Source: Computational Materials Science, Volume 266
这个逻辑本身并不难理解，但问题是，既然承认书籍有价值，为什么不付钱？究其原因，挨个找出版社和作者谈授权，费时费力，成本也高。于是 Anthropic 启动了「巴拿马项目」。一句「不希望外界知道」，说明它也清楚这件事站不住脚。
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transaction in real time. The very next year, IBM took the logical next step:
Anthropic said some of the essays the model writes may be informed by "very minimal prompting" or past entries, and has predicted everything from essays on AI safety to "occasional poetry." The company also admitted that the concept might be seen as "whimsical," but is a reflection of its intention to "take model preferences seriously."
Apple’s new Containerization framework (announced at WWDC 2025) is interesting here. Unlike Docker on Mac, which runs all containers inside a single shared Linux VM, Apple gives each container its own lightweight VM via the Virtualization framework on Apple Silicon. Each container gets its own kernel, its own ext4 filesystem, and its own IP address. It is essentially the microVM model applied to local development, with OCI image compatibility. It is still early, but it collapses the gap between “local development containers” and “properly isolated sandboxes” in a way that Docker Desktop never did.