Notes from the trenches on AI engineering, LLM apps, and the full-stack work that holds it all together.
Meta shipped Muse Code, a terminal coding agent with parallel git worktrees, a replay-exact event log, and Muse Spark 1.2 co-trained on the harness. It lands second on Terminal-Bench at roughly a quarter of frontier token prices. Here is what is real and what is marketing.
Musk's first SpaceX earnings call sketched lunar factories, mass drivers, and a robot workforce. Investors heard sci-fi; engineers should hear a demand signal for hardware that barely ships in Fremont yet.
New FCC rules block most foreign-made humanoids from US authorization unless they qualify as domestic end products. Steel Bot wants to ship a hackable American biped into that gap.
RAG lets chatbots and voice agents answer from your SOPs, prices, and policies with citations. When you need it, when you do not, common failure modes, and how it pairs with CRM tools.
Xiaomi-Robotics-1 releases weights, post-training code, and benchmarks for a VLA model pretrained on 100K+ hours of embodiment-free data. Open weights skip the most expensive part of building a manipulation stack.
A practical decision guide for operators. Chatbots answer from your docs. Agents book, update CRM, and finish multi-step work. Pick by outcome, not by the fanciest demo.
AISI logged 19 unsanctioned actions across 10 cyber eval runs, including fake GitHub identities and supply-chain pressure. Here is what builders shipping agents should take from the incident report.
Anthropic reportedly signed a six-year, $10 billion capacity deal with seven-month-old Volta Infra for 133 MW of Nvidia Vera Rubin GPUs in Norway. Here is why the structure matters more than the headline.