a library API, it will continue to hold back QUIC adoption.

Why AI reminds me of cloud computing

The author discusses how the early cloud narrative got many things wrong and compares it to the current AI movement, noting that AI has a long history and has experienced two distinct "winters." The author believes AI will continue to evolve but predicts that things will veer off in unexpected directions.

Making my life easier with GADTs

The user showcases how dependent types and GADTs helped them avoid mistakes in a compiler backend by forcing them to consistently put type annotations when targetting typed λ□. They used a Target type with a typing mode to conditionally compile type information, preventing common mistakes and keeping most of the compilation logic the same.

Cab Numbers

Henry Dudeney's book "Amusements in Mathematics" mentions "The Cab Numbers" problem, where two numbers with distinct digits excluding 0, when multiplied, produce another number containing all nine digits. A computer program found 12449 solutions for 10-digit Cab numbers.

Wol: Wake up your devices with a single command or click

https://raw.githubusercontent.com/Trugamr/wol/main/assets/images/web.png
A CLI tool and web interface send Wake-On-LAN packets to wake devices on the network. It uses a config file and supports CLI commands and a web interface.

Show HN: A Product Hunt alternative where products DON'T compete with each other

https://saascurate.com/_next/image?url=%2Fhero.png&w=1200&q=100
Attract customers, build buzz, and boost revenue for your SaaS whether you're just launching or already growing.

MIT Shuts Grant DB After It Was Used to Research MIT's Israel Ties

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MIT has received over $3.7 million from Israel for warfare technology research since 2015. The university has faced criticism for its ties to Israeli military contractors and its handling of student protests supporting Palestinian human rights.

Stop making moves like a funded startup when you're bootstrapped

https://www.theinsightpad.com/_next/image?url=%2Fblog%2Fposts%2Fwhy-traditional-market-research-is-killing-your-startup%2Fcover.jpg&w=3840&q=75
The author, a bootstrapped founder, realized that traditional startup research methods were not suitable for their limited resources and time. They developed a faster approach to validate ideas, focusing on real results in 72 hours.

The Gilded Age novel that helps explain our fascination with Luigi Mangione

https://images.theconversation.com/files/642142/original/file-20250113-15-28tkfz.jpg?ixlib=rb-4.1.0&rect=276%2C111%2C3653%2C2515&q=20&auto=format&w=320&fit=clip&dpr=2&usm=12&cs=strip
Henry James' novel "The Princess Casamassima" explores the psychology of a revolutionary, leaving readers wanting to know more about his motivations. The novel's ambiguity mirrors the public's fascination with real-life cases of political violence, like the alleged murder of United Healthcare CEO Brian Thompson.

Some Lessons from the OpenAI FrontierMath Debacle

https://res.cloudinary.com/lesswrong-2-0/image/upload/f_auto,q_auto/v1/mirroredImages/8ZgLYwBmB3vLavjKE/rftm0xm0sc2fqb3ezcx5
OpenAI's o3 model achieved 25% on FrontierMath, a benchmark of hard math problems, but its announcement lacked transparency about funding and access. This raises concerns about AI benchmarking, evaluation, and safety, and highlights the need for clear guidelines and agreements.