Someone is well-calibrated if the things they predict with X% chance of happening in fact occur X% of the time. Importantly, calibration is not the same as accuracy. Calibration is about accurately assessing how good your predictions are, not making good predictions. Person A, whose predictions are marginally better than chance (60% of them come true when choosing from two options) and who is precisely 60% confident in their choices, is perfectly calibrated. In contrast, Person B, who is 99% confident in their predictions, and right 90% of the time, is more accurate than Person A, but less well-calibrated... (read more)
Transparency and interpretability is the ability for the decision processes and inner workings of AI and machine learning systems to be understood by humans or other outside observers... (read more)
AI Risk is analysis of the risks associated with building powerful AI systems... (read more)
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Value drift refers to the idea that over time, the values or goals of a person or an AI system can change, often in ways that weren’t originally intended. For humans, this might happen as life experiences, personal growth, or external influences cause someone's beliefs to evolve. For AI, it could occur if the system starts to interpret its goals differently as it learns and interacts with the world.
AI Racing is when multiple actors (corporations, or governments) are each incentivized to make capabilities advances, even if it'd be better for everyone if neither actor was advancing capabilities.
AI Racing is when multiple actors (corporations, or governments) are each incentivized to make capabilities advances, even if it'd be better for everyone if neither actor was advancing capabilities.
A safety case is a structured argument showing that a system is acceptably safe for a specific use in a specific environment. Safety cases typically include:
A safety case is a structured argument showing that a system is acceptably safe for a specific use in a specific environment. Safety cases typically include:
Assorted Projects
Assorted Projects to help people improve their epistemics and individuals to contact:
Potential projects:
Note:
Sometimes people dismiss Newcomb's problem because of the physical impossibility of a being like Omega. However, Newcomb's problem does not actually depend on the possibility of Omega in order to be relevant. Similar issues arise if one canwe imagine a skilled human psychologist who can predict other people's actions with 65% accuracy in similar situations.
Sometimes people dismiss Newcomb's problem because of the physical impossibility of a being like Omega. However, Newcomb's problem does not actually depend on the possibility of Omega in order to be relevant. Similar issues arise if weone can imagine a skilled human psychologist who can predict other people's actions with 65% accuracy.accuracy in similar situations.
Clinical trials are often required before a new drug or medical device will be approved for commercial sale. In some cases, they can be expensive, long, and risky, representing the most-costly part of new drug development.
Clinical trials are often required before a new drug or medical device will be approved for commercial sale. In some cases, they can be expensive, long, and risky, representing the most-costly part of new drug development.
I think this page would be more useful if it linked to the individual sequences it lists.
As far as I've seen, there is no page that links to all sequences in order, which would be useful for working through them systematically.