Tomer Cohen is Chief Product Officer at LinkedIn. He highlights LinkedIn's overall growth velocity as it reaches its 20-year anniversary.
Assertion Not checkable as stated
Cohen: LinkedIn intentionally curtailed record viral feed growth to prioritize quality
“We made a core decision to curtail growth even at the expense of engagement that we've never seen at LinkedIn growing at such record levels to make sure we go back to the drawing board and we focus on trust and quality.”
Insight
Cohen: Product leaders must give up deterministic control when building AI
“You don't control the experience. AI is not deterministic. If you ever had an interaction with JGPT, it's, you know, you're, most of the time you're trying to, hard to anticipate how it would respond. And I give the analogy of a chef in a restaurant where befo…”
Insight
Cohen: LLM pre-training on public data diminishes historic incumbent data moats
“Technologies like GPT are already trained on all public data. They've read every book, every healthcare book. They've trained on every piece of literature, art, best practices. This, the whole idea of the pre-trained is one of the biggest inflection points of …”
Insight
Cohen: AI strategy must originate from the CEO, not be delegated
“But for many product builders, AI is something they delegate. I mean, it's like really delegated to the AI team or the engineering team. I think AI strategy starts from the CEO and makes its way down.”
Prediction Not checkable as stated
Cohen: Massive startup innovation will emerge in AI model routing tiers
“If I think of like why I would expect to see some massive innovation and startups to show up, it's in this tier to really allow people to leverage multiple models at multiple call centers and resources and efficiencies, and then completely mask it from the dev…”
Assertion Supported
Cohen: Job skillsets changed by 25% over the past five years
“The skillset necessary to do a job changed by 25% in the last five to six years.”