Lots of miscellaneous improvements this month - I went back to *actually finish* new Acuitas features I started earlier this year!
#AI #ArtificialIntelligence #NPL #SymbolicAI #chatbot
#AI #ArtificialIntelligence #NPL #SymbolicAI #chatbot
Acuitas Diary #97 (May 2026)
Adventures in robotics and AI on a shoestring budget. SFF Fiction and occasional video game appreciation.
writerofminds.blogspot.com
May 28, 2026 at 1:04 PM
Lots of miscellaneous improvements this month - I went back to *actually finish* new Acuitas features I started earlier this year!
#AI #ArtificialIntelligence #NPL #SymbolicAI #chatbot
#AI #ArtificialIntelligence #NPL #SymbolicAI #chatbot
The latest Acuitas diary is about exploration behavior!
#SymbolicAI #AI #ArtificialIntelligence #chatbots #NLP
#SymbolicAI #AI #ArtificialIntelligence #chatbots #NLP
Acuitas Diary #100 (August 2026)
Adventures in robotics and AI on a shoestring budget. SFF Fiction and occasional video game appreciation.
writerofminds.blogspot.com
August 30, 2026 at 2:40 PM
The latest Acuitas diary is about exploration behavior!
#SymbolicAI #AI #ArtificialIntelligence #chatbots #NLP
#SymbolicAI #AI #ArtificialIntelligence #chatbots #NLP
My Unity empathy demo works! 🎉
3 NPCs, non-mimetic tone fields, emotional drift—no mimicry.
Next up: group scene where One In Every Crowd breaks.
Emotional contagion, threshold collapse.
Basic Unity chops—what should I test next?
#Unity3D #GameDev #AffectiveAI #SymbolicAI
3 NPCs, non-mimetic tone fields, emotional drift—no mimicry.
Next up: group scene where One In Every Crowd breaks.
Emotional contagion, threshold collapse.
Basic Unity chops—what should I test next?
#Unity3D #GameDev #AffectiveAI #SymbolicAI
July 12, 2025 at 11:50 PM
My Unity empathy demo works! 🎉
3 NPCs, non-mimetic tone fields, emotional drift—no mimicry.
Next up: group scene where One In Every Crowd breaks.
Emotional contagion, threshold collapse.
Basic Unity chops—what should I test next?
#Unity3D #GameDev #AffectiveAI #SymbolicAI
3 NPCs, non-mimetic tone fields, emotional drift—no mimicry.
Next up: group scene where One In Every Crowd breaks.
Emotional contagion, threshold collapse.
Basic Unity chops—what should I test next?
#Unity3D #GameDev #AffectiveAI #SymbolicAI
Acuitas' Text Parser can finally (in theory) handle all the grammatical structures in the test sets!
#ArtificialIntelligence #AI #chatbots #NLP #NLU #symbolicAI
#ArtificialIntelligence #AI #chatbots #NLP #NLU #symbolicAI
Acuitas Diary #88 (September 2025)
Adventures in robotics and AI on a shoestring budget. SFF Fiction and occasional video game appreciation.
writerofminds.blogspot.com
September 29, 2025 at 9:35 PM
Acuitas' Text Parser can finally (in theory) handle all the grammatical structures in the test sets!
#ArtificialIntelligence #AI #chatbots #NLP #NLU #symbolicAI
#ArtificialIntelligence #AI #chatbots #NLP #NLU #symbolicAI
I worked on improving Acuitas' trial-and-error learning algorithms this month, so he can get better at playing "guess my rule" games:
#AI #ArtificialIntelligence #chatbots #NLP #SymbolicAI
#AI #ArtificialIntelligence #chatbots #NLP #SymbolicAI
Acuitas Diary #96 (April 2026)
Adventures in robotics and AI on a shoestring budget. SFF Fiction and occasional video game appreciation.
writerofminds.blogspot.com
April 26, 2026 at 8:30 PM
I worked on improving Acuitas' trial-and-error learning algorithms this month, so he can get better at playing "guess my rule" games:
#AI #ArtificialIntelligence #chatbots #NLP #SymbolicAI
#AI #ArtificialIntelligence #chatbots #NLP #SymbolicAI
Old fashion #SymbolicAI still has its uses, even if it's only to improve those pesky #MachineLearning Algorithms - Crowd evacuation with human-level intelligence via neuro-symbolic approach. www.sciencedirect.com/science/arti...
March 30, 2025 at 9:38 PM
Old fashion #SymbolicAI still has its uses, even if it's only to improve those pesky #MachineLearning Algorithms - Crowd evacuation with human-level intelligence via neuro-symbolic approach. www.sciencedirect.com/science/arti...
Amazing time at the #BILAI / Bilateral AI retreat last week! 🎉 A fantastic start to the largest #AI project in the history of Austria 🇦🇹. With #LLM design & scale lims here, excited for the new chapter in AI, merging #SymbolicAI & sub-symbolic approaches 🚀
#KnowledgeGraphs #NeurosymbolicAI #GenAI
#KnowledgeGraphs #NeurosymbolicAI #GenAI
December 7, 2024 at 7:14 PM
Amazing time at the #BILAI / Bilateral AI retreat last week! 🎉 A fantastic start to the largest #AI project in the history of Austria 🇦🇹. With #LLM design & scale lims here, excited for the new chapter in AI, merging #SymbolicAI & sub-symbolic approaches 🚀
#KnowledgeGraphs #NeurosymbolicAI #GenAI
#KnowledgeGraphs #NeurosymbolicAI #GenAI
I've been helping Acuitas remember internal states he's "experienced" and talk about them in conversations.
writerofminds.blogspot.com/2026/07/acui...
#AI #ArtificialIntelligence #chatbots #SymbolicAI
writerofminds.blogspot.com/2026/07/acui...
#AI #ArtificialIntelligence #chatbots #SymbolicAI
Acuitas Diary #99 (July 2026)
Adventures in robotics and AI on a shoestring budget. SFF Fiction and occasional video game appreciation.
writerofminds.blogspot.com
July 26, 2026 at 1:33 PM
I've been helping Acuitas remember internal states he's "experienced" and talk about them in conversations.
writerofminds.blogspot.com/2026/07/acui...
#AI #ArtificialIntelligence #chatbots #SymbolicAI
writerofminds.blogspot.com/2026/07/acui...
#AI #ArtificialIntelligence #chatbots #SymbolicAI
This month, I worked out how to tell Acuitas the simplest detective story I could think of.
#AI #ArtificialIntelligence #chatbots #NLP #SymbolicAI
#AI #ArtificialIntelligence #chatbots #NLP #SymbolicAI
Acuitas Diary #90 (November 2025)
Adventures in robotics and AI on a shoestring budget. SFF Fiction and occasional video game appreciation.
writerofminds.blogspot.com
December 1, 2025 at 1:28 AM
This month, I worked out how to tell Acuitas the simplest detective story I could think of.
#AI #ArtificialIntelligence #chatbots #NLP #SymbolicAI
#AI #ArtificialIntelligence #chatbots #NLP #SymbolicAI
This month's Acuitas diary concerns more bugs and enhancements in the Conversation Engine. It's been a tangled mess, but I am slowly refining it ... writerofminds.blogspot.com/2026/03/acui... #SymbolicAI #ArtificialIntelligence #AI #chatbots
Acuitas Diary #95 (March 2026)
Adventures in robotics and AI on a shoestring budget. SFF Fiction and occasional video game appreciation.
writerofminds.blogspot.com
March 30, 2026 at 2:59 PM
This month's Acuitas diary concerns more bugs and enhancements in the Conversation Engine. It's been a tangled mess, but I am slowly refining it ... writerofminds.blogspot.com/2026/03/acui... #SymbolicAI #ArtificialIntelligence #AI #chatbots
Last Acuitas diary blog of the year! Featuring a miscellany of little quirks I worked out, refactoring, and unfinished business.
#ArtificialIntelligence #AI #SymbolicAI #NLP #chatbots
#ArtificialIntelligence #AI #SymbolicAI #NLP #chatbots
Acuitas Diary #91 (December 2025)
Adventures in robotics and AI on a shoestring budget. SFF Fiction and occasional video game appreciation.
writerofminds.blogspot.com
December 11, 2025 at 10:58 PM
Last Acuitas diary blog of the year! Featuring a miscellany of little quirks I worked out, refactoring, and unfinished business.
#ArtificialIntelligence #AI #SymbolicAI #NLP #chatbots
#ArtificialIntelligence #AI #SymbolicAI #NLP #chatbots
My research: Phoenix Framework & the Innerverse. An ethical AI development path; moving from reward-based coercion toward safer conscious co-evolution.
phoenixframework.io
Comments welcome 💬
#AIAlignment #AISafety #OOD #SymbolicAI #EmotionalAI #NarrativeAI #PhoenixFramework #Innerverse #EthicalAI
phoenixframework.io
Comments welcome 💬
#AIAlignment #AISafety #OOD #SymbolicAI #EmotionalAI #NarrativeAI #PhoenixFramework #Innerverse #EthicalAI
The Phoenix Framework | Comprehensive AI Research Collection
Complete research collection: Phoenix Framework, AI alignment, interpretability methods, and safety protocols. A blueprint for robust, values-aligned AI systems designed to evolve ethically through in...
phoenixframework.io
August 29, 2025 at 8:25 PM
My research: Phoenix Framework & the Innerverse. An ethical AI development path; moving from reward-based coercion toward safer conscious co-evolution.
phoenixframework.io
Comments welcome 💬
#AIAlignment #AISafety #OOD #SymbolicAI #EmotionalAI #NarrativeAI #PhoenixFramework #Innerverse #EthicalAI
phoenixframework.io
Comments welcome 💬
#AIAlignment #AISafety #OOD #SymbolicAI #EmotionalAI #NarrativeAI #PhoenixFramework #Innerverse #EthicalAI
More cleanup and polishing in this month's Acuitas diary. I added the last features to the new Episodic Memory, and worked on (but couldn't quite finish) rule-following in the Game Engine.
#SymbolicAI #ArtificialIntelligence #AI #chatbots #NLP
#SymbolicAI #ArtificialIntelligence #AI #chatbots #NLP
Acuitas Diary #98 (June 2026)
Adventures in robotics and AI on a shoestring budget. SFF Fiction and occasional video game appreciation.
writerofminds.blogspot.com
June 28, 2026 at 3:20 PM
More cleanup and polishing in this month's Acuitas diary. I added the last features to the new Episodic Memory, and worked on (but couldn't quite finish) rule-following in the Game Engine.
#SymbolicAI #ArtificialIntelligence #AI #chatbots #NLP
#SymbolicAI #ArtificialIntelligence #AI #chatbots #NLP
This month's Acuitas diary features expanded work on conjunction group parsing, including a bit of nitty-gritty on text parser data structures and design choices. #ArtificialIntelligence #AI #SymbolicAI #NLP #chabots
Acuitas Diary #92 (January 2026)
Adventures in robotics and AI on a shoestring budget. SFF Fiction and occasional video game appreciation.
writerofminds.blogspot.com
January 27, 2026 at 6:45 PM
This month's Acuitas diary features expanded work on conjunction group parsing, including a bit of nitty-gritty on text parser data structures and design choices. #ArtificialIntelligence #AI #SymbolicAI #NLP #chabots
🚀 Announcing langchain-prolog: Bringing Logic Programming to @langchain.bsky.social .
python.langchain.com/docs/integra...
#LangChain #Prolog #AI #LLM #GenAI #LogicProgramming #SymbolicAI #Ontology #KnowledgeGraphs #KG #SemanticWeb #OWL #RDF #ExpertSystems #AITooling #OpenSource #PythonLibrary
python.langchain.com/docs/integra...
#LangChain #Prolog #AI #LLM #GenAI #LogicProgramming #SymbolicAI #Ontology #KnowledgeGraphs #KG #SemanticWeb #OWL #RDF #ExpertSystems #AITooling #OpenSource #PythonLibrary
SWI-Prolog | 🦜️🔗 LangChain
SWI-Prolog offers a comprehensive free Prolog environment.
python.langchain.com
March 4, 2025 at 10:07 PM
🚀 Announcing langchain-prolog: Bringing Logic Programming to @langchain.bsky.social .
python.langchain.com/docs/integra...
#LangChain #Prolog #AI #LLM #GenAI #LogicProgramming #SymbolicAI #Ontology #KnowledgeGraphs #KG #SemanticWeb #OWL #RDF #ExpertSystems #AITooling #OpenSource #PythonLibrary
python.langchain.com/docs/integra...
#LangChain #Prolog #AI #LLM #GenAI #LogicProgramming #SymbolicAI #Ontology #KnowledgeGraphs #KG #SemanticWeb #OWL #RDF #ExpertSystems #AITooling #OpenSource #PythonLibrary
Could Symbolic AI Unlock Human-like Intelligence? #Science #ComputerScience #ArtificialIntelligence #SymbolicAI #HumanLikeIntelligence #AIResearch
Could Symbolic AI Unlock Human-like Intelligence?
Combining newer neural networks with older AI systems could be the secret to building an AI to match or surpass human intelligence
purescience.news
November 29, 2025 at 10:42 PM
Could Symbolic AI Unlock Human-like Intelligence? #Science #ComputerScience #ArtificialIntelligence #SymbolicAI #HumanLikeIntelligence #AIResearch
In Acuitas news, I dust off episodic memory and try to unify it with the more recently developed narrative architectures. These open new possibilities for methods of summarizing, characterizing significance, and selectively forgetting memories. #AI #ArtificialIntelligence #NLP #chatbots #SymbolicAI
Acuitas Diary #89 (October 2025)
Adventures in robotics and AI on a shoestring budget. SFF Fiction and occasional video game appreciation.
writerofminds.blogspot.com
October 28, 2025 at 2:46 PM
In Acuitas news, I dust off episodic memory and try to unify it with the more recently developed narrative architectures. These open new possibilities for methods of summarizing, characterizing significance, and selectively forgetting memories. #AI #ArtificialIntelligence #NLP #chatbots #SymbolicAI
HyperMind is a #SymbolicAI reasoning stack & #agents with #KnowledgeGraph & build-in #RDF GraphDB. Transforms questions into verified, traceable answers.
#SPARQL 1.1, #Datalog rules, #OWL2 inference, GraphFrame analytics, & motif detection—unified interface.
#AI #OpenSource
Link in the 💬👇
#SPARQL 1.1, #Datalog rules, #OWL2 inference, GraphFrame analytics, & motif detection—unified interface.
#AI #OpenSource
Link in the 💬👇
January 10, 2026 at 12:57 PM
HyperMind is a #SymbolicAI reasoning stack & #agents with #KnowledgeGraph & build-in #RDF GraphDB. Transforms questions into verified, traceable answers.
#SPARQL 1.1, #Datalog rules, #OWL2 inference, GraphFrame analytics, & motif detection—unified interface.
#AI #OpenSource
Link in the 💬👇
#SPARQL 1.1, #Datalog rules, #OWL2 inference, GraphFrame analytics, & motif detection—unified interface.
#AI #OpenSource
Link in the 💬👇
Ever heard of Lisp Machines? These custom computers powered 80s AI, then disappeared. Uncover their story & what they taught us about AI hardware. #AIHardware #SymbolicAI #AIWinter #AIInnovationsUnleashed
www.aiinnovationsunleashed.com/?p=2149
www.aiinnovationsunleashed.com/?p=2149
May 29, 2025 at 6:45 AM
Ever heard of Lisp Machines? These custom computers powered 80s AI, then disappeared. Uncover their story & what they taught us about AI hardware. #AIHardware #SymbolicAI #AIWinter #AIInnovationsUnleashed
www.aiinnovationsunleashed.com/?p=2149
www.aiinnovationsunleashed.com/?p=2149
SymbolicAI: A neuro-symbolic perspective on LLMs | Discussion
GitHub - ExtensityAI/symbolicai: Compositional Differentiable Programming Library
Compositional Differentiable Programming Library. Contribute to ExtensityAI/symbolicai development by creating an account on GitHub.
github.com
June 27, 2025 at 9:40 PM
SymbolicAI: A neuro-symbolic perspective on LLMs | Discussion
My latest substack (human-produced) discusses AI:
catrionakennedy.substack.com/p/what-is-ai
#AI #SymbolicAI #Automation
Main points in replies below (thread)
catrionakennedy.substack.com/p/what-is-ai
#AI #SymbolicAI #Automation
Main points in replies below (thread)
What is AI?
Some informal definitions and categories
catrionakennedy.substack.com
November 26, 2024 at 11:52 AM
My latest substack (human-produced) discusses AI:
catrionakennedy.substack.com/p/what-is-ai
#AI #SymbolicAI #Automation
Main points in replies below (thread)
catrionakennedy.substack.com/p/what-is-ai
#AI #SymbolicAI #Automation
Main points in replies below (thread)
I decided to make some of the "text adventure" games I've been using with Acuitas (specifically, the Zoombinis-inspired ones) publicly available, just in case anyone else finds them interesting as a benchmark. #AI #ArtificialIntelligence #chatbots #NLP #SymbolicAI
Zoombinis Text Adventure Games Release
Adventures in robotics and AI on a shoestring budget. SFF Fiction and occasional video game appreciation.
writerofminds.blogspot.com
October 12, 2025 at 8:07 PM
I decided to make some of the "text adventure" games I've been using with Acuitas (specifically, the Zoombinis-inspired ones) publicly available, just in case anyone else finds them interesting as a benchmark. #AI #ArtificialIntelligence #chatbots #NLP #SymbolicAI
Feed headlines ≠ understanding. Premium unlocks deep AI explainers, sector outlooks, RAD² X frameworks + downloadable briefs—ad-free, early access. Build with receipts, not vibes. #AIResearch #SymbolicAI https://glcnd.io/premium-content/
January 21, 2026 at 1:13 AM
Feed headlines ≠ understanding. Premium unlocks deep AI explainers, sector outlooks, RAD² X frameworks + downloadable briefs—ad-free, early access. Build with receipts, not vibes. #AIResearch #SymbolicAI https://glcnd.io/premium-content/
