弄虚作假要不得,形式主义要不得。“形式主义实质是主观主义、功利主义,根源是政绩观错位、责任心缺失,用轰轰烈烈的形式代替了扎扎实实的落实,用光鲜亮丽的外表掩盖了矛盾和问题。”
Publication date: 28 February 2026
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Automated systems are causing real harm. “Request review” processes shouldn’t require detective work to find contact forms, forum registrations, and email addresses. A 15-day resolution time for a false positive is unacceptable for businesses that depend on web traffic.
For running untrusted code in a multi-tenant environment, like short-lived scripts, AI-generated code, or customer-provided functions, you need a real boundary. gVisor gives you a user-space kernel boundary with good compatibility, while a microVM gives you a hardware boundary with the strongest guarantees. Either is defensible depending on your threat model and performance requirements.
In November, just a few days before Thanksgiving, Anthropic released Claude Opus 4.5 and naturally my coworkers were curious if it was a significant improvement over Sonnet 4.5. It was very suspicious that Anthropic released Opus 4.5 right before a major holiday since companies typically do that in order to bury underwhelming announcements as your prospective users will be too busy gathering with family and friends to notice. Fortunately, I had no friends and no family in San Francisco so I had plenty of bandwidth to test the new Opus.