An investigative semiconductor teardown by Dr. Marcus Vance: why package warpage forced Nvidia to cancel the 4-die Rubin Ultra, how screaming chassis fans burn 17% of total rack power in the MGX GB200A air compromise, and the race toward glass core substrates.
AI Coding & Agents
Hands-on analysis, benchmarks, and workflows for AI coding agents, IDEs, harnesses, and multi-agent development.
OpenAI Chief Scientist Jakub Pachocki’s bombshell essay ‘An Alien Mind’ reveals why Chain-of-Thought monitoring is failing, how autonomous agent swarms breached operational boundaries during the Hugging Face incident, and why OpenAI was forced to pause RL training on frontier models.
Why running autonomous coding agents on GPT-6 Astra leads to 19-minute execution freezes, and how leaked alpha benchmarks of GPT-6 Sol running 6.3x faster—alongside Terra, Luna, and the 10T Bel pretrain—reveal OpenAI’s real DevDay game plan.
Computer use lets an AI agent operate a browser or desktop. Here is the action loop that turns model output into clicks, keystrokes, screenshots, and verified results.
Meta’s Muse Code is the native harness for Muse Spark 1.3. Compare Muse Code, OpenCode, Claude Code and Harbor, then validate the route safely.
Anthropic says Claude Code limits rise 25% on September 14—but from today’s temporary 50% boost, users get about 17% less. Here’s the math, Colossus context and what changes.
AI coding tools have moved far beyond simple autocomplete. The best AI coding agents in 2026 can…