DeepSeek Elastic Compute (DSec)

Abstract:Large-scale agentic training and evaluation with large language models (LLMs) rely on isolated, stateful execution environments in which models inspect repositories, invoke tools, execute commands, and interact with task-specific services. These workloads create sandboxes in large bursts, span heterogeneous functionality and isolation requirements, retain state across long interactions, and draw from large image corpora with […]
Show HN: Reladraw – A diagram language where you decide where to place things

A text language for diagrams where you say where things go. Try it in your browser → — edit the source on the left, watch the layout re-solve on the right. Nothing to install. A diagram drawn by hand in draw.io: And the same diagram written down in reladraw and rendered from the text — […]
I’m the Mom in That Viral Giants Clip. Let Me Tell You About My Husband

You saw me carrying our baby and food. There was more happening in our family that night. Millions of people have watched me carry my daughter and food back to my seat at a San Francisco Giants game. They have praised me as “mom of the year” and called my husband too many names to […]
Make Claude your assistant in excalidraw

drawgent connects your own Claude Code, Codex or opencode (your install, login, config and repo) to an Excalidraw whiteboard. Ask for a diagram in the chat panel, or write AGENT: … next to the part of a drawing you want changed. The agent looks at the canvas (screenshot + scene), edits it live, checks the […]
Show HN: A Claude Code skill to analyze your chess games

Claude Code skills that turn one of your chess games into a post-mortem you can actually read: plain-language explanations of your mistakes, checked against Stockfish, and a narrated video of the whole game. out-010.mp4 If the player above does not load (it needs a GitHub login), watch the mp4 directly (10 MB). 6:49, English narration, […]
Earth is tearing apart beneath the Pacific Northwest

Scientists have captured an unusually detailed view of a major tectonic system beneath the Pacific Northwest beginning to come apart. The discovery, reported in Science Advances, shows a subduction zone actively breaking into pieces. Subduction zones form where one tectonic plate is forced beneath another and pushed deep into Earth. They are responsible for some […]
Understanding the Impact of LLM Watermarking on AI Agent Behavior

Recently, Anthropic announced that future Claude models would embed an invisible watermark in their output [1], [2], and subsequently disclosed that the watermark is based on Google DeepMind’s SynthID-Text [2], [3]. Text watermarking itself is not new, but its deployment now has regulatory relevance. Article 50(2) of the EU AI Act [4] requires providers of […]
Breaking Up with Google Play: Why Conversations Is Now Free

Conversations, my federated instant messaging client for Android, started out as many traditional open-source projects do: as an attempt to scratch my own itch. Development started in January 2014 in my student dormitory, and within weeks I started dogfooding and using the client as the primary means of communicating with my friends. However, when it […]
One Month Without AI
Several months ago, I decided that AI contributions were no longer welcome in a FOSS project I am building and maintaining – LibreWeddingPlanner. It’s not that it got a lot of contributions with AI — actually all contributions I’ve had are translations and feature requests — but I wanted to avoid future drama and have […]
How to keep enjoying programming in a world of LLMs
Are you steering towards AI burnout? Afraid of loosing your job to someone with little programming skills, no aspirations to quality, and a huge Claude account? Disappointed about the code quality in your projects, or worse in “your” own code? This is for you. There are significant and legitimate ethical concerns about frontier LLMs run […]