🎯 "Prediction isn't the endgame—cognition is."
Explore how a real-world AI stack achieved 91.3% accuracy by listening to data, not just crunching it.
📡 From Kafka to SHAP to CatBoost, this is the blueprint for cognitive infrastructure in 2025.
🔗 https://medium.com/@rogt.x1997/why-the-smartest-ai-doesnt-just-predict-it-listens-a-journey-into-cognitive-infrastructure-f8b5ab0a3c80
#AIArchitecture #CognitiveAI #RealTimeML #MLops #TechStrategy 🤖🔍
https://medium.com/@rogt.x1997/why-the-smartest-ai-doesnt-just-predict-it-listens-a-journey-into-cognitive-infrastructure-f8b5ab0a3c80
#CognitiveAI
🔧 Code smarter. 🔍 Search faster. 🧠 Think deeper.
Claude 3.7 isn't just another AI—it's your cognitive stack partner that rewires the entire developer workflow.
Learn how it thinks in Git commits and journal citations.
👉 https://medium.com/@rogt.x1997/the-ai-that-thinks-in-git-commits-and-journal-citations-claude-3-7s-hidden-power-explained-071d68908a44
#Claude3 #AIWorkflow #CodeToResearch #CognitiveAI
Happy birthday to Cognitive Design for Artificial Minds (https://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. https://lnkd.in/dVi9Qf_k ).
Book reviews have been published on ACM Computing Reviews (2021) https://lnkd.in/dWQpJdkV and on Argumenta (2023): https://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: https://lnkd.in/dPrC26p
- Taylor & Francis: https://lnkd.in/dprVF2w
- Amazon: https://lnkd.in/dC8rEzPi
@academicchatter @cognition
#AI #minimalcognitivegrid #CognitiveAI #cognitivescience #cognitivesystems
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: https://lnkd.in/dPetJmsN
Program: https://lnkd.in/dsid4_TX
#AI #generativeAI #cognitiveAI #Cognitivesystems #cognitivescience #cogsci #ArtificialIntelligence
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 (https://nexa.polito.it/mercoledi-172) è ora disponibile online al seguente link: https://www.youtube.com/watch?v=n3AfHc9xFSY
#ArtificialIntelligence #intelligenzaartificiale #cognitiveAI #research #minimalcognitivegrid
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: https://nexa.polito.it/mercoledi-172
#AI #cognitiveAI #cognitivedesignforartificialminds #Cognitivesystems
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: https://ijclr2023.di.uniba.it/~ijclr2023/
The lecture focuses on the themes & topics of my book "Cognitive Design for Artificial Minds": https://www.routledge.com/9781138207950
My available ACM Distinguished Lectures: https://speakers.acm.org/speakers/lieto_12489
"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.
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 https://ijclr2023.di.uniba.it/~ijclr2023/speakers/index.html
I'll be in the "Cognitive AI" track https://conferences.inf.ed.ac.uk/cognitiveai2023
#cognitiveAI #AI #research #cognitivesystems @academicchatter @cognition
Glad and honored that my #book "Cognitive Design for Artificial Minds" (Routledge, 2021: https://www.routledge.com/Cognitive-Design-for-Artificial-Minds/Lieto/p/book/9781138207950) has been mentioned in this post by Bosch Research Global
https://www.bosch.com/stories/large-language-models-enabling-high-level-machine-reasoning/ 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)
IA e Coscienza: il ricercatore casertano Antonio Lieto invitato in Cina per illustrare i suoi studi: https://www.casertafocus.net/home/index.php?option=com_content&view=article&id=58496%3Acasapulla-intelligenza-artificiale-e-coscienza-il-ricercatore-casertano-antonio-lieto-invitato-in-cina-per-illustrare-i-suoi-studi&catid=17%3Ascienza-tecnologia&Itemid=139&fbclid=IwAR0K6ecQKoVzcMyzevoiD3GnCnxjuWVcjxelYVkCRpPQJJx6bK14uqW3Bxk @academicchatter #AI #Consiousness #cognitiveAI
Cool new work linking #cognitive science and #AI
Investigating #Compositional and #Semantic #Understanding in Video Retrieval #Models
by Avinash Madasu and Vasudev Lal
https://arxiv.org/abs/2306.16533
@cogsci #NeuroAI #CognitiveAI #ML #compositionality #cogsci #cog
Hot off the press!! "A framework for cognitive chatbots based on abductive-deductive inference" on Cognitive Systems Research: https://www.sciencedirect.com/science/article/pii/S1389041723000359
#AI #cognitiveAI #artificialintelligence #chatbot #reasoning #cognitivesystems
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: https://ease-crc.org/aic-2023/
AIC 2023 is the 9th international appointment of the Internat. Workshop Series on #ArtificialIntelligence and #Cognition http://www.aicworkshopseries.org/
Today is #WorldBookDay and I am glad to provide with a list of the themes touched by Cognitive Design for Artificial Minds (Routledge, 2021) https://www.routledge.com/p/book/9781138207950 and the corresponding #perspectives offered in the #book.
#AI #cognitiveAI #cognitivesystems #cognitivescience #chatgpt #largelanguagemodels #cognitivedesignforartifialminds
My invited talk on my book "Cognitive Design for Artificial Minds" at the Unifesp - Universidade Federal de São Paulo is now available on Youtube
https://www.youtube.com/watch?v=AoFqklYcEv8
Cognitive Design for Artificial Minds is available
- @Routledge: https://lnkd.in/dd8t3bRN
- Taylor & Francis: https://lnkd.in/dprVF2w
- Amazon: https://lnkd.in/dC8rEzPi
#AI #artificialintelligence #cognitivescience #heuristics #rationality #mind #cognitivedesignforartifialminds #cognitiveAI #neuroscience #gpt #LLM #LLMs
A summary of the GPT-4 paper:
"Sparks of Artificial General Intelligence: Early experiments with GPT-4"
( #ai #artificialIntelligence #agi #artificialGeneralIntelligence #cognitiveAI #gpt #gpt4 #largeLanguageModel #LLM #strongAI )
Sparks of Artificial General Intelligence: Early experiments with GPT-4
https://arxiv.org/abs/2303.12712
( #ai #artificialIntelligence #agi #artificialGeneralIntelligence #cognitiveAI #gpt #gpt4 #largeLanguageModel #LLM #strongAI )
💻 Webinar hosted by Universidade Federal de Sao Paulo (Brazil) | ➡ about my book "Cognitive Design for Artificial Minds" (Routledge, 2021) https://www.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: https://bit.ly/webinarLieto
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