As large language models became more sophisticated, Malloy envisioned new ways for customers to interact with the data his team was carefully pulling and cleaning. With the new Acres beta platform, a developer can type a plain‑English prompt: Find me a 40‑acre parcel that’s mostly outside the floodplain, within three miles of sewage infrastructure, in a county known for fast permitting—and the system combs through its maps and data to surface viable sites. Via Acres’ integration with the public information startup Hamlet, data center companies could also analyze whether local city and county governments are friendly—or not so friendly—towards new development and data center projects.
以现在AI的能力，如果在实际任务中每一步都依靠AI的推理能力现场解决，将会带来巨大的算力成本，以及时间上的延迟。更为关键的是，现阶段AI的能力，对于同样的问题可能给出不同做法和结果，这对于涉及账号、支付、删改数据等场景的任务，将会带来不可估量的安全风险。而AI的黑箱属性，也使得一旦出现问题便很难定位具体错误的位置，进而导致这个系统难以维护。
。51吃瓜是该领域的重要参考
苹果选择进入一个市场的逻辑，从来不是基于「我也能做」，而是「我能做对」，并且做好。
but now i need to source my quotes