В России допустили «второй Чернобыль» в Иране22:31
Context engineering is about curating what the model sees. Harness engineering is about building the entire environment, tooling, and feedback loops that let agents do reliable work without you intervening. Give the agent the feedback loop, not just the editor.，更多细节参见新收录的资料
Omit - R for side-effect-only functions，详情可参考新收录的资料
If single-layer duplication doesn’t help, the middle layers aren’t doing independent iterative refinement. They’re not interchangeable copies of the same operation that you can simply “run again.” If they were, duplicating any one of them should give at least a marginal benefit. Instead, those layers are working as a circuit. A multi-step reasoning pipeline that needs to execute as a complete unit.。新收录的资料对此有专业解读