

Four: Spencer Greenberg on the scientific approach to solving difficult everyday questions
Distinguish Intrinsic From Instrumental Values
- Distinguish intrinsic vs instrumental values to avoid 'value traps' and inefficient plans.
- Knowing your intrinsic values helps craft direct plans to achieve what you actually want rather than intermediate goals.
Use Goal‑Factoring To Plan Better
- Do goal‑factoring: break goals into why‑reasons and search for alternative plans to yield the same intrinsic values.
- Use this to find shorter or less costly ways to obtain what you truly value.
Design Futures For Multiple Values
- Building an appealing long‑term world requires supporting multiple intrinsic values, not just one.
- Moral uncertainty and plural values argue for compromise and multi‑value futures.
Will SpaceX land people on Mars in the next decade? Will North Korea give up their nuclear weapons? Will your friend turn up to dinner?
Spencer Greenberg, founder of ClearerThinking.org has a process for working out such real life problems.
In this conversation from 2018, Spencer walks us through how to reason through difficult questions more accurately, and when we should expect to be overconfident or underconfident.
This episode first broadcast on the regular 80,000 Hours Podcast feed on August 7, 2018. Some related episodes include:
• #7 – Julia Galef on making humanity more rational, what EA does wrong, and why Twitter isn’t all bad
• #11 – Dr Spencer Greenberg on speeding up social science 10-fold & why plenty of startups cause harm.
• #15 – Prof Tetlock on how chimps beat Berkeley undergrads and when it’s wise to defer to the wise
• #30 – Dr Eva Vivalt on how little social science findings generalize from one study to another
• #40 – Katja Grace on forecasting future technology & how much we should trust expert predictions.
• #48 – Brian Christian on better living through the wisdom of computer science
• #78 – Danny Hernandez on forecasting and measuring some of the most important drivers of AI progress
Series produced by Keiran Harris.