Language Model Teams as Distrbuted Systems

Abstract page for arXiv paper 2603.12229: Language Model Teams as Distributed Systems

Nvidia Launches Vera CPU, Purpose-Built for Agentic AI

NVIDIA today launched the NVIDIA Vera CPU, the world’s first processor purpose-built for the age of agentic AI and reinforcement learning — delivering results with twice the efficiency and 50% faster than traditional rack-scale CPUs.

Polymarket gamblers threaten to kill me over Iran missile story

The “small web” is bigger than you might think

The small web is growing, and getting more active. Good news.

On The Need For Understanding

I saw this Mastodon post from Andy Wingo recently: in these days of coding agents and what-not, i often think of gerald sussman's comm...,I saw this Mastodon post from Andy Wingo recently: in these days of coding agents and what-not, i often think of gerald sussman's comm...

Why I love FreeBSD

A personal reflection on my first encounter with FreeBSD in 2002, how it shaped the way I design and run systems, and why its philosophy, stability, and community still matter to me more than twenty years later.

Starlink Mini as a failover

I recently picked up a Starlink Mini to use as a backup connection for my home network. The underlying technology is fascinating - thousands of satellites in low Earth orbit delivering broadband almost anywhere. With the new £4.50 standby plan, it's an excellent way to keep things online.

Home Assistant waters my plants

My first foray into home automations, Zigbee and irrigation systems.

Meta’s renewed commitment to jemalloc

Apideck CLI – An AI-agent interface with much lower context consumption than MCP

TL;DR: MCP tool definitions can burn 55,000+ tokens before an agent processes a single user message. We built the Apideck CLI as an AI-agent interface instead:an ~80-token agent prompt replaces tens of thousands of tokens of schema, with progressive disclosure via `--help` and structural safety baked into the binary. Any agent that can run shell commands can use it. No protocol support required.

My Journey to a reliable and enjoyable locally hosted voice assistant (2025)

I have been watching HomeAssistant’s progress with assist for some time. We previously used Google Home via Nest Minis, and have switched to using fully local assist backed by local first + llama.cpp (previously Ollama).…

AnswerThis (YC F25) Is Hiring

Who we are Trillions of dollars flow into global R&D every year, and a massive share of it goes to researchers manually reading papers, writing literature reviews, and assembling evidence packages. This is the work that decides whether a new drug or medical device reaches patients, and almost all of it is still done by hand. AnswerThis is building the operating system for scientific knowledge inside enterprises. Our agents search, synthesize, and draft evidence-based research autonomously. We have 200K+ researchers on the platform across universities and Fortune 500 companies, and we're going deep into life sciences, where the workflows are most manual and the stakes are highest. We're YC-backed, growing fast, and small on purpose. What we'

AirPods Max 2

Leanstral: Open-Source foundation for trustworthy vibe-coding

First open-source code agent for Lean 4.

The bureaucracy blocking the chance at a cure

How early-stage clinical trials became unnecessarily expensive and inefficient—and how we can fix them, inspired by a recent story about a dog treated for cancer.

Show HN: Oxyde – Pydantic-native async ORM with a Rust core

Oxyde ORM is a type-safe, Pydantic-centric asynchronous ORM with a high-performance Rust core designed for clarity, speed, and reliability. - mr-fatalyst/oxyde

Show HN: Claude Code skills that build complete Godot games

Claude Code skills that build complete Godot 4 projects from a game description - htdt/godogen

US commercial insurers pay 254% of Medicare for the same hospital procedures

Investigative data journalism: quantifying fixable waste in US healthcare, one issue at a time. Open-source analysis of CMS, OECD, and federal datasets. $98.6B in savings identified so far. - rexrodeo/american-healthcare-conundrum

Corruption erodes social trust more in democracies than in autocracies

IntroductionWhile corruption exists in both democracies and autocracies, its social consequences may differ fundamentally across regime types. Democratic nor...,IntroductionWhile corruption exists in both democracies and autocracies, its social consequences may differ fundamentally across regime types. Democratic nor...,IntroductionWhile corruption exists in both democracies and autocracies, its social consequences may differ fundamentally across regime types. Democratic nor...