1. LLMs and Self-Referentiality (scottaaronson.blog)

I woke up yesterday with the following thoughts, which are probably either obvious or dumb. A central thesis that many readers, including me, took from Douglas Hofstadter’s Gödel Escher Bach when y…

The piece reflects on personal insights sparked by Douglas Hofstadter’s “Gödel, Escher, Bach,” particularly regarding the concepts of self-reference and recursion in the context of large language models. It invites readers to consider the implications of these ideas in understanding AI.

4. ChatGPT, Claude, and Grok Are Down (www.macrumors.com)

It is apparently not a good day for AI chatbots, as ChatGPT, Claude, and Grok are all down or experiencing issues for many users. OpenAI's status page acknowledges issues across ChatGPT and Codex, while Grok's website notes that it is currently experiencing issues as well. Likewise, Anthropic's status page indicates Claude is experiencing elevated errors. All of the companies are investigating the outages. All of the companies are investigating the outages.

Multiple AI chatbots, including ChatGPT, Claude, and Grok, are facing significant downtime, affecting users’ access. Each company is currently working to resolve the issues that have been reported across their platforms.

5. A dark horse enters China's AI race: StartLux (chinaonchina.com)

Debut closes in on DeepSeek's trillion-parameter flagship.

StartLux is emerging as a significant competitor in China’s AI landscape, approaching the capabilities of DeepSeek’s flagship model with its impressive trillion-parameter system. This development highlights the intensifying competition in the AI sector.

6. Creating Backup Storage Sucks (smarmelling.com)

Took way more than I thought. But it was fun

Setting up backup storage can be a surprisingly involved process, but it can also be enjoyable. Discover the insights and unexpected challenges that come with organizing your data securely.

7. 4.5B Posts Scraped from TikTok (tiktok-api.seeksocial.io)

A technical guide to reaching TikTok

Learn how to effectively access and utilize data from TikTok with this comprehensive technical guide. It offers insights into the methods for scraping and analyzing the platform’s vast content.

12. Dutch central bank moves 86 tonnes of gold from US citing 'geopolitical unrest' (www.theguardian.com)

Bank says gold reserves held in London could be traded more easily and the move will allow it to respond more rapidly in a ‘crisis situation’

The Dutch central bank has relocated 86 tonnes of gold from the US to London to enhance the flexibility of its reserves amid growing geopolitical tensions. This strategic shift aims to ensure quicker access during potential crises.

13. Working to Make Python Lazy (iscinumpy.dev)

Python 3.15a7, which is now just a uv python install 3.15 away on all major platforms, has lazy imports! This exciting feature, proposed in PEP 810, promises to make CLI applications faster (especially when using flags like --help), and could make a lot of large code with lots of imports that don’t always get used faster too. Unlike the earlier, failed attempt, this requires libraries to put in some work. I’ve developed a helper tool to make it easy; I’d like to cover what lazy imports are and how to use my tool. Since this is the first library that I used AI heavily in developing, the second half of the post will cover how my experience with AI for a task like this went.
TL;DR: run uvx flake8-lazy --apply=list to make your code magically faster on Python 3.15!

Python 3.15 introduces lazy imports, which can significantly speed up command-line applications and optimize large codebases by loading only necessary modules. A new helper tool aims to simplify the integration of this feature, making it easier for developers to take advantage of these performance improvements.

14. Texas Data Center Map: See where data centers are operating or planned (www.kxan.com)

Texas has more than 600 data centers. Explore our interactive map of operating and planned projects across the state.

Discover the extensive network of over 600 data centers in Texas with an interactive map that highlights both current operations and future developments. This tool provides valuable insights into the state’s growing tech infrastructure.

17. Launch HN: Mireye (YC S26) – Infrastructure for Physical World AI Agents (www.mireye.com)

Connect your AI Agents to the Real World.

Mireye is developing a comprehensive API and server system designed to empower AI agents with the tools and data needed to make informed decisions about physical locations across the U.S. The founder shares a demo video showcasing how this infrastructure works.

18. Much Ado About Adenoids (www.damninteresting.com)

The largest and strangest riot in New York City’s history.

Discover the bizarre details of New York City’s largest riot, which left an indelible mark on the city’s history. This account sheds light on the unusual circumstances that led to this chaotic event.

21. The Double Matthew Walker Knot by Fable 5.1 (claude.ai)

Try out Artifacts created by Claude users

Discover unique Artifacts designed by Claude users that enhance your experience with the Double Matthew Walker Knot in Fable 5.1. This update brings creative tools that could elevate your gameplay.

22. Cheap Desktop 400GbE Switch MikroTik CRS804-4DDQ-HRM Review (www.servethehome.com)

We test the MikroTik CRS804-4DDQ-hRM a 4-port 400GbE network switch that we have been using for local AI clusters

The MikroTik CRS804-4DDQ-HRM is a budget-friendly 4-port 400GbE switch that has been utilized in local AI clusters. Discover its performance and capabilities for high-speed networking in this review.

24. GPT-6-Astra: infinitely pairs of consecutive primes with distance at most 186 (github.com)

Conditional Lean formalization and numerical certificate for prime gaps at most 186. - openai/PrimeGaps186

Researchers have formalized a proof showing that there are infinitely many pairs of consecutive prime numbers with a gap of 186 or less. This work uses Lean, a proof assistant, to provide a rigorous foundation for this significant finding in number theory.

26. Instrument Clusters Are Now Paid Extras in Two Hyundai Models (www.caranddriver.com)

The base Ioniq 3 doesn’t seem to offer an instrument cluster at all.

Hyundai’s base Ioniq 3 model is missing an instrument cluster entirely, raising questions about the value of paid extras for features that may be considered essential. This shift in offering could impact buyer decisions and perceptions of the brand.

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