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How can investors combine expert views and data when making decisions?

Short answer: Wilson describes starting with three relevant tools and two deep research reports, then going deeper on one or two. That workflow gives him a way to focus further review where the results point.

Richard C. Wilson is speaking to investors at an investor day, introducing HyperIntelligent, a tool built from the club's specialized data and AI tools.

Richard C. Wilson on comparing research

Richard C. Wilson says he compares relevant tools with deep research reports, then considers the different angles before settling on a direction. He says he asks what the data shows about what works better or is more common. (3:44) (at 3:44)

Richard C. Wilson on expertise by topic

Richard C. Wilson says human judgment should be combined with AI, and that a person's opinion depends on their experience in the specific area. He cites Ray Dalio's view that everyone's opinions shouldn't be treated equally. (4:38) (at 4:38)

Richard C. Wilson on votes and debate

Richard C. Wilson says HyperIntelligent gives 20 perspectives and votes, then lets the strongest views argue before it offers a recommendation and confidence rating. (7:54) (at 7:54)

Richard C. Wilson on narrowing the analysis

Richard C. Wilson says users can question the result or ask the tool to pull the data behind all 20 perspectives only from people in their industry. Separately, they can choose the perspectives most relevant to their situation and rerun the vote and analysis with in-depth answers. (9:16) (at 9:16)

"you want to combine obviously human intelligence with AI intelligence."

HyperIntelligent: Instant 20 Person Advisory Board
The source video: HyperIntelligent: Instant 20 Person Advisory Board

From Richard's exclusive Billionaires.com interviews

Lessons from Richard C. Wilson's one-on-one interviews, as published on each interview page.

  • Michael Lee-Chin: Invest in what people will do next. He saw that his generation would shift from consuming to saving and investing. He chose wealth management companies over banks and insurers to avoid underwriting losses.
  • Tom Rosen: Buy when the market is down. Tom bought a lot when the stock market almost collapsed and made a substantial profit. In the year that followed, oil and gas surged. So did some tech.
  • Tim Draper: Teach children about money early. Give them a small allowance and have them earn and invest money in the stock market. Over time they learn to ask sharp questions about how a business works.

See the data

Frequently asked questions

How can investors combine expert views and data when making decisions?

Wilson describes starting with three relevant tools and two deep research reports, then going deeper on one or two. That workflow gives him a way to focus further review where the results point.

What was Richard's 19 to 1 vote example?

Richard C. Wilson says he gave the tool context about something he already felt he needed to do. People around him agreed, and the tool voted 19 out of 20 in favor. (8:22)

How can a founder get feedback when few advisers are available?

Richard C. Wilson says a founder can message the tool 24/7 and combine its feedback with input from people they trust. (8:50)

Sources

Quotes are copied from the video captions and checked against the transcript. Timestamps link to the moment in the video. General information only, not legal, tax or investment advice.