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Artificial subjective systems

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lightbulbAbout this topic
Artificial subjective systems refer to computational frameworks or models designed to simulate or replicate human-like subjective experiences, emotions, and perceptions. These systems aim to understand and generate responses based on subjective states, integrating aspects of artificial intelligence, cognitive science, and philosophy of mind to explore the nature of consciousness and subjective experience.
lightbulbAbout this topic
Artificial subjective systems refer to computational frameworks or models designed to simulate or replicate human-like subjective experiences, emotions, and perceptions. These systems aim to understand and generate responses based on subjective states, integrating aspects of artificial intelligence, cognitive science, and philosophy of mind to explore the nature of consciousness and subjective experience.

Key research themes

1. How can artificial systems model and exploit subjective perception and emotion to enhance autonomous adaptive behavior?

This research theme investigates the modeling of subjective experiences — such as emotions and perception — within artificial agents to improve autonomous decision-making, adaptability, and cognitive capabilities. Aligning computational models with subjective internal states like emotions enables systems to generate meaningful feedback loops, self-evaluate, and adjust behaviors contextually rather than relying on externally imposed parameters. This theme is crucial for developing artificial subjective systems that exhibit autonomous, self-aware, and context-sensitive intelligence beyond purely objective data processing.

Key finding: This work presents a computational approach wherein artificial agents build internal models incorporating sets of stimuli and their interrelationships that collectively generate emotions as feedback mechanisms. The paper... Read more
Key finding: This paper formulates a model of perception centered on the principle of subjective reality, which posits that intelligent agents perceive the external world through personal, experience-driven patterns rather than purely... Read more
Key finding: This article proposes that perception in artificial intelligence should be understood as a subjective, active, and unified process intertwined with cognition. Using the AGI system NARS as a basis, it argues perception depends... Read more
Key finding: This work develops a hierarchical intelligence model (HIM) describing progression from reflexive to cognitive intelligence in autonomous systems, emphasizing the role of inner adaptive models and self-regulatory feedback... Read more

2. What are effective computational frameworks and methodologies to handle subjectivity and uncertainty in data labeling and machine learning?

This theme explores mechanisms to address subjectivity and label uncertainty inherent in user-generated or subjective datasets, which challenge traditional supervised learning assumptions. Differentiating between subjective and objective classes, quantifying label noise, incorporating annotator reliability, and leveraging active or cooperative learning strategies are investigated to improve model robustness and reliability. This research area is fundamental to ensure systems learn valid representations when ground truth is ambiguous or influenced by human biases and perspectives.

Key finding: This overview synthesizes strategies to manage subjective uncertainty in labeling, highlighting the dichotomy between adapting data labels (e.g., consensus or aggregation) and adapting learning algorithms to handle diverse... Read more
Key finding: The study presents a machine learning system designed to mimic human evaluators for automated assessment of subjective answers in educational exams. It highlights that subjective evaluation can be automated adaptively through... Read more

3. How can theoretical and computational models quantitatively capture consciousness, intelligence, and qualia in artificial and natural agents?

This theme focuses on formal and computational theories aimed at defining, measuring, and detecting subjective experiences like consciousness and qualia, and intelligence across biological and artificial systems. It includes approaches applying theoretical computer science, algorithmic measures of prediction-based intelligence, and testing frameworks to detect subjective experience. Developing quantitative and substrate-independent models of consciousness and intelligence is pivotal to advancing artificial subjective systems capable of phenomenal experience and sophisticated reasoning.

Key finding: The paper proposes the Conscious Turing Machine (CTM), a substrate-independent computational model of consciousness inspired by theoretical computer science and global workspace theories. It formalizes consciousness using... Read more
Key finding: This research introduces a test methodology to empirically confirm the presence of subjective experiences (qualia) in agents. It argues that computers can have rudimentary consciousness, indicated by experiential states... Read more
Key finding: This paper critiques existing intelligence measures and introduces a universal algorithmic measure of intelligence based on predictive accuracy across a broad range of tasks. It bridges intelligence measures in humans,... Read more
Key finding: The study mathematically demonstrates that subjective criteria are essential for effective inductive reasoning, as purely objective, data-driven approaches cannot differentiate between multiple theories equally fitting... Read more

All papers in Artificial subjective systems

I) Identification cognitive et identification subjective : c'est leur divorce qui alimente le « malaise dans la civilisation » A) Ecartons trois fausses pistes impropres a rendre compte du psychisme humain : 1) L'instinct,... more
HAL is a multidisciplinary open access archive for the deposit and dissemination of scientific research documents, whether they are published or not. The documents may come from teaching and research institutions in France or abroad, or... more
Texte de la conférence du 26/01/2010 à Valvert Jean-Jacques Pinto, psychanalyste, formateur et conférencier, Aix-Marseille Voici le texte distribué aux participants à la fn de la conférence sur L'Analyse des Logiques Subjectives © tenue à... more
Une logique de la déraison, une micro-sémantique du fantasme... Texte de la conférence du 26/01/2010 à Valvert Jean-Jacques Pinto, psychanalyste, formateur et conférencier, Aix-Marseille Voici le texte distribué aux participants à la fn... more
. En première approximation, le « malaise dans la civilisation » trouve sa source dans le divorce entre les deux versants (cognitif et subjectif) de l’identification, laquelle est le lot acquis de l’innée condition humaine. Sans... more
Termes et expressions sous copyright, forgés par l'auteur de l'Analyse des Logiques Subjectives©
(French then english abstract) • Voici le résumé de la contribution que j'ai proposée pour les 4èmes Journées de Linguistique de Corpus de Lorient. (15, 16 et 17 septembre 2005), organisées par le laboratoire ADICORE de l'Université de... more
(ENGLISH THEN FRENCH ABSTRACT) This article, which can be read by non-psychoanalysts, intends to browse in four stages through the issue offered to our thinking : two (odd-numbered) stages analyzing the argument that provides its... more
"La propagande se rencontre partout, pas seulement en publicité ou en politique. Avant d’être verticale et adressée aux lointains inconnus, elle est horizontale et s’adresse aux connaissances proches. C’est qu’elle repose en fait sur... more
Argument de la conférence : En première approximation, le « malaise dans la civilisation » trouve sa source dans le divorce entre les deux versants (cognitif et subjectif) de l’identification, qui est le lot acquis de l’innée... more
Les propos tenus par un “loubard” ne sont ni dans leur forme ni dans leur contenu ceux d’un homme d’affaires ou d’un religieux issu d'un ordre contemplatif ; ce qui relie cette forme et ce contenu se laisse analyser en éléments... more
En première approximation, le « malaise dans la civilisation » trouve sa source dans le divorce entre les deux versants (cognitif et subjectif) de l’identification, qui est le lot acquis de l’innée condition humaine. Sans négliger... more
1 - Textes de Jean-Jacques Pinto publiés dans des thèses, mémoires, livres, revues ou actes decolloques, sur l’Analyse des Logiques Subjectives (A.L.S.) et sur d’autres sujets 2 - Textes non publiés dans des thèses, mémoires, livres,... more
En première approximation, le « malaise dans la civilisation » trouve sa source dans le divorce entre les deux versants (cognitif et subjectif) de l’identification, qui est le lot acquis de l’innée condition humaine. Sans négliger... more
La propaganda si trova ovunque, non solamente nella pubblicità o nella politica. Prima di essere verticale e indirizzata a lontani sconosciuti, è orizzontale e si indirizza a conoscenti prossimi. Perché essa infatti riposa/si basa su una... more
Propaganda e psicanálise Um artigo na revista francesa TOPIQUE "Fantasma, Fala, Ideologia. Sobre uma transmissão que não seja propaganda" A propaganda se encontra em todos lugares, não só na publicidade ou na política. Antes de... more
Überall trifft man auf Propaganda, nicht nur in Werbung oder in Politik. Ehe sie vertikal ist man und sich an entfernte Unbekannte richtet, ist sie horizontal und richtet sich an nahe Bekannte. Der Grund hierfür liegt in einer... more
"La propaganda se haya en todas partes, no solo en la publicidad o en la política. Antes de ser vertical y dirigida a desconocidos distantes, es horizontal y se dirige a los conocidos próximos. Esto es así porque se basa en realidad en... more
"Propaganda is everywhere, not only in commercials or politics. It is aimed at faraway strangers as well as nearby friends and relations. Propaganda in fact relies on a certain type of psychic structure, one that is tuned to receive... more
Cette expression "subjectivité artificielle" est un pléonasme, s'il est exact que la subjectivité humaine ne peut être qu'artificielle (au sens d'acquise et non innée) ... Elle désignerait donc : 1. le programme subjectif prétendument... more
Tout en marquant la spécificité de chacune de ces deux approches quant à l’abord du psychisme humain, le conférencier tentera, entre autres à l’aide d’une analogie simple et d’une méthode originale d’analyse de discours, de montrer ceci... more
(English, then french) In this article we will consider a constructive approach between linguistics and psychoanalysis : linguistic modeling of the data psychoanalysis brought forth drawing on a corpus picked in common parlance.... more
(French, then english, german, spanish, portuguese, italian definition) Français Vers une "microsémantique du fantasme" ... - L'Analyse des Logiques Subjectives est une méthode originale d’analyse du discours qui permet de faire... more
La propagande se rencontre partout, pas seulement en publicité ou en politique. Avant d’être verticale et adressée aux lointains inconnus, elle est horizontale et s’adresse aux connaissances proches. C’est qu’elle repose en fait sur... more
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