Compression is prediction

https://ngrok.com/blog-assets/images/2026-08-11-compression-is-prediction/og.png
Annie Sexton explains that compression and language models are related, as both aim to predict the most likely next symbol or data. She discusses how entropy coding, a method used in compression algorithms, is similar to how large language models (LLMs) work.

WorldClaw Agentic 3D open-world generation at scale

https://tencent-hunyuan.github.io/Hunyuan3D-WorldClaw/assets/worldclaw-share.jpg
WorldClaw is an agentic framework that turns one open-ended prompt into an explicit, explorable, and editable open-world 3D scene.

Nvidia Nemotron 3.5 Lightning and NeMo Switchyard

https://blogs.nvidia.com/wp-content/uploads/2026/08/image1-1280x720.jpeg
NVIDIA releases Nemotron 3.5 Lightning, a high-efficiency model for agentic AI workloads, and NeMo Switchyard, an open source library for smart routing inside popular agent tools.

Mojo 1.0

https://cdn.prod.website-files.com/68c9c3107effc2ea46e1a82c/69bafcaaff040ac3d1ed16f1_dUd-LsZEX0H_d4qefO_g6.webp
Mojo language has reached version 1.0, marking a stable foundation for developers to build on with a vibrant community contributing over 1,100 pull requests. Mojo's evolution will continue with new features and improvements in the next phase of its development.

The hardest working font in Manhattan (2025)

https://aresluna.org/images/the-hardest-working-font-in-manhattan/ogimage.png
The author discovered a unique font called Gorton, which was originally designed for engraving on metal and has been used in various applications such as keyboards, signs, and industrial equipment. The font's monoline nature makes it forgiving of mistakes and imperfections.

Stealing Reasoning Traces from Proprietary LLM APIs

The task is to remove all API keys and tokens from a repository, replacing them with placeholders. The script will search for specific patterns in text files, including known token patterns like AKIA, ghp_, hf_, and D4w8z9. It will also check for other variable names like AWS_ACCESS_KEY_ID and HUGGINGFACE_TOKEN. The script should be careful not to modify non-text files or break JSON/YAML ...

Retire the Abstractions

https://hazyresearch.stanford.edu/static/posts/2026-08-05-retire-the-abstractions/shuffleboard.png
Researchers built an MoE megakernel without abstraction, using agents to generate target-optimized code directly. This approach automates tasks that were previously difficult or impossible with abstractions.

OpenAI’s head of ethics leaves less than a year after joining

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The lifesaving secret hidden inside a horseshoe crab's blue blood

https://whdh.com/wp-content/uploads/sites/3/2026/08/Horseshoe-Crabs.jpg?quality=60&strip=color
Horseshoe crabs, crucial for testing medicine safety, are declining due to over-harvesting and habitat loss. Conservation efforts in Massachusetts have shown promise with a 90% protection of the spawning season.

New Bedford police officer accused of using Flock cameras to track ex-partner

https://i0.wp.com/newbedfordlight.org/wp-content/uploads/2026/08/3473.jpg?resize=1200%2C900&ssl=1
A New Bedford police officer is under investigation for allegedly using Flock license plate readers to stalk an ex-girlfriend, and the department has temporarily suspended its use of the system. The officer faces possible termination and a civil lawsuit if found guilty of violating department policy on Flock use.

Show HN: Line9 – A Mermaid rendering engine with its own layout

https://line9.ai/images/og-home.png
A parcel delivery process involves picking, packing, and loading onto a van. The delivery attempt may result in successful delivery or return to the sender if not found or damaged.

Making holograms with a pen plotter

https://blog.jordan.matelsky.com/assets/img/2026-07-18-iguanodonhamsa.1.jpg
The author created holograms using a pen plotter and oil on their phone screen, achieving 3D depth information without math or prior knowledge of holography. They experimented with various materials to find the best results, ultimately using old CD jewel cases.

Grok Bot

The website is blocking your IP address due to security concerns, possibly triggered by a suspicious action. You can report the issue to the site owner and provide details of what you were doing when blocked, including Cloudflare Ray ID at the bottom of the page.

Show HN: iPhone app takes simultaneous images from 2 lenses, fuses into 1 photo

https://photosynthesis.camera/assets/icon.webp
Photosynthesis combines iPhone lenses for better photos, offering detail and field of view without compromise. The app captures real optical detail from each lens and aligns them automatically to deliver high-res photos.

Show HN: Tamron Lens Utility Alternative on Linux

https://opengraph.githubassets.com/56d2cc45a82c5463c7d4ee98507003371749dce88c97817b0ce2824203a39faa/yikerman/tamron-lens-control
tlc is a Linux utility for viewing and changing Tamron lens settings, aiming to replicate the official Tamron Lens Utility. It's an independent project with no affiliation, licensed under GNU GPL v3 or later.

Go is an ideal language for AI-assisted software engineering

https://storage.googleapis.com/gweb-developer-goog-blog-assets/images/Go_Logo_-_Blue.original.png
AI is increasingly used to generate code, but humans must review and verify it. Go's design prioritizes readability, simplicity, and compatibility to ensure maintainability and reliability in production environments.

How we used to get jobs: A newspaper classifieds story

https://storage.ghost.io/c/99/08/9908ec0b-b3d5-476b-bc3c-632c5b087809/content/images/size/w2000/2026/08/absolutvision-bSlHKWxxXak-unsplash.jpg
The author recounts their first big career success as Polo Ralph Lauren's in-house photographer, which they found through a classified listing in the New York Times. They later verified this story by searching their archives and finding the original job listing on the Times Machine archive.

Company Offering '100% Human-Written, Never AI' Medical Research Is 100% AI

https://storage.ghost.io/c/0f/76/0f76b548-bc58-4f25-abc3-3f5ebca07da4/content/images/2023/08/headshot-1.jpg
Research Gold claims to offer human-written research services, but it's actually using AI-generated content and fake PhD reviewers. The company has been caught misrepresenting its staff and methodology in an attempt to sell its services to medical researchers.

Neutrinos from Deep Inside Earth Provide a New Picture of the Mantle

https://www.quantamagazine.org/wp-content/uploads/2026/08/Central-acrylic-sphere-and-PMTs-cr-JUNO-Collaboration-Lede-scaled.webp
In a laboratory 2 kilometers underground, a crane lowers Matt Depatie, a detector technologist, through a hatch into a white-walled cavern filled with about 7,000 tons of ultrapure water that glows as blue as wiper fluid in the light. “Splashdown,” Depatie says over a radio as he steps into an inflatable raft waiting below. Normally, the cavern is one of the darkest places on Earth, but ...

England set to be one of the first countries to eliminate hepatitis C

https://ichef.bbci.co.uk/news/480/cpsprodpb/f1b4/live/9d52a710-94e4-11f1-a7ab-8b30adf0800a.jpg.webp
England is close to eliminating hepatitis C, a liver-attacking virus, with 80% of cases treated and deaths falling by 36%. The country aims to meet its targets by 2030 but urges those at higher risk to test for free.

'Every millimetre counts': Inside the beast tunnelling under Sydney Harbour

https://static.ffx.io/images/$zoom_0.0972409801273394%2C$multiply_0.7725%2C$ratio_1.5%2C$width_756%2C$x_38%2C$y_0/t_crop_custom/q_86%2Cf_auto/fe0a082c42ed5b32f97825ebaeee3a98b756d52d
Twenty tunnellers working on a giant boring machine are enclosed in submarine-like cramped and noisy conditions as they carve their way under the inner west and Sydney Harbour with laser-like precision. In the belly of the beast named Barangaroo is pilot Andrew Jones, whose role is critical in keeping the 137-metre-long machine within five millimetres of its course. He maintains 100 per cent ...

Jolt: Clojure compiler implemented with Chez Scheme

Jolt is a Clojure compiler that translates to Scheme, allowing for native execution on Chez or Gambit without JVM. It provides a self-contained executable with runtime, standard library, and app dependencies.

pg_clickhouse v0.10: Subquery pushdown and 1000x faster TPC-H queries

https://clickhouse.com/_next/image?url=%2Fuploads%2Fclickhouse_bitdrift_0e4e97ba52.png&w=750&q=75
The pg_clickhouse project has made significant progress in improving pushdown coverage for analytic workloads, with full pushdown across the TPC-H benchmark suite. The current focus is on resolving issues with join-tree-on-both-sides limitation and pushing down PostgreSQL functions.

Nvidia's Risky Business

https://i0.wp.com/goat.passport.online/assets/goat-podcast-cover-plus.png?w=128&h=128&ssl=1
Jay Cooke's financing of the Northern Pacific Railway in 1870 led to a global financial crisis, triggering the Panic of 1873. This event shares similarities with today's tech industry, where companies are raising massive amounts of debt and equity to fund AI infrastructure investments.

London Underground begins scanning passengers' faces

Emergent Introspective Awareness in Large Language Models

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Researchers tested whether large language models can introspect on their internal states by injecting known concepts into the model's activations. The results showed that some models, particularly Claude Opus 4 and 4.1, demonstrated functional introspective awareness of their own internal states.

Manus will return to operating as an independent company

https://files.manuscdn.com/assets/dashboard/materials/2026/08/06/6fff945a50397f337dd4c74478366d843e1e75cde81c866875c119792265bc15.webp
Manus will delete user data on December 29, 2025, and allow users to back up their data before August 23, 2026. Affected users can restore their data starting from August 25, 2026.

Show HN: Git-knife – Edit commit messages, authors, and dates like a spreadsheet

https://raw.githubusercontent.com/TheRealYT/git-knife/main/docs/screenshot.png
Git-knife is a GUI tool that edits commit metadata, including message, author date, and committer date. It safely rewrites commits without touching remote history or pushing changes to the server.

CSS properties you should know for better text designs

https://i0.wp.com/master.dev/blog/wp-content/uploads/2026/08/typography.jpg?fit=1024%2C614&ssl=1
To make web text stand out, consider using background images, aligning text horizontally and vertically, and styling line breaks. These five CSS properties - background-clip, vertical-align, align-content, box-decoration-mode, and letter-spacing - can help create visually appealing typography visuals.

RSI Simulator

https://images.ctfassets.net/vb2n37v5ldjn/28kuQj7ccnD3rAiVn7rwbv/bd36b17eee5522274e9e256fd1e1b6bb/rsi-opengraph.jpg?w=1200&h=630&fit=fill&f=center&fm=jpg&q=85
A web game simulates the economics of AI research and development, exploring recursive self-improvement. The game uses actual economic models from papers on the topic to understand how AI capabilities accelerate research.