SpaceXAI 工作坊:Grok Bot 让弱模型也能干活
讲 agent 系统的关键不是模型多强,而是用约束、测试和验证搭出环境,让弱 agent 也能自主产出。
this SpaceXAI workshop is f*cking insane the real unlock is not running more AI agents it is building an environment where even weaker agents can produce good work without being babysat the stack is simple: model → reasons harness → controls loop → verifies graph → delegates human → approves the irreversible stuff the crazy part is the tradeoff hire more people to constantly supervise the work or spend tokens once building constraints, tests, state, and verification that every future agent inherits that is exactly why Grok Bot matters if your system only works with the smartest model, you do not have an agent system you have a demo watch the workshop first then read the full Grok Bot operating system below. bookmark before this gets buried
这条是引用着另一条写的:x.com/0xwhrrari/status/2095497109524934750