🧠 5,000 AI agent failures.
🔁 42% now predicted before they happen.
📉 Downtime slashed by 57%.

Discover how agentic AI systems are evolving to forecast their own breakdowns—before executing a single action. A system-aware cognitive loop could be the future of intelligent decision-making.

👉 Read Now:
https://medium.com/@rogt.x1997/5-000-failures-later-what-we-learned-about-forecasting-ai-agent-crashes-in-real-time-9219a8e60881

#AI #AgenticAI #LLM #PredictiveAnalytics #FailureForecasting #CognitiveSystems #AIEngineering #MLOps #AIAgents
https://medium.com/@rogt.x1997/5-000-failures-later-what-we-learned-about-forecasting-ai-agent-crashes-in-real-time-9219a8e60881

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

Glad and honored to have been invited to deliver a tutorial on "Cognitive Systems Design" to the 2025 IEEE
CogSIMA Conference. The tutorial will cover the themes of the #book "Cognitive Design for Artificial Minds"
https://doi.org/10.4324/9781315460536

Link: https://edas.info/web/cogsima2025/tutorial_program.html#Lieto

#AI #cognitivesystems

@academicchatter @cognition

Melanie Mitchell @melaniemitchell
(Santa Fe) at the AI Spotlight Seminars organized by the Italian Association for Artificial Intelligence (AI*IA) and the Society for the Study of Artificial Intelligence and Simulation of Behaviour (AISB), UK

Her talk "AI's challenge of understanding the world" is available at:

https://youtube.com/live/gRJgqSbk71o?feature=shared

#AI #cogsci #humanlikeminds #humanlevelintelligence #Cognitivesystems #ArtificialIntelligence #cognition

@academicchatter @cognition

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

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

Disregard:
Okay, my brain has melted. Can anyone at #Franz or in #Sweden maybe particularly at the university of linkoping get me a live link for http://leonardo-gw.ida.liu.se:40094/www/Renius-astmatix.zip . #AllegroCommonLisp #CommonLisp #LISP #SoftwareIndividuals #CognitiveSystems #ErikSandewall .
I of course already found
https://franz.com/success/customer_apps/knowledge_mgmt/leordo.lhtml / http://www.ida.liu.se/ext/leonardo/distro/Pawn-74.zip . I thought there was another piece because I didn't unzip it yet.

@left_adjoint do you have any thoughts on #erikSandewall's #cognitiveSystems approach to artificial intelligences https://www.ida.liu.se/ext/aica/

https://anonradio.net:8443/anonradio

#lispyGopher #climate #live on the hour (but you would listen to @northernlights the hour before (#liveNow) as well rihgt @SDF

I don't have internet.

#music #happyBirthday @etherdiver Tales of Ether Space ambiently
#unix_surrealism https://merveilles.town/@prahou/112004528913520839 @prahou
@kentpitman https://netsettlement.blogspot.com/2018/11/plutocratic-denial.html climate crisis poetry from 2018 @Reiddragon #cognitiveSystems #EricSandewall #artificialIntelligence #book #lisp https://www.ida.liu.se/ext/aica/
#gopher #phloggersGarage #irc

I am on today's edition of the PagerDuty podcast "Page it to the Limit"!

Mandi and I were at AOL at the same time working in adjacent (but far-flung) teams, it was awesome getting to talk with her so many years later.

#sre #operations #PagerDuty #ContinuousLearning #CognitiveSystems #resilience

https://www.pageittothelimit.com/continuous-learning-with-matt-davis

Talking about our newest paper because I think it's cool:

A normal constraint satisfaction problem assumes a set of variables and looks for assignments to those variables so that the constraint is satisfied. Implicit in this framing is that you know what the variables are.

As part of our research on how cognitive AI can have "the ability to follow the rules", one of the research problems we identified is approximately "learning the functions that map a constraint specification to potentially many places in an agent's state representations". Basically, we can't assume that map is "a given" in the agent's knowledge.

This map is what enables an agent to evaluate whether and where the actual state complies with the constraint because it enables assignment of the state values to the variables in the disembodied constraint specification.

We call it partial grounding of constraints and it looks somewhat like concept grounding or grounding in general.

#AI #SymbolGrounding #CognitiveSystems #AcademicChatter

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

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/

@academicchatter @cognition @acm_creativitycognition

#cognitiveAI #cognitivesystems #cognitivescience #robotics

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.

Link: https://www.facebook.com/cognitivedesignforartificialminds/posts/pfbid028KJwseccaukJXUExgqcHHmBztTX1LFunqv8WA7tEvDwxWDyGiHHgN8xuDH6SgDE5l

@academicchatter @cognition

#AI #cognitiveAI #cognitivesystems #cognitivescience #chatgpt #largelanguagemodels #cognitivedesignforartifialminds

🎙️ Bildung auf die Ohren: Die Zukunft der #KI im deutschen Schulwesen

Dr. Caroline Hartmann spricht mit Frau Prof. Dr. Ute Schmid vom Fachbereich #CognitiveSystems, Otto-Friedrich-Universität Bamberg, über neue Anforderungen an zukünftige Curricula und Unterrichtsmethoden, einen niederschwelligen Einstieg für Lehrkräfte in das Programm ChatGPT sowie richtungsweisende kognitive Tutorsysteme für die Grundschule und die Sekundarstufe.

https://www.bildungsserver.de/nachricht.html?id=1740

💻 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

#AI #cognitivesystems #cognitiveAI

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

@Book review: https://computingreviews.com/review/review_reviewprint.cfm?review_id=147311
Editorial reviews: https://www.facebook.com/cognitivedesignforartificialminds/posts/185132580152531

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

#artificialintelligence #cognitivesystems #cognitivescience #AI #cognitiveAI

I’m very excited about this paper we recently published at advances in #CognitiveSystems: https://arxiv.org/abs/2212.11937.

We present a new framework for acquiring a language model from corpora that supports incremental updating. Our approach, which uses a kind of probabilistic discrimination tree representation, can dynamically grow and adjust its structure during online learning (beyond parameter tuning). Its modular knowledge should also let it avoid catastrophic forgetting effects. #ai #ml

I chatted with a futurist who disliked the term #AI preferring Intelligence Augmentation (#IA) because they view AI as a tool rather than a human replacement.

Despite my #HCI upbringing, I found myself arguing that not all AI is augmentation. I noted that #CognitiveSystems is about understanding the nature of the mind and that I view #AI as exploring how minds can be built.

I also referenced human-machine teaming (#HMT), which frames #AI as teammates not tools.

What do you think?