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Stop Telling Me to Ask an LLM
opinion
3 min read
People often prefer direct communication methods like email or text over phone calls. When faced with complex questions lacking industry consensus, consulting experienced individuals can provide valuable insights beyond standard resources.
The Chinese Voice Actor Forced to Prove He's Human
news
14 min read
Voice actor Shen Anyu has recorded multiple videos to prove he is human due to the widespread use of AI-generated copies of his voice. Since 2025, these AI replicas have become prevalent online, prompting Shen to demonstrate his authenticity.
AI 2040 and the cult of intelligence
opinion
5 min read
AI development faces significant challenges, as real-world applications often involve complex, intricate details. Achieving advanced AI capabilities may be more difficult than theorized, highlighting the gap between theoretical understanding and practical implementation.
Who manages the agents?
opinion
13 min read
Two visions for the future of AI are emerging: one where a small group controls AI as a deity, and another where humans are at the center with AI serving as an amplifier. Dario Amodei warns that AI could potentially eliminate half of entry-level white-collar jobs.
Reverse centaurs are the answer to the AI paradox (2025)
opinion
13 min read
Reverse centaurs address the AI paradox by focusing on the impact of AI on individuals rather than the capabilities of the machines themselves. The content also includes various links and information about recent and upcoming appearances and publications.
Nvidia, CoreWeave, and Nebius: Inside the Circular Financing of the GPU Boom
news
21 min read
Neoclouds are experiencing significant hyperscaler demand as companies accelerate AI infrastructure scaling, leading to substantial revenue and backlog growth. CoreWeave and Nebius provide access to the latest Nvidia GPUs while optimizing compute utilization, despite concerns about hyperscalers offloading their capital expenditures.
The early History of the Singular Value Decomposition (1993) [pdf]
research
1 min read
The Singular Value Decomposition (SVD) is a mathematical technique used in linear algebra for decomposing a matrix into singular values and vectors. It has applications in various fields, including statistics, signal processing, and machine learning.
OpenAI Engineer’s ‘LOL’ Moment Set Stage for Legal Fight With Apple
news
1 min read
Apple Inc. has filed a lawsuit against former iPhone engineer Chang Liu, alleging he took a company-issued MacBook and retained access to internal information through a software bug after leaving for OpenAI. The lawsuit claims Liu maintained a close relationship with an Apple employee who continued to share confidential information.
Speculations Concerning the First Ultraintelligent Machine (1965) [pdf]
research
1 min read
Speculations from 1965 explore the concept of an ultraintelligent machine capable of surpassing human intelligence. The document discusses potential implications and challenges associated with the development of such advanced AI systems.
Networking and the Internet, from First Principles
research
79 min read
Text, calls, and video chats are converted into radio waves, electrical pulses, or light signals for transmission. This process allows for instantaneous communication across vast distances, making interactions feel immediate.
A font that humans can read but AI cannot
tool
5 min read
Ghost Font is an anti-AI font designed to be readable by humans but not by leading AI models. It utilizes motion, video, noise, and decoys to convey messages uniquely.
Meta pulls new AI image feature after days of backlash
news
2 min read
Meta has removed a new AI image generation feature from Instagram that allowed users to create fake images using content from public-facing accounts. The feature was part of the Muse Image tool rollout, which was launched just days before its removal.
Apple sues OpenAI, accusing it of stealing company secrets
news
1 min read
Apple has filed a lawsuit against OpenAI, alleging theft of trade secrets related to unreleased products. The legal action follows a previously established partnership between the two companies to provide AI services on Apple devices.
Apple sues OpenAI, accuses ex-employees of stealing trade secrets
news
6 min read
Apple has filed a lawsuit against OpenAI, alleging that former employees stole trade secrets for OpenAI's benefit. The lawsuit aims to stop the alleged theft of proprietary information.
Software Engineer's Firing Ruled Illegal in a Rare Win for a Tech Worker
news
1 min read
A federal labor law judge ruled that Atlassian illegally fired a software engineer who questioned company policy changes. This ruling represents a rare legal victory for tech workers facing retaliation for speaking out.
Please don't discontinue Gemini 2.5 Flash
opinion
2 min read
Users express concern over the potential discontinuation of Gemini 2.5 Flash due to its superior performance in specific workflows compared to Gemini 3 Flash. Internal benchmarks indicate that Gemini 3 Flash does not meet the same performance standards, even after adjustments to prompting.
An update on residential proxies and the scraper situation
news
16 min read
Scraper attacks originate from numerous sources, often involving millions of unique IP addresses making multiple requests in a short period. The user-agent field in these requests is typically manipulated to appear as legitimate browser traffic.
How the terrorist group Boko Haram uses frontier AI
research
1 min read
The Cambridge Programme on AI Science & Policy (CASP) focuses on interdisciplinary research related to advanced AI technologies. It aims to address the implications of AI in various sectors, including security and policy-making.
GPT-5.6 Sol Ultra produces proof of the Cycle Double Cover Conjecture [pdf]
research
1 min read
GPT-5.6 Sol Ultra has successfully produced a proof for the Cycle Double Cover Conjecture. The proof is documented in a PDF file available online.
The Annotated JEPA
tool
38 min read
The Annotated JEPA provides a comprehensive guide to Joint Embedding Predictive Architectures, detailing each component and culminating in a functional training loop. JEPA, proposed by Yann LeCun, aims to enable models to learn about the world in a self-supervised manner without relying on labeled data.
Write code like a human will maintain it
opinion
1 min read
LLMs can generate code continuously, allowing developers to focus on higher-level tasks without worrying about repetitive updates. Emphasizing maintainability, the generated code is designed to align with human coding practices.
After 7 years in production, Scarf has reluctantly moved away from Haskell
opinion
11 min read
Scarf has transitioned away from Haskell after seven years of production use. The decision reflects challenges faced while using Haskell in their development process.
Punk, or why I don't stream anymore
opinion
4 min read
Spectacle has undermined hacker culture by promoting consumption over participation. The author expresses a preference for personal challenges with machines rather than performative activities like streaming.
Late Bronze Age Collapse
research
30 min read
The Late Bronze Age Collapse occurred during the 12th century BC, leading to the disintegration of state systems across the Eastern Mediterranean and Middle East. This event is considered one of the most significant collapses in history, surpassing the fall of the Roman Empire in severity.
Unified Memory, Explained: Why Mini PCs Can Run 70B Models a Big GPU Can't
tool
11 min read
Mini PCs with unified memory can run 70-billion-parameter models due to their larger memory capacity, while high-end GPUs like the NVIDIA RTX 5090 are limited by their smaller memory size. The RTX 5090 has 32GB of memory, insufficient for a 70B model requiring approximately 40GB, whereas the mini PC can handle it with 128GB of memory.
Java 27: What's New?
tool
9 min read
Java 27 has reached its Rampdown Phase One, indicating that it is feature complete. New functionalities introduced in this version are aimed at enhancing the development experience for Java programmers.
AI-generated videos to maximally drive a target brain region
research
1 min read
NEvo is a neural-guided system designed for synthesizing videos through evolutionary algorithms. It leverages deep learning techniques to enhance video generation and editing processes.
Ben Bernanke Joins Anthropic Oversight Trust
news
3 min read
Dr. Ben Bernanke has been appointed to Anthropic’s Long-Term Benefit Trust. The trust is an independent body focused on ensuring the responsible development of advanced AI for the long-term benefit of humanity.
Exit Chat Control
news
15 min read
Regulation 2024/982 implements Prüm II, allowing the automated exchange of facial images, including those of unconvicted suspects, among police forces across Europe via a central router. EDRi has criticized this regulation for being adopted without substantial national debate, raising concerns about privacy and civil liberties.
Build your own vulnerability harness
tool
25 min read
Project Glasswing examines the impact of frontier security models on enterprise codebases and the adaptability of defensive structures against threats from frontier AI. The evolving AI ecosystem poses risks to developers reliant on single models, highlighting the need for robust vulnerability harnesses.
Parental device use and the adolescent-caregiver attachment bond
research
28 min read
Adolescents perceive their primary caregivers' device-centric behaviors as impacting their emotional attachment. The study examines the implications of "technoference" and "phubbing" on parent-child relationships.
Building a real-time AI tutor for 5-year-olds
tool
9 min read
The AI tutor is designed to teach math and reading to children aged 4-9, requiring rapid responses and a user-friendly interface. Architectural decisions prioritize immediate feedback and accuracy to enhance the learning experience.
OpenAI faked inability to search training data, hid billions of logs, NYT says
news
2 min read
OpenAI is facing potential sanctions for preventing news organizations from accessing logs that could reveal users bypassing paywalls by using ChatGPT. The outcome of this legal battle could determine whether OpenAI is deemed an infringer or if its technology is classified as transformative fair use.
GLM 5.2 is nearly as accurate as a human book keeper
research
9 min read
GLM 5.2 achieves accuracy comparable to a human book-keeper in preparing quarterly VAT returns for small UK businesses. The cost of using GLM 5.2 is less than 1% of traditional accounting services.
Interview with Mitchell Hashimoto about Ghostty and Zig
opinion
20 min read
Mitchell Hashimoto is the creator of several tools including Vagrant, Packer, Consul, Terraform, Vault, Nomad, Waypoint, Ghostty, and Vouch. He discusses topics such as terminals, the Zig programming language, and the transition from software engineering to founding a business.
GPT-5.6
tool
19 min read
The GPT-5.6 family of models has been launched for general availability, featuring Sol as the flagship model, Terra for balanced everyday work, and Luna as the cost-efficient option. GPT-5.6 Sol achieves state-of-the-art results in coding, knowledge work, cybersecurity, and science, outperforming previous models with fewer tokens and lower estimated costs.
ChatGPT Work
tool
9 min read
ChatGPT Work is an agent designed to assist users with ambitious tasks by gathering information across apps and workflows. It can create finished materials such as sheets, slides, documents, and web apps, and manage complex projects by breaking them into smaller steps over extended periods.
AI 2040: Plan A
opinion
10 min read
Humanity aims to delay the development of superintelligence until 2040 while making all AI research public. This plan encourages global competition among numerous companies and establishes a regime of mutually assured compute destruction.
AI content is everywhere on social media, especially LinkedIn
research
5 min read
Pangram's Chrome extension scans social media posts to identify and flag AI-generated content. This tool aims to help users make informed decisions about the content they engage with on platforms like LinkedIn.
Launch HN: Context.dev (YC S26) – API to get structured data from any website
tool
5 min read
Context.dev provides a web scraping and crawl API that enables AI agents to extract structured data from any website using JSON schema. Mintlify utilized Context.dev to transform GitHub repository URLs into fully branded documentation sites in under 10 minutes.
Hy3
research
1 min read
Tencent Hy is a platform designed for AI research and development, providing tools and resources for developers to create and deploy AI applications. It features advanced capabilities in natural language processing, computer vision, and machine learning.
How to Write an Email
opinion
4 min read
Emails should begin with the main point to facilitate quick understanding and decision-making. Bad news should be stated early in the message to avoid obscuring the issue with unnecessary context or politeness.
A possible future for Damn Interesting
opinion
2 min read
Alan Bellows, founder of Damn Interesting, has sustained the project for nearly twenty years through part-time engineering jobs while dedicating the rest of his time to research, writing, editing, and podcasting. Recent changes in the landscape have prompted reflections on the future of the project.
Opinionated and easy Pi.dev configuration
tool
1 min read
LazyPi enables instant setup of a Pi coding agent with a single command, configuring over 60 community skills, 67 themes, and additional support features. It provides a curated starting point for users, eliminating the need for extensive research and configuration.
The next era of AI is about infrastructure, not just models
opinion
8 min read
The evolution of AI in enterprises has shifted focus from model development to infrastructure, particularly following the launch of ChatGPT in November 2022, which provided non-technical executives with direct access to AI capabilities. Economic factors, such as frozen IT budgets in 2023, are influencing how organizations prioritize and implement AI solutions.
Why we're moving off Cloudflare Durable Objects
tool
4 min read
Wire is transitioning from Cloudflare Durable Objects to a newly rebuilt container runtime for its context containers used by AI agents. The new data plane has been benchmarked against the previous system using identical data and queries.
DeepSeek aims to make its own AI chip
news
3 min read
DeepSeek, a Hangzhou-based AI startup, is developing its own chip to reduce reliance on Nvidia and Huawei's Ascend processors. This strategic pivot signals significant changes in China's AI landscape.
SimPolitics: America’s quest to solve politics with computers
research
1 min read
SimPolitics examines the historical relationship between computers and politics from the 1960s to the late 1980s. The work explores how computer models have influenced political practices, including election strategies and international relations.
Muse Spark 1.1
tool
6 min read
Muse Spark 1.1 is a multimodal reasoning model developed by Meta Superintelligence Labs, designed for agentic tasks with enhanced capabilities in tool usage, coding, and multimodal understanding. This release, alongside Muse Image, aims to improve performance efficiency and advance the vision of personal superintelligence.
My thoughts on the Bun Rust rewrite
opinion
8 min read
Bun is being rewritten in Rust to improve performance and maintainability. Jarred's early involvement in the Zig community showcased his experimental approach to problem-solving, contributing to his growth as an engineer.