Previewing GPT‑5.6 Sol: a next-generation model

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A limited preview of the new gpt5.6 is available to u.s. government partners. the preview is designed to test the effectiveness of safeguards against misuse based on real-world scenarios - and to help users prepare for attacks if they encounter them en route to the tool sandboxed in their home pcs or home labs, for example, he says – and how they might be used...

Why does kinetic energy increase quadratically, not linearly, with speed? (2011)

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The kinetic energy of an object is proportional to the square of its velocity because it is a consequence of Newton's second law and the definition of work. The quadratic dependence of kinetic energy on velocity is a result of the symmetry properties of space and time, specifically the homogeneity and isotropy of space and the homogeneity of time.

A C++ implementation of a fast hash map and hash set using hopscotch hashing

https://opengraph.githubassets.com/5f70ee753ff7fdc5ff7bc5c46ed2426af8b855d2154f512d99f3833286db0542/Tessil/hopscotch-map
The hopscotch-map library is a C++ implementation of a fast hash map and hash set using open-addressing and hopscotch hashing to resolve collisions. It offers better performances than std::unordered_map in most cases and is closely similar to google::dense_hash_map while using less memory and providing more functionalities.

MicroVMs: Run isolated sandboxes with full lifecycle control

https://d2908q01vomqb2.cloudfront.net/da4b9237bacccdf19c0760cab7aec4a8359010b0/2026/06/22/Screenshot-2026-06-22-at-10.49.45%E2%80%AFAM-1024x577.png
AWS Lambda MicroVMs provides isolated, stateful execution environments for user or AI-generated code, offering virtual machine level isolation, rapid launch and resume, and stateful execution. It's available in multiple regions, with up to 16 vCPUs, 32 GB of memory, and 32 GB of disk per MicroVM.

U.S. government will decide who gets to use GPT-5.6

The gap between open weights LLMs and closed source LLMs

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The gap between open weights LLMs and closed source LLMs is shrinking, with some benchmarks showing a near catch-up by December 2026. However, a broader analysis of 18 benchmarks shows a more moderate and consistent gap of around 5 months.

US allows Anthropic to release Mythos to 'trusted partners'

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AI in mathematics is forcing big questions

https://spectrum.ieee.org/media-library/a-photo-shows-a-man-standing-in-front-of-the-projection-of-a-computer-screen-thats-filled-with-computer-code.jpg?id=67007150&width=980&quality=100
Mathematicians are concerned that AI may replace human mathematicians, but some see it as a tool to aid in problem-solving and collaboration.

We can still stop California's 3D printer surveillance scheme

https://www.eff.org/files/banner_library/3dprintca.jpg
California State Assembly passed legislation mandating 3D print surveillance software despite EFF's warnings about privacy risks. The bill now heads to the state senate, where it needs to be stopped to protect creators' tools and users' rights.

A Tiny Compiler for Data-Parallel Kernels

A compiler was built to understand the transformation of code from regular-looking loops to vector_for loops that allow multiple iterations to be executed in parallel. The compiler lowers kernels into a simpler form where data parallelism is visible, recording which loop iterations run together and whether each load can use adjacent addresses or needs per-lane addresses.

The "Bizarre Headgear" exhibit at the Sam Noble museum

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The author visited a museum in Oklahoma to give talks and saw a temporary exhibit called "Bizarre Headgear: Ceratopsians and the Evolution of Extraordinary Skulls". The exhibit features a wide range of ceratopsian dinosaurs and other animals with unique headgear.

Show HN: Smart model routing directly in Claude, Codex and Cursor

https://opengraph.githubassets.com/48d7cb17b97528ec18ef091845290503eceeb51b9fa260365287883e8c090fbf/workweave/router
Weave Router is a drop-in proxy that picks the best model for every request from Anthropic, OpenAI, and Gemini. It routes requests per request and speaks everyone's API, with a cluster scorer derived from Avengers-Pro 2.

Ultrasound imaging of the brain

https://alephneuro.com/blog/mindeye-1.jpg
Researchers have developed a new type of hardware using ultrasound to record brain activity without drilling into the skull. This technology captures detailed images of the brain's vascular system, potentially leading to breakthroughs in understanding and treating neurological conditions.

Om

https://daringfireball.net/misc/2026/06/om-john-2025-06-09.jpeg
The author and Om Malik were close friends for 20 years, often attending Apple keynotes together, and Om's presence improved any room with his kind words and humor. He transformed from a quick-trigger blogger to a thoughtful essayist after a heart attack in 2008, and his writing continued to earn respect until his passing.

Show HN: DBOSify – Drop-in Temporal replacement built on Postgres

https://raw.githubusercontent.com/dbos-inc/dbosify-py/main/docs/img/architecture.png
DBOSify is a drop-in replacement for Temporal Python that uses Postgres for durable workflows. It replaces the Temporal server and Python SDK for Python-only applications.

Hightouch (YC S19) Is Hiring

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Hightouch is a fast-paced startup that values innovation, kindness, and exceptional talent, offering competitive compensation and flexible work arrangements. The company prioritizes impact, humility, and open-mindedness, providing benefits like family-forming support and generous PTO.

What Is a Nomogram and Why Would It Interest Me?

https://lefakkomies.github.io/pynomo-doc/_images/meyer_nomogram.png
A nomogram is a graphical calculator that uses a set of numbered scales to solve mathematical formulas. It was invented in 1880 and is useful for fast calculations of complicated formulas.

Making Sense of Proof by Contradiction [pdf]

There are certain topics in mathematics where ‘philosophy’ (in the broadest sense) is likely to intrude. Introducing negative or complex numbers is one: is mathematics discovered or invented? Another one is proof by contradiction (or contrapositive, see Kinnear & Sangwin, 2018, for a discussion of the difference). G H Hardy (1967, p. 94) described proof by contradiction as “one of a ...

The open source DOCX editor submitted to HN a few weeks ago has been deleted

GitHub repo under eigenpal is down and docx-editor website is experiencing a 503 error. HN moderation has been inconsistent, possibly due to resource access issues or security concerns.

A human postmortem of the 1996 AOL outage

https://ngrok.com/blog-assets/images/2026-06-23-aol-was-down-1996/cover.webp
A 30-year-old AOL outage in 1996 highlights the importance of site reliability engineering and the need to prioritize individual impact over profit margins. SREs can act as a backstop to prevent reliability back-sliding by emphasizing individual impact, coordinating with coworkers, and proposing outlandish ideas to drive investment in reliability.

PlayStation Is Deleting 551 Movies from Customers' Accounts

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Sony is removing 551 movies and TV series from PlayStation Store users' libraries due to licensing agreements. Users who bought these titles will no longer have access to them after September 1.

Long Wave radio era set to end with Droitwich switch-off

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The Wychbold Masts in Worcestershire are being considered for listing due to their historical importance and role in broadcasting and World War Two. The masts will stop transmitting the BBC's Long Wave service on Saturday, marking the end of an era.

Pre-Modern Armies for Worldbuilders, Part III: Paying for It

https://i0.wp.com/acoup.blog/wp-content/uploads/2026/06/image-8.png?resize=800%2C555&ssl=1
Pre-modern armies were expensive to maintain, requiring non-subsistence labor and resources. States used various methods to fund their armies, including redistribution economies, coinage, and devolving costs to individuals or communities.

Gossamer: a Rust-flavoured language with real goroutines and pause-free memory

https://gossamer-lang.org/img/GossamerLogo.png
Gossamer is a language with immutable data, top-to-bottom data flow, and no borrow checker. It has a broad standard library and a clean path to Rust, with a VM compiled to WebAssembly.

Lippmann Photography

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To make a Lippmann emulsion, mix gelatin, potassium bromide, and silver nitrate, then add sensitizers and hardeners under subdued light. The emulsion is coated onto plates, exposed, and developed using a pyro-ammonium carbonate developer, then optionally swelled and cemented with a prism.

Modern GPU Programming for MLSys

This book teaches GPU programming for AI workloads by understanding hardware, programming model, and building high-performance kernels. It uses TIRx Python DSL to build real GPU kernel examples step by step.

LaTeX.wasm: LaTeX Engines in Browsers

It may take a few minutes to download template files for the first time. Please be patient Step 1: Download latest release from Github. Extract the files and put them into your webpage directory.

The Art of Kite Flying (1430–1929)

https://pdr-assets.b-cdn.net/collections/art-of-kite-flying/kite-flying-00044.jpg?width=1200&height=765
Kites have been used for various purposes including spiritual functions, military surveillance, and recreational activities across cultures and centuries. Their use in human flight, escape, and transportation has been explored and experimented with throughout history.

My Steam Machine is a 50ft HDMI cable

https://blog.matthewbrunelle.com/content/images/size/w1920/2026/06/2615.jpg
The user is excited about Valve's Steam Machine, but won't buy one. They've set up a dual-booting system with Bazzite on their desktop, using a Steam Controller 2 and a 50ft HDMI cable for a console-like experience.

Show HN: Autofit2 – End-to-end pipeline for multilingual text classification

https://opengraph.githubassets.com/81478465b6ed379ef45bd7b064b91e7006f9b5083278ecad80a6b08ea444f5f9/neospe/autofit2
The text describes a few-shot text classification pipeline built on setfit and SBERT embeddings, supporting 50+ languages and scalable to 100+ via Common Crawl. The pipeline is configured through a JSON file (myproject.json) that defines dataset paths, model settings, and output directories for specific tasks and languages.