В России ответили на имитирующие высадку на Украине учения НАТО18:04
Salazar wondered what the “new normal” would look like if the Strait of Hormuz was effectively re-opened, and what effective security would look like.
。新收录的资料是该领域的重要参考
If you've connected an LLM to more than a handful of tools, you've felt the pain. Every MCP server, every OpenAPI endpoint — their full schemas get injected into the system prompt on every single turn. Your 50-endpoint API costs 3,579 tokens of context before the conversation even starts, and that bill is paid again on every message, whether the model touches those tools or not.
This year, we have the addition of the AMD EPYC Turin (c4d and n4d), they are not yet in all regions/zones, but availability is expanding. We also had the introduction of two Intel-based 4th gen instances (n4 and c4). They both feature Emerald Rapids, however the latter can be configured with a local SSD, in which case they come with the newer Intel Granite Rapids. Until GCP allows setting min_cpu_platform to Granite Rapids (they are thinking about it AFAIK), you have to pay for the extra SSD to get the performance. Last year I covered separately the introduction of the Google Axion - powered c4a ARM type, but it is on a full VM comparison for the first time.