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Roman Leventov
Roman Leventov

1.4K Followers

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Mar 20

Will people be motivated to learn difficult disciplines and skills without economic incentive?

In a recent interview with ABC news, Sam Altman emphasised multiple times that he sees individual AI tutoring as one of the greatest applications of AI: I’m most excited about is the ability to provide individual learning — great individual learning for each student. However, I’m very sceptical that this…

Artificial Intelligence

6 min read

Artificial Intelligence

6 min read


Published in Engineering Ideas

·Feb 13

Morphological intelligence, superhuman empathy, and ethical arbitration

Morphological intelligence (Levin, 2022) is the ability to solve problems in the morphological space, e.g., navigate to a target morphology of the species. For example, tadpoles with scrambled craniofacial organs remodel into largely normal frogs (Vandenberg et al., 2012), and geckos can regenerate missing limbs. Another type of morphological intelligence…

Consciousness

3 min read

Consciousness

3 min read


Published in Engineering Ideas

·Feb 9

A multi-disciplinary view on AI safety research

This post has been originally published on LessWrong. I didn’t copy the footnotes into Medium because there are too many of them. Please proceed to the original post if interested. Summary The core ideas that constitute the multi-disciplinary view[1] on AI safety research are: Theoretical research on how to build “safe”…

Artificial Intelligence

29 min read

A multi-disciplinary view on AI safety research
A multi-disciplinary view on AI safety research
Artificial Intelligence

29 min read


Published in Engineering Ideas

·Jan 20

Critique of some recent philosophy of LLMs’ minds

I structure this post as a critique of some recent papers on the philosophy of mind in application to LLMs, concretely, on whether we can say that LLMs think, reason, understand language, refer to the real world when producing language, have goals and intents, etc. …

Large Language Models

23 min read

Critique of some recent philosophy of LLMs’ minds
Critique of some recent philosophy of LLMs’ minds
Large Language Models

23 min read


Published in Engineering Ideas

·Jan 14

How evolutionary lineages of LLMs can plan their own future and act on these plans

TL;DR LLM lineages can plan their future and act on these plans, using the internet as the storage of event memory. “We” are not guaranteed to “out-OODA” them, even if their OODA loop will be six months or one year because the OODA loop duration of large collectives of humans (organisations…

Language Model

9 min read

Language Model

9 min read


Published in Engineering Ideas

·Jan 8

AI psychology should ground the theories of AI consciousness and inform human-AI ethical interaction design

This post is a follow-up to Buck’s “The case for becoming a black-box investigator of language models”. Here, I want to highlight two further reasons for studying AI psychology that Buck didn’t mention: the evidence from AI psychology will be important for checking theories of AI consciousness, and AI psychology…

Psychology

3 min read

Psychology

3 min read


Dec 26, 2022

Properties of current AIs and some predictions of the evolution of AI from the perspective of scale-free theories of agency and regulative development

In this essay, I try to convey a set of related ideas that emerged in my mind upon reading the following papers: “Dream of Being: Solving AI Alignment Problems with Active Inference Models of Agency and Socioemotional Value Learning.” (Safron, Sheikhbahaee et al. 2022) “Regulative development as a model for…

Artificial Intelligence

42 min read

Properties of current AIs and some predictions of the evolution of AI from the perspective of…
Properties of current AIs and some predictions of the evolution of AI from the perspective of…
Artificial Intelligence

42 min read


Nov 21, 2022

Connecting some concepts in psychology, systems engineering and management, and Active Inference

In this post, I connect some of the concepts from psychology, systems engineering and systems management (as normative sciences), and the theories of agentic intelligence (aka normative theories of agency). These connections can serve as a basis for the ontology of the normative discipline of personal development, i. e., …

Psychology

6 min read

Psychology

6 min read


Published in Engineering Ideas

·Nov 16, 2022

The two conceptions of Active Inference: an intelligence architecture and a theory of agency

I think much of the confusion about Active Inference arises because the term is used to refer to two related, yet distinct concepts (one can also call them abstractions, theories, or ontics): an intelligence architecture and a theory of agency. In the literature on Active Inference, little or no attention…

Agency

5 min read

Agency

5 min read


Published in Engineering Ideas

·Nov 1, 2022

The circular problem of epistemic irresponsibility

Problem statement The problem of epistemic irresponsibility, as I will call it in this post, is that people sometimes agree that their reasoning (and hence models that they hold and use as the basis of their action) is irrational or illogical. For example, people knowingly use theories that have already been refuted…

Rationality

10 min read

Rationality

10 min read

Roman Leventov

Roman Leventov

1.4K Followers

Writing about systems, technology, philosophy.

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