🎯 "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.
đź”— 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
Why the Smartest AI Doesn’t Just Predict- It Listens: A Journey Into Cognitive Infrastructure

In 2025, the success of any AI-driven enterprise hinges not just on algorithms or compute but on how well its infrastructure adapts. AI is evolving from a predictive mechanism to a responsive…

Write A Catalyst

🔧 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

https://medium.com/@rogt.x1997/the-ai-that-thinks-in-git-commits-and-journal-citations-claude-3-7s-hidden-power-explained-071d68908a44

The AI That Thinks in Git Commits and Journal Citations : Claude 3.7’s Hidden Power Explained

📎 How Claude Code + Claude Search Are Reshaping Research-to-Deployment With One Seamless Intelligence Stack 🧠 Imagine coding alongside a partner who not only understands your codebase but remembers…

Medium

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

LinkedIn

This link will take you to a page that’s not on LinkedIn

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

@academicchatter @cognition

LinkedIn

This link will take you to a page that’s not on LinkedIn

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

172° Mercoledì di Nexa - Evitare la trappola comportamentista e la confusione tra sistemi human-like e human-level in Intelligenza Artificiale con la Minimal Cognitive Grid | Nexa Center for Internet & Society

8 maggio 2024 ANTONIO LIETO (UniversitĂ  degli Studi di Salerno)

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

172° Mercoledì di Nexa - Evitare la trappola comportamentista e la confusione tra sistemi human-like e human-level in Intelligenza Artificiale con la Minimal Cognitive Grid | Nexa Center for Internet & Society

8 maggio 2024 ANTONIO LIETO (UniversitĂ  degli Studi di Salerno)

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

@academicchatter
@cognition

#keynote #ai #cognitiveAI

IJCLR 2023 · International Joint Conference on Learning & Reasoning

Overview The 3rd International Joint Conference on Learning & Reasoning (IJCLR) will be held in Bari, Italy, 13-15 November 2023. The rapid progress in machine learning has been the primary reason for a fresh look in the transormative potential of AI as a whole during the past decade. A crucial milestone for taking full advantage of this potential is the endowment of algorithms that learn from experience with the ability to consult existing knowledge and reason with what has already been learned.

International Joint Conference on Learning & Reasoning

"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

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

Plenary Keynote Speakers · International Joint Conference on Learning & Reasoning

International Joint Conference on Learning & Reasoning