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Favoris ; Artificial Intelligence AND Human Level AI

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Consciousness Prior

6 Documents

Yann LeCun sur Twitter : "On the highway towards Human-Level AI, Large Language Model is an off-ramp."

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2023-02-05 A propos

[1807.00082] Amanuensis: The Programmer's Apprentice

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**The use of natural language to facilitate communication
between the expert programmer and apprentice AI system.**

> an overview of the material covered in a course taught at Stanford in the spring quarter of 2018. The course draws upon **insight from cognitive and systems neuroscience to implement hybrid connectionist and symbolic reasoning systems** that leverage and extend the state of the art in machine learning **by integrating human and machine intelligence**. As a concrete example we focus on digital assistants that learn from continuous dialog with an expert software engineer while providing initial value as powerful analytical, computational and mathematical savants.

> [#Dehaene](/tag/stanislas_dehaene)'s work extends the [#Global Workspace Theory](/tag/global_workspace_theory) of Bernard Baars. Dehaene’s version of the theory combined with Yoshua Bengio’s concept of a [#consciousness prior](/tag/consciousness_prior.html) and deep reinforcement learning suggest a model for constructing and maintaining the cognitive states that arise and persist during complex problem solving.

2019-11-12 A propos

[1907.03950] Learning by Abstraction: The Neural State Machine

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2019-07-10 A propos

From Deep Learning of Disentangled Representations to Higher-level Cognition - YouTube

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2018-09-28 A propos

[1801.04016] Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution

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2018-02-21 A propos

[1709.08568] The Consciousness Prior

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2017-09-29 A propos