AI - AI Dynamics

→ View original post on X — @hardmaru

Secret codeword for AGI existential risk research jobs

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@hardmaru

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12 November 2022 21h58

Is that like a secret codeword to get jobs in “AGI existential risk” research?

Deep Learning and AGI: Expectations vs Reality

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12 November 2022 21h48

Complaining deep learning is not AGI is like complaining a car doesn't fly.

Inductive Biases: Making Implicit Assumptions About Data Explicit

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12 November 2022 21h42

Inductive biases are always assumptions about the world generating the data. They may, however, be expressed very opaquely as network structure or even arbitrary hacks (easy and common but bad; you should make your assumptions explicit and then test/modify/refute them).

Data, Causality, and Action: Beyond Philosophical Definitions

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12 November 2022 21h38

But data can tell us what happens for every possible configuration of things that affect the barometer and the weather, including your actions. In this view, "causes" is a philosophical statement that is not required to guide your actions (or control a robot).

→ View original post on X — @e_paniagua

Musk Twitter verification: identity verification without clear communication

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@e_paniagua

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12 November 2022 21h35

No me hacía falta saberlo. Si Musk hubiera dicho: vamos a dar el check a quien pague pero al mismo tiempo vamos a implementar un riguroso sistema de verificación para garantizar que quien paga es quien dice ser (y lo hubiera explicado), el aluvión de críticas no habría sido tal.

→ View original post on X — @garymarcus

Strong innate priors in machine learning systems

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@garymarcus

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12 November 2022 21h31

that’s learning that the set of relevant cases is empty; it’s still a strong innate prior

Inductive bias guides learner function search in neural networks

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12 November 2022 21h30

Not exactly. The learner could well discover that none of the symmetries in the space hold. It's an inductive bias in the precise sense of the term: it causes the learner to search for some functions over others.