NOTE: MCP did not solve these problems. It’s a client-server protocol for connecting data and tools, not an universal LLM API standard. The practical implication of this is that even if an agent knows how to discover and use tools, it still has to talk to the LLM, which means that the client software (e.g. Cursor, Copilot, Amp, etc) has to dynamically translate that tool’s definition into the proprietary OpenAI, Anthropic, or Gemini JSON payloads we discussed above.
在智能驾驶产业加速分化的当下，时间窗口正在迅速收紧。在产业格局尚未完全定型的阶段，一段时间的落后，可能就会带来结构性的差距。这也是为什么在这个时间点上，地平线需要能够更快推动结果的人。
“I remember going to happy hours with other startup investors and pre-seed founders,” said Shirazi. “I’d say I was at Gradient, and people would say ‘oh, the AI thing. I haven’t done that. Are there AI startups? I certainly don’t see them and AI doesn’t seem that interesting.’”，推荐阅读safew 官网入口获取更多信息
Трамп объявил о запуске первого за полсотни лет НПЗ в США08:51。业内人士推荐谷歌作为进阶阅读
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国际油价持续攀升，WTI原油期货涨10.5%，报96.42美元/桶。