Ahad, the split between retrieval, lift, and attribution is a clean way to see the problem. The part I keep thinking about is ghost citations. Your work can supply the answer and still leave no trace of your name. That makes the advice to weld the name to the claim feel practical, not gimmicky. It also changes how I think about frameworks. A named idea is not just branding now. It is basic survival if AI is doing the retelling.
Exactly, and while it's absolutely going to be normal to include facts and frameworks you've learned elsewhere, it should be leading to the solution or evidence you're supplying and carry that attribution so that you're at least named in the AI answers, if not referred directly.
The more exposure you get with value supplying content, the easier to build rapport with your potential audience, and cement your existing relationships, at least in terms of credibility.
Ahad, the split between retrieval, lift, and attribution is a clean way to see the problem. The part I keep thinking about is ghost citations. Your work can supply the answer and still leave no trace of your name. That makes the advice to weld the name to the claim feel practical, not gimmicky. It also changes how I think about frameworks. A named idea is not just branding now. It is basic survival if AI is doing the retelling.
Exactly, and while it's absolutely going to be normal to include facts and frameworks you've learned elsewhere, it should be leading to the solution or evidence you're supplying and carry that attribution so that you're at least named in the AI answers, if not referred directly.
The more exposure you get with value supplying content, the easier to build rapport with your potential audience, and cement your existing relationships, at least in terms of credibility.