LinkedIn Cofounder Reid Hoffman Advises Weekly Check-Ins for Company AI Strategies

Reid Hoffman, cofounder of LinkedIn and a partner at Greylock, spoke at the Semafor World Economy Summit 2026 in Washington, DC, on April 14, 2026. He addressed how companies approach artificial intelligence integration. Hoffman noted that executives often handle AI similarly to traditional software rollouts.

In such rollouts, companies typically test new software with a small team, develop a proof of concept, and then scale it across the organization. Hoffman stated that this method limits broader exploration of AI's potential. He suggested that companies should instead experiment with AI tools quickly in various business areas.

" — Reid Hoffman (Business Insider) Hoffman proposed implementing weekly check-ins to support this approach. These meetings would involve groups discussing new AI uses for personal, team, and company productivity. Participants would share what they tried and what they learned from those efforts.

recommendation comes amid differing strategies for AI adoption in the technology sector.

Some leaders advocate for aggressive, top-down mandates requiring widespread AI use. For instance, certain executives have described AI utilization as a standard expectation for employees. Other approaches involve more cautious spending on AI resources.

Reports indicate that some startup incubators are reducing AI expenditures after costs increased rapidly. Hoffman's method balances rapid experimentation with recognition that AI is not yet suitable for all applications.

Hoffman expressed reservations about relying on existing AI models for certain decisions, such as financial investing.

He described the investing advice from these models as mediocre, comparable to standard business school responses. Hoffman explained that such advice does not align with practical methods for venture investing. This perspective highlights ongoing challenges in AI development.