The Little Book of Generative AI Foundations: An Intuitive Mathematical Primer

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
This book provides a compact introduction to the mathematical foundations of generative AI, connecting major families of models. It aims to make generative modelling more accessible while retaining its mathematical substance for researchers and practitioners.

Safari introduces Adaptive Dark Mode in 27.3

https://webkit.org/wp-content/uploads/Demo-of-Adaptive-Dark-Mode_light.png
Safari 27.3 beta introduces Adaptive Dark Mode, which automatically converts light websites to dark mode for a consistent user experience. The feature is designed to work with most web pages and can be enabled by setting system appearance to dark in Safari settings.

The Internals of PostgreSQL

https://www.interdb.jp/pg/title3.png
This documentation explains PostgreSQL's subsystems and their features, aiming to provide a comprehensive understanding of the database system. The author is seeking remote positions focused on applying ML and AI technologies to DBMS due to personal reasons of moving to Japan.

Jailbreaking my car's navigation system just so I can change the time

https://blog.nns.ee/img/2026-11-02-renault-hack/ui.jpg
The user's 2014 Renault Latitude car has a TomTom Carminat LIVE navigation system that requires a legitimate SD card with specific data to function, including the time settings. The user successfully exploited a kernel vulnerability using the LOG command and core_pattern string manipulation to execute arbitrary code on the rootfs.

Stringman, an $800 open-source room scale gripper robot

https://storage.googleapis.com/nf-site-assets-prod-b/assets/exploded.webp
Stringman is a robotic arm designed to navigate and manipulate objects in a room, using cable-driven architecture and overhead lines for movement. It offers an open-source platform with customizable control software and AI models, allowing users to create their own workflows and behaviors.
Durations are estimated until the YouTube metadata is fetched, so some programs will run short ("please stand by") or get cut off. Keys: ↑↓ channel · 0-9 tune · G guide · F picture · M mute · C captions · I info · T theater · double-click screen for fullscreen · P power

Qwen 3.8 27B on my laptop can interpret model weights, too

Researchers Rikiya Takehi and colleagues demonstrated that large language models can interpret and modify neural network weights, a capability dubbed Weight-Space Programming. The model successfully identified game behaviors from raw weights without executing code or using tools.

macOS 27 does not support CoreStorage volumes

macOS 27 has broken support for encrypted HFS+ volumes, making it impossible to mount or convert them. Users are forced to delete and rebuild their data from backups due to the lack of functionality.

Japan's Jimi 'Mundane' Halloween Costumes of 2026

https://spoon-tamago.com/wp-content/uploads/2026/10/jimi-halloween-2026-top.jpg
Jimi Halloween is a Japanese festival where people dress up in mundane costumes, started by adults at Daily Portal Z in 2014. The event has been covered since 2018 and features humorous everyday outfits on social media using #地味ハロウィン.

Fujifilm to boost tape production 5x as AI fuels archiving demand

https://cdn.arstechnica.net/wp-content/uploads/2026/10/GettyImages-2202649793-640x357.jpg
Fujifilm invests $63 million to increase magnetic tape production fivefold due to growing demand from cloud giants and data centers. The company attributes this surge to the spread of generative AI, which produces exponential growth in data needs worldwide.

Postman silently auto-installs AI plugins and attempts to share all API data

https://github.githubassets.com/assets/platform-4ce65ae0bf273ce2.png
User found Postman plugin and startup hook causing issues, including authentication warnings and routing API work through Codex skills. They request a rollback of the auto-installed integrations to prevent similar problems in the future.

Show HN: Kairos – Open-source risk and fraud decisioning platform

https://raw.githubusercontent.com/finic-ai/kairos/main/docs/images/readme/kairos-experiments.gif
Kairos is an open-source alternative to Sardine, Sift, Riskified and SEON for real-time fraud decisions with decision models catching fraud before labels are available. It combines Grayson's unstructured data analysis with traditional machine learning models like logistic regression and gradient-boosted trees.

We're Training a Figma-Fluent Editing Model

https://cdn.sanity.io/images/599r6htc/regionalized/b05c89053eb2a6d69db765f1db20f82b9fcacac7-878x810.png?w=528&h=487&q=75&fit=max&auto=format
Figma's agent helps designers make edits to existing work, combining speed and quality. The model uses a combination of supervised fine-tuning and reinforcement learning to improve its performance on Figma editing tasks.

Introduction to Programming in ATS

ATS is a syntax-rich and feature-rich programming language that covers core features like functional programming, types, and theorem-proving. The book assumes no prior programming experience but may be dense for those without considerable coding background.

Curiosity Traps

https://www.autodidacts.io/content/images/size/w1200/2026/10/winnie-the-pooh-honey-pot-1.jpg
The author discusses how to create a network of interesting people through public collections of work, and the importance of subtle Easter eggs and curiosity traps to engage readers. This can be achieved by including tangents, puzzles, and links that cater to different audiences in the same piece.

Union Types and Option Types (2025)

https://tibleiz.net/images/blog/optional-t.png
The author experimented with option types in a low-level language, Copper, and found it introduced new concepts that made the language more complex. They considered simplifying to just handling T|Nothing for errors.

Preparing for the Flipper One Kickstarter and opening pre-orders

https://flipper.net/cdn/shop/files/page_flipper-one_body.png?v=1793720883&width=3840
Flipper One is a Linux-based, expandable computer with Wi-Fi 6E and Gigabit Ethernet. It features a powerful ARM processor and supports various M.2 modules for customization.

US tech giants' hidden AI debt swells 90% to $3.2T in 6 months

https://images.ft.com/v3/image/raw/https%3A%2F%2Fcms-image-bucket-productionv3-ap-northeast-1-a7d2.s3.ap-northeast-1.amazonaws.com%2Fimages%2F9%2F1%2F3%2F4%2F13394319-2-eng-GB%2Faad3b104a912-photo_SXM2026103100004660.jpg?fit=cover&gravity=faces&dpr=2&quality=medium&source=nar-cms&format=auto&width=780
PALO ALTO, California -- U.S. tech giants' off-balance-sheet debt from artificial intelligence-related obligations continues to balloon, almost doubling in six months to about $3.2 trillion, with investors increasingly alarmed by seemingly unending spending.

How I use AI (Oct 2026)

https://ben.stolovitz.com/_astro/cover-dark.DYeplbFh_1x6zaR.png
The author, a research engineer at Salesforce AI Research, reflects on their experience with large language models (LLMs) and artificial intelligence (AI) tools over the past year. They have seen significant changes in how they use AI, from managing multiple agents to drafting a personal AI policy.

Ashby (YC W19) Is Hiring EMs

https://www.ashbyhq.com/images/careers/careers-og.png?v5
Join a team that strives to do their best work every day.

There is no posttraining data commons

https://openathena.ai/og.jpg
We got extraordinarily lucky with pretraining data. Training large language models required a truly vast corpus of text, and it was just kind of lying around. Not exactly by accident. For the last 50 or so years, humanity has been busily creating and digitizing an enormous public record of human knowledge. Most obviously, Wikipedia’s editors have assembled the most comprehensive encyclopedia ...

Could a modern chess engine on a Pentium have defeated Kasparov in 1996?

https://nicholas.carlini.com/writing/2026/chess/ppro-screen.png
A computer program called Deep Blue defeated chess champion Garry Kasparov in 1996, but a modern chess engine running on the same hardware could beat him. A custom-built engine using Stockfish and adapted to run on 1996 hardware achieved an estimated Elo rating of 3300.

The 'Astra can read and write weights to improve Qwen' post is misleading

https://honnibal.dev/_next/image?url=%2Fprofile.png&w=640&q=75
The author explains that the "Astra can read and write weights" post is misleading, as it doesn't actually demonstrate a single technique to analyze or modify network weights. The experiments involve different tasks and techniques, including writing code snippets to analyze or modify weights.

Mac at Any Scale

https://namespace.so/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fnichtverstehen.1bc76f95.jpg&w=1080&q=75
The author shares their experience building custom Mac racks for a datacenter, overcoming challenges such as limited supply of Mac Minis and designing efficient cooling systems. They also discuss the use of Apple's Virtualization framework to run macOS instances in the datacenter.

Writing seen in PHerc. 306B, for the first time in 2000 years

https://substackcdn.com/image/fetch/$s_!K9ko!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fde8d0a3b-75c8-423e-882f-dae9aadcc86c_534x457.png
A $50K First Letters Prize was awarded to Liam Warner and Nicola Bodill for their work on PHerc. 306B, a carbonized scroll from the Vesuvius eruption in AD79, after reviewing 25 submissions that identified readable text within a specific area.

Pratt parsing is a black box

Pratt parsing is an efficient algorithm that reduces parsing to a simple question of what to expect to the left of a token, allowing for fast and flexible parsing without complex dependencies or backtracking. To effectively use Pratt parsing, one must adopt a mindset shift towards abstracting grammatical structures into nuds (null denotation) and leds (left denotation), which enables powerful ...

Antimony: CAD Software Evolved from Lisp Machines and Not Drafting Tables (2015)

https://www.mattkeeter.com/projects/antimony/3/images/graph.png
Antimony is a CAD tool that uses Python 3.x and Lisp machine-inspired scripting, allowing users to create custom shapes and transforms. It can export heightmaps for 2.5D processes and .stl files for 3D manufacturing with built-in features and support for user-defined custom shapes.

USDB: Scaling Storage for Next-Generation Recommender Systems at ByteDance

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
USDB is a unified sequence storage system that optimizes streaming and batch workloads by reusing maintenance results across ingestion, inference, and training. It achieves significant performance improvements with 85.8% lower mean write latency and 42.1% lower infrastructure cost compared to an Optimized RocksDB baseline.

Tiny Basic for Arduino

https://dilshan.github.io/tiny-basic/logo/tinybasic.png
Tiny Basic for Arduino is a lightweight BASIC interpreter designed for mid-range MCU boards, allowing direct code writing and running on the hardware. It features an extensive standard library with built-in functions for hardware I/O, math, and bit manipulation.

Practice speaking Japanese with real YouTube videos, graded line by line

https://i.ytimg.com/vi/4VxU2BhGm6U/hqdefault.jpg
A Japanese YouTube video was added, and JIVX turned its lines into sentences to be typed or said. The video ranges from 1 to 180 minutes long and includes various topics such as figure skating, kindness, introductions, travel guides, and morning routines.