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eliezer yudkowsky | singularity institute

Eliezer Yudkowsky – Singularity Institute
11:24 - 4 years ago
Eliezer Yudkowsky is one of the world’s foremost researchers on Friendly AI and recursive self-improvement. He created the Friendly AI approach to AGI, which emphasizes the importance of the structure of an ethical optimization process and its supergoal, in contrast to the common trend of seeking the right fixed enumeration of ethical rules a moral agent should follow. In 2001, he published the first technical analysis of motivationally stable goal systems, with his book-length Creating Friendly AI: The Analysis and Design of Benevolent Goal Architectures. In 2002, he wrote “Levels of Organization in General Intelligence,” a paper on the evolutionary psychology of human general intelligence, published in the edited volume Artificial General Intelligence (Springer, 2006). He has two papers forthcoming in the edited volume Global Catastrophic Risks (Oxford, 2007), “Cognitive Biases Potentially Affecting Judgment of Global Risks” and “Artificial Intelligence as a Positive and Negative Factor in Global Risk.”

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what curiosity looks like | lukeprog

By Luke Muehlhauser on Less Wrong

What Curiosity Looks Like

27lukeprog06 January 2012 09:28PM

See also: Twelve Virtues of RationalityThe Meditation on CuriosityUse Curiosity

What would it look like if someone was truly curious — if they actually wanted true beliefs? Not someone who wanted tofeel like they sought the truth, or to feel their beliefs were justified. Not someone who wanted to signal a desire for true beliefs. No: someone who really wanted true beliefs. What would that look like?

A truly curious person would seek to understand the world as broadly and deeply as possible. They would study the humanities but especially math and the sciences. They would study logic, probability theory, argument, scientific method, and other core tools of truth-seeking. They would inquire into epistemology, the study of knowing. They wouldstudy artificial intelligence to learn the algorithms, the math, the laws of how an ideal agent would acquire true beliefs. They would study modern psychology and neuroscience to learn how their brain acquires beliefs, and how those processes depart from ideal truth-seeking processes. And they would study how to minimize their thinking errors.

They would practice truth-seeking skills as a musician practices playing her instrument. They would practice “debiasing” techniques for reducing common thinking errors. They would seek out contexts known to make truth-seeking more successful. They would ask others to help them on their journey. They would ask to be held accountable.

They would cultivate that burning itch to know. They would admit their ignorance but seek to destroy it.

They would be precise, not vague. They would be clear, not obscurantist.

They would not flinch away from experiences that might destroy their beliefs. They would train their emotions to fit the facts.

They would update their beliefs quickly. They would resist the human impulse to rationalize.

But even all this could merely be a signaling game to increase their status in a group that rewards the appearance of curiosity. Thus, the final test for genuine curiosity is behavioral change. You would find a genuinely curious person studying and learning. You would find them practicing the skills of truth-seeking. You wouldn’t merely find them saying, “Okay, I’m updating my belief about that” — you would also find them making decisions consistent with their new belief and inconsistent with their former belief.

Every week I talk to people who say they are trying to figure out the truth about something. When I ask them a few questions about it, I often learn that they know almost nothing of logic, probability theory, argument, scientific method, epistemology, artificial intelligence, human cognitive science, or debiasing techniques. They do not regularly practice the skills of truth-seeking. They don’t seem to say “oops” very often, and they change their behavior even less often. I conclude that they probably want to feel they are truth-seeking, or they want to signal a desire for truth-seeking, or they might even self-deceivingly “believe” that they place a high value on knowing the truth. But their actions show that they aren’t trying very hard to have true beliefs.

Dare I say it? Few people look like they really want true beliefs.

genie free-flight test

“Using the GENIE (Guidance Embedded Navigator Integration Environment) System, Draper Laboratory raised Masten Space Systems’ Xombie suborbital rocket 50 meters to a stable hover, sent it laterally down range 50 meters, and then had it land safely during a controlled 50 meter descent. The testing, which exercised the autonomous guidance, navigation, and control technology needed to fly planetary landing trajectories, was conducted at the Mojave Air and Space Port in California.

The GENIE precision landing GN&C system was developed jointly between Draper and NASA’s Johnson Space Center (JSC) under the Autonomous Landing Hazard Avoidance Technology (ALHAT) effort, and is being flown under contract with NASA’s Flight Opportunities Program, which is managed by NASA’s Dryden Flight Research Center.”

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