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#cognitive-ai — Public Fediverse posts

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  1. "To know what needs to be measured one has to understand what makes human intelligence so powerful.

    Unfortunately almost nobody leading AI efforts right now is doing that or getting it right. Some cling to the idea that knowledge and/ or reasoning are intelligence, others explicit state that they don’t know what intelligence is: Demis Hassabis says that we need to build AGI in order to understand intelligence, while Elon Musk claims that nobody understands it (personal conversation).

    Fact is that we can and must understand human intelligence from first principles for us to develop it effectively. However, we need to start with epistemology and cognitive psychology to figure it out. Not statistics, mathematics, or computer science. I summarize these blind spots towards AGI as ‘The 7 Deadly Sins of AGI Design’.

    In short, what makes human intelligence so special is the ability to quickly adapt to changing circumstances, by learning incrementally in real time and to form contextual abstraction on-the-fly. We also leverage meta-cognition to monitor and control our thought processes (System1 and 2 thinking).

    AI born from these insights is called Cognitive AI, or what DARPA calls “The Third (and final) Wave of AI“. LLMs contain knowledge and skills that are off the charts relative to humans, but they do not posses the unique qualities required for real intelligence."

    petervoss.substack.com/p/bench

    #AI #AGI #Intelligence #CognitiveAI #CognitivePsychology #Epistemoogy #LLMs #Chatbots #GenerativeAI

  2. 🧠 GenAI didn’t just evolve. It reprogrammed how we think.
    Discover the Top 5 cognitive shifts caused by LLMs like Claude, GPT-4o & DeepSeek in just 24 months.
    Prepare your brain — the future already thinks differently.
    #GenAI #LLMs #CognitiveAI
    🔗
    medium.com/@rogt.x1997/top-5-c

  3. 🌟 95% accuracy gains? Discover how AI reasoning models are outperforming human experts and transforming decision-making across industries. Don’t get left behind in this quiet revolution! 🤖🔥
    #AIReasoning #MachineLearning #CognitiveAI
    👉
    medium.com/@rogt.x1997/95-accu

  4. Happy birthday to Cognitive Design for Artificial Minds (lnkd.in/gZtzwDn3) that was released 4 years ago!

    Since then its ideas have been presented and discussed widely in the research fields of AI/Cognitive Science/Robotics and - nowadays - both the possibilities and the limitations of: #LLMs, #GenerativeAI and #ReinforcementLearning (already envisioned and discussed in the book) have become a common topic of research interests in the AI community and beyond.
    Similarly also the topic concerning the evaluation - in human-like and human-level terms - of the current AI systems has become a critical theme related to the problem Anthropomorphic interpretation of AI output (see e.g. lnkd.in/dVi9Qf_k ).
    Book reviews have been published on ACM Computing Reviews (2021) lnkd.in/dWQpJdkV and on Argumenta (2023): lnkd.in/derH3VKN

    I have been invited to present the content of the book in over 20 official scientific events in international conferences, Ph.D Schools in US, China, Japan, Finland, Germany, Sweden, France, Brazil, Poland, Austria and, of course, Italy.

    A news I am happy to share is that Routledge/Taylor & Francis contacted me few weeks ago for a second edition! Stay tuned!

    The #book is available in many webstores:
    - Routledge: lnkd.in/dPrC26p
    - Taylor & Francis: lnkd.in/dprVF2w
    - Amazon: lnkd.in/dC8rEzPi

    @academicchatter @cognition
    #AI #minimalcognitivegrid #CognitiveAI #cognitivescience #cognitivesystems

  5. Ready for Institute 2024: the Schloss Dagstuhl School on Artificial and Human Intelligence starting tomorrow! Glad and honored to be invited here along with lecturers of the caliber of Barbara #Tversky, Thomas Eiter, Clayton Lewis, Alessandra Russo and many others.

    School: lnkd.in/dPetJmsN
    Program: lnkd.in/dsid4_TX

    #AI #generativeAI #cognitiveAI #Cognitivesystems #cognitivescience #cogsci #ArtificialIntelligence

    @academicchatter @cognition

  6. Il video della mia lezione invitata, dal titolo "Evitare la trappola comportamentista
    e la confusione tra sistemi human-like e human-level in Intelligenza Artificiale con la Minimal Cognitive Grid", presso il Centro Nexa del Politecnico di Torino (nexa.polito.it/mercoledi-172) è ora disponibile online al seguente link: youtube.com/watch?v=n3AfHc9xFS

    #ArtificialIntelligence #intelligenzaartificiale #cognitiveAI #research #minimalcognitivegrid

  7. Molto onorato di aver ricevuto l'invito a tenere questo intervento (mercoledì prossimo, 8 maggio) da parte del Nexa Center for Internet & Society del Dipartimento di Automatica e Informatica (DAUIN) del Politecnico di Torino.

    Titolo: "Evitare la trappola comportamentista e la confusione tra sistemi human-like e human-level in Intelligenza Artificiale con la Minimal Cognitive Grid"
    Link: nexa.polito.it/mercoledi-172

    #AI #cognitiveAI #cognitivedesignforartificialminds #Cognitivesystems

  8. Tomorrow I'll deliver my ACM Distinguished Lecture "The Cognitive Paradigm in the Artificial Intelligence Research", sponsored by @ACM, @ IJCLR 2023, 3rd International Joint Conference on Learning & Reasoning (IJCLR) held in Bari: ijclr2023.di.uniba.it/~ijclr20

    The lecture focuses on the themes & topics of my book "Cognitive Design for Artificial Minds": routledge.com/9781138207950

    My available ACM Distinguished Lectures: speakers.acm.org/speakers/liet

    @academicchatter
    @cognition

    #keynote #ai #cognitiveAI

  9. "types of knowledge" in cognitive architectures is one of those things that can either be

    - very helpful taxonamization by necessarily entailed computational properties or
    - putting the cart before the horse and commiting to meaningless divisions up front that muddle or remove the generality of the architecture.

    It's a hard thing to navigate. Think about the "camps" of various hypotheses in neuroscience and how hard it is to form a consensus on (for example) the real "contents" and "function" of the entorhinal cortex w.r.t. semantic memory, episodic memory, and perception.

    #CognitiveAI #AI #CognitiveArchitecture

  10. Glad and honored to be among the invited speakers of IJCLR 2023, the 3rd International Joint Conference on Learning & Reasoning, that will be held at the University of Bari ijclr2023.di.uniba.it/~ijclr20

    I'll be in the "Cognitive AI" track conferences.inf.ed.ac.uk/cogni

    #cognitiveAI #AI #research #cognitivesystems @academicchatter @cognition

  11. Glad and honored that my #book "Cognitive Design for Artificial Minds" (Routledge, 2021: routledge.com/Cognitive-Design) has been mentioned in this post by Bosch Research Global
    bosch.com/stories/large-langua entitled "Large language models — enabling high-level machine reasoning", as a reference for building human-level AIs by means of design approaches targeting human-like mechanisms (and coupling both biological and cognitive modelling constraints)

    #AI #cognitiveAI #LLM

    @academicchatter @cognition

  12. AIC 2023: 9th International Workshop on Artificial Intelligence and Cognition

    University of Bremen, Germany,14-15 September 2023

    Abstract Submission: 16 June, 2023

    Paper Submission: June 30th, 2023

    Website: ease-crc.org/aic-2023/

    AIC 2023 is the 9th international appointment of the Internat. Workshop Series on #ArtificialIntelligence and #Cognition aicworkshopseries.org/

    @academicchatter @cognition @acm_creativitycognition

    #cognitiveAI #cognitivesystems #cognitivescience #robotics

  13. My invited talk on my book "Cognitive Design for Artificial Minds" at the Unifesp - Universidade Federal de São Paulo is now available on Youtube
    youtube.com/watch?v=AoFqklYcEv

    Cognitive Design for Artificial Minds is available
    - @Routledge: lnkd.in/dd8t3bRN
    - Taylor & Francis: lnkd.in/dprVF2w
    - Amazon: lnkd.in/dC8rEzPi

    #AI #artificialintelligence #cognitivescience #heuristics #rationality #mind #cognitivedesignforartifialminds #cognitiveAI #neuroscience #gpt #LLM #LLMs

  14. 💻 Webinar hosted by Universidade Federal de Sao Paulo (Brazil) | ➡ about my book "Cognitive Design for Artificial Minds" (Routledge, 2021) amazon.com/dp/1138207950/, which explains the crucial role that human cognition research plays in the design and development of artificial intelligence systems.
    📌 Save the date:
    📅 TUE, APRIL 4, 2023
    ⏰ 6:00pm (CET) / 14h00 (Brazilian time)

    ▶️ Access:
    Unifesp Live Channel on Youtube Transmission: bit.ly/webinarLieto

    #AI #cognitivesystems #cognitiveAI

  15. Was very glad to be in the Ph.D. thesis committee (with Rob Goldstone, Indiana University; Luciano Serafini, FBK; and Kai-uwe Kühnberger) by Lucas Bechberger (University of Osnabrück, Germany) that has successfully defended his thesis "Using Conceptual Spaces for Artificial Intelligence" #cognitivescience #cognitiveAI

  16. This week, the book Cognitive Design for Artificial Minds (amazon.com/dp/1138207950/) reached the position #18 of the global chart on Amazon.com for the category "Artificial Intelligence"

    @Book review: computingreviews.com/review/re
    Editorial reviews: facebook.com/cognitivedesignfo

    The #book is available in many webstores:
    - Routledge: www.routledge.com/9781138207950
    - Taylor & Francis: doi.org/10.4324/9781315460536

    #artificialintelligence #cognitivesystems #cognitivescience #AI #cognitiveAI

  17. No, ChatGPT...If you don't know the answer you should not reply with false information.

    P.S. If you want to know what the "Minimal Cognitive Grid" is (and who proposed it: my self!) you can check the #book Cognitive Design for Artificial Minds: amazon.com/Cognitive-Design-Ar

    Best wishes,

    - Antonio

    #disinformationgenerator #minimalcognitivegrid #stochasticparrots #chatpgt #languagemodels #AI #cognitiveAI @gpt #gpt3 #cognitivedesignforartificialminds