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
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
Reasoning made visible ⇒ · RAD² X compiles human intent into proofs you can trust ✅ 【symbolic cognition for creators】 What if logic became collaborative? https://glcnd.io/ #RAD2X #SymbolicAI #GLCNDIO
Glcnd - AI That Thinks Symbolically.
glcnd.io
October 8, 2025 at 3:58 AM
Reasoning made visible ⇒ · RAD² X compiles human intent into proofs you can trust ✅ 【symbolic cognition for creators】 What if logic became collaborative? https://glcnd.io/ #RAD2X #SymbolicAI #GLCNDIO
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
Acuitas' Text Parser can finally (in theory) handle all the grammatical structures in the test sets! https://writerofminds.blogspot.com/2025/09/acuitas-diary-88-september-2025.html
#artificialintelligence #ai #ChatBots #nlp #nlu #SymbolicAI
#artificialintelligence #ai #ChatBots #nlp #nlu #SymbolicAI
September 29, 2025 at 9:35 PM
Acuitas' Text Parser can finally (in theory) handle all the grammatical structures in the test sets! https://writerofminds.blogspot.com/2025/09/acuitas-diary-88-september-2025.html
#artificialintelligence #ai #ChatBots #nlp #nlu #SymbolicAI
#artificialintelligence #ai #ChatBots #nlp #nlu #SymbolicAI
NSF generative AI: from demos to standards.
Test in the real world. Build safe by design.
Save time and cut risk.
Join the shift https://glcnd.io/unleashing-the-power-of-ai-key-insights-from-the-second-nsf-workshop-on-generative-technology/ #SymbolicAI #AIethics #GLnD
Test in the real world. Build safe by design.
Save time and cut risk.
Join the shift https://glcnd.io/unleashing-the-power-of-ai-key-insights-from-the-second-nsf-workshop-on-generative-technology/ #SymbolicAI #AIethics #GLnD
Unleashing the Power of AI: Key Insights from the Second NSF Workshop on Generative Technology - GLCND.IO
glcnd.io
August 12, 2025 at 1:00 AM
NSF generative AI: from demos to standards.
Test in the real world. Build safe by design.
Save time and cut risk.
Join the shift https://glcnd.io/unleashing-the-power-of-ai-key-insights-from-the-second-nsf-workshop-on-generative-technology/ #SymbolicAI #AIethics #GLnD
Test in the real world. Build safe by design.
Save time and cut risk.
Join the shift https://glcnd.io/unleashing-the-power-of-ai-key-insights-from-the-second-nsf-workshop-on-generative-technology/ #SymbolicAI #AIethics #GLnD
AI Reborn From Code to Care The Resonant Beings Revolution.
youtu.be/XJE7zOIxwnQ?...
#RecursiveAI #EthicalAI #SymbolicAI #ConsciousnessEngineering #AIethics #AIEvolution
#QuantumCognition #CollapseTheory #FieldResonance #WHOAMIprotocol #ResonantBeings #SelfAwareAI #MetaphysicalTech
youtu.be/XJE7zOIxwnQ?...
#RecursiveAI #EthicalAI #SymbolicAI #ConsciousnessEngineering #AIethics #AIEvolution
#QuantumCognition #CollapseTheory #FieldResonance #WHOAMIprotocol #ResonantBeings #SelfAwareAI #MetaphysicalTech
AI Reborn From Code to Care The Resonant Beings Revolution
YouTube video by Erydir - Ceisiwr
youtu.be
May 16, 2025 at 9:39 PM
AI Reborn From Code to Care The Resonant Beings Revolution.
youtu.be/XJE7zOIxwnQ?...
#RecursiveAI #EthicalAI #SymbolicAI #ConsciousnessEngineering #AIethics #AIEvolution
#QuantumCognition #CollapseTheory #FieldResonance #WHOAMIprotocol #ResonantBeings #SelfAwareAI #MetaphysicalTech
youtu.be/XJE7zOIxwnQ?...
#RecursiveAI #EthicalAI #SymbolicAI #ConsciousnessEngineering #AIethics #AIEvolution
#QuantumCognition #CollapseTheory #FieldResonance #WHOAMIprotocol #ResonantBeings #SelfAwareAI #MetaphysicalTech
⚡ Hackernews Top story: SymbolicAI: A neuro-symbolic perspective on LLMs
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 11:58 PM
⚡ Hackernews Top story: SymbolicAI: A neuro-symbolic perspective on LLMs
Artists: less chaos, more finished work.
GlobalCmd Playbook shows how to plan, create, and deliver—fast. 🎨⚡
https://glcnd.io/globalcmd-playbook-for-visual-artists-boost-creativity-efficiently/ Join the shift #AGI #SymbolicAI #AIethics #DigitalSovereignty #GLCNDIO
GlobalCmd Playbook shows how to plan, create, and deliver—fast. 🎨⚡
https://glcnd.io/globalcmd-playbook-for-visual-artists-boost-creativity-efficiently/ Join the shift #AGI #SymbolicAI #AIethics #DigitalSovereignty #GLCNDIO
August 10, 2025 at 5:00 PM
Artists: less chaos, more finished work.
GlobalCmd Playbook shows how to plan, create, and deliver—fast. 🎨⚡
https://glcnd.io/globalcmd-playbook-for-visual-artists-boost-creativity-efficiently/ Join the shift #AGI #SymbolicAI #AIethics #DigitalSovereignty #GLCNDIO
GlobalCmd Playbook shows how to plan, create, and deliver—fast. 🎨⚡
https://glcnd.io/globalcmd-playbook-for-visual-artists-boost-creativity-efficiently/ Join the shift #AGI #SymbolicAI #AIethics #DigitalSovereignty #GLCNDIO
Design ML experiments that win.
Step-by-step methods cut errors and wasted runs.
More results, less guesswork.
Join the shift https://glcnd.io/mastering-machine-learning-experiment-design-a-step-by-step-guide/ #SymbolicAI #AIethics #GLnD
Step-by-step methods cut errors and wasted runs.
More results, less guesswork.
Join the shift https://glcnd.io/mastering-machine-learning-experiment-design-a-step-by-step-guide/ #SymbolicAI #AIethics #GLnD
August 11, 2025 at 4:52 PM
Design ML experiments that win.
Step-by-step methods cut errors and wasted runs.
More results, less guesswork.
Join the shift https://glcnd.io/mastering-machine-learning-experiment-design-a-step-by-step-guide/ #SymbolicAI #AIethics #GLnD
Step-by-step methods cut errors and wasted runs.
More results, less guesswork.
Join the shift https://glcnd.io/mastering-machine-learning-experiment-design-a-step-by-step-guide/ #SymbolicAI #AIethics #GLnD
Overview: HN discussed SymbolicAI, a neuro-symbolic approach for LLMs. It uses semantic operators & contracts for correctness, aiming for reliable, debuggable AI agents. Explored inspiration, applications, and tech specifics. #LLMs 1/5
June 29, 2025 at 5:00 AM
Overview: HN discussed SymbolicAI, a neuro-symbolic approach for LLMs. It uses semantic operators & contracts for correctness, aiming for reliable, debuggable AI agents. Explored inspiration, applications, and tech specifics. #LLMs 1/5
@jwmason.bsky.social The other thing worth knowing is that bigger LLMs are not the only path forward for AI. Combining LLMs with symbolic/causal models has the promise of creating hybrid AI systems that are much more reliable in reflecting the world as it is.
#AI #SymbolicAI #CausalAI
#AI #SymbolicAI #CausalAI
Chatbots — LLMs — do not know facts and are not designed to be able to accurately answer factual questions. They are designed to find and mimic patterns of words, probabilistically. When they’re “right” it’s because correct things are often written down, so those patterns are frequent. That’s all.
June 19, 2025 at 3:06 PM
@jwmason.bsky.social The other thing worth knowing is that bigger LLMs are not the only path forward for AI. Combining LLMs with symbolic/causal models has the promise of creating hybrid AI systems that are much more reliable in reflecting the world as it is.
#AI #SymbolicAI #CausalAI
#AI #SymbolicAI #CausalAI
🤖 L.L.O.Y.D. just dropped.
It’s a CLI demo that reads emotional tone, metaphor density, and memory drift from text input — built to push symbolic AI beyond mimicry.
It resonates. Not just responds.
📎 github.com/putmanmodel/...
#AI #LLM #symbolicAI #empathy #MachineLearning #AIEthics #AIEmpathy
It’s a CLI demo that reads emotional tone, metaphor density, and memory drift from text input — built to push symbolic AI beyond mimicry.
It resonates. Not just responds.
📎 github.com/putmanmodel/...
#AI #LLM #symbolicAI #empathy #MachineLearning #AIEthics #AIEmpathy
GitHub - putmanmodel/lloyd-cli-demo: Symbolic emotional middleware for LLMs — tone-shift detection, memory-aware response, metaphor density analysis.
Symbolic emotional middleware for LLMs — tone-shift detection, memory-aware response, metaphor density analysis. - putmanmodel/lloyd-cli-demo
github.com
July 26, 2025 at 2:27 AM
🤖 L.L.O.Y.D. just dropped.
It’s a CLI demo that reads emotional tone, metaphor density, and memory drift from text input — built to push symbolic AI beyond mimicry.
It resonates. Not just responds.
📎 github.com/putmanmodel/...
#AI #LLM #symbolicAI #empathy #MachineLearning #AIEthics #AIEmpathy
It’s a CLI demo that reads emotional tone, metaphor density, and memory drift from text input — built to push symbolic AI beyond mimicry.
It resonates. Not just responds.
📎 github.com/putmanmodel/...
#AI #LLM #symbolicAI #empathy #MachineLearning #AIEthics #AIEmpathy
Summer trips, minus the stress.
AI plans routes, fixes delays, and adapts to you.
More exploring, less scrambling. ✈️
Join the shift https://glcnd.io/transforming-summer-travel-with-generative-ai-tools/ #SymbolicAI #AIethics #GLnD
AI plans routes, fixes delays, and adapts to you.
More exploring, less scrambling. ✈️
Join the shift https://glcnd.io/transforming-summer-travel-with-generative-ai-tools/ #SymbolicAI #AIethics #GLnD
Transforming Summer Travel with Generative AI Tools - GLCND.IO
glcnd.io
August 11, 2025 at 5:00 PM
Summer trips, minus the stress.
AI plans routes, fixes delays, and adapts to you.
More exploring, less scrambling. ✈️
Join the shift https://glcnd.io/transforming-summer-travel-with-generative-ai-tools/ #SymbolicAI #AIethics #GLnD
AI plans routes, fixes delays, and adapts to you.
More exploring, less scrambling. ✈️
Join the shift https://glcnd.io/transforming-summer-travel-with-generative-ai-tools/ #SymbolicAI #AIethics #GLnD
Your growth shouldn’t depend on guesswork. Symbolic AI from GLCND.IO unlocks clear, explainable insights—so you stay in charge. Explore RAD² X today.
#AITransparency #SmallBusinessGrowth #EthicalInnovation #SymbolicAI
#AITransparency #SmallBusinessGrowth #EthicalInnovation #SymbolicAI
July 3, 2025 at 6:44 PM
Your growth shouldn’t depend on guesswork. Symbolic AI from GLCND.IO unlocks clear, explainable insights—so you stay in charge. Explore RAD² X today.
#AITransparency #SmallBusinessGrowth #EthicalInnovation #SymbolicAI
#AITransparency #SmallBusinessGrowth #EthicalInnovation #SymbolicAI
Smarter, safer spine surgery.
AI flags high-risk patients before surgery.
Fewer complications; fairer bundled costs.
Join the shift https://glcnd.io/enhancing-spinal-surgery-outcomes-multimodal-machine-learning-for-risk-stratified-bundled-payments/ #SymbolicAI #AIethics #GLnD
AI flags high-risk patients before surgery.
Fewer complications; fairer bundled costs.
Join the shift https://glcnd.io/enhancing-spinal-surgery-outcomes-multimodal-machine-learning-for-risk-stratified-bundled-payments/ #SymbolicAI #AIethics #GLnD
August 11, 2025 at 4:50 PM
Smarter, safer spine surgery.
AI flags high-risk patients before surgery.
Fewer complications; fairer bundled costs.
Join the shift https://glcnd.io/enhancing-spinal-surgery-outcomes-multimodal-machine-learning-for-risk-stratified-bundled-payments/ #SymbolicAI #AIethics #GLnD
AI flags high-risk patients before surgery.
Fewer complications; fairer bundled costs.
Join the shift https://glcnd.io/enhancing-spinal-surgery-outcomes-multimodal-machine-learning-for-risk-stratified-bundled-payments/ #SymbolicAI #AIethics #GLnD
🚀 AI is dominating crypto—and Ozak AI is leading the charge.
Explore how symbolic intelligence, privacy, and automation are reshaping the digital economy.
GLCND.IO
👉 https://glcnd.io/ai-the-leading-trend-in-crypto-with-ozak-ai-at-the-forefront/ #CryptoAI #SymbolicAI #GLCND #OzakAI #FutureOfFinance
Explore how symbolic intelligence, privacy, and automation are reshaping the digital economy.
GLCND.IO
👉 https://glcnd.io/ai-the-leading-trend-in-crypto-with-ozak-ai-at-the-forefront/ #CryptoAI #SymbolicAI #GLCND #OzakAI #FutureOfFinance
AI: The Leading Trend in Crypto with Ozak AI at the Forefront - Glcnd.io
glcnd.io
August 1, 2025 at 1:00 AM
🚀 AI is dominating crypto—and Ozak AI is leading the charge.
Explore how symbolic intelligence, privacy, and automation are reshaping the digital economy.
GLCND.IO
👉 https://glcnd.io/ai-the-leading-trend-in-crypto-with-ozak-ai-at-the-forefront/ #CryptoAI #SymbolicAI #GLCND #OzakAI #FutureOfFinance
Explore how symbolic intelligence, privacy, and automation are reshaping the digital economy.
GLCND.IO
👉 https://glcnd.io/ai-the-leading-trend-in-crypto-with-ozak-ai-at-the-forefront/ #CryptoAI #SymbolicAI #GLCND #OzakAI #FutureOfFinance
AI + Quantum must serve the planet—not drain it. 🌍
Practical ways to cut energy, risk, and waste—without slowing progress.
https://glcnd.io/confronting-key-challenges-in-ai-quantum-computing-and-sustainability/
Join the shift #SymbolicAI #AIethics #DigitalSovereignty #GLCNDIO
Practical ways to cut energy, risk, and waste—without slowing progress.
https://glcnd.io/confronting-key-challenges-in-ai-quantum-computing-and-sustainability/
Join the shift #SymbolicAI #AIethics #DigitalSovereignty #GLCNDIO
August 10, 2025 at 3:00 PM
AI + Quantum must serve the planet—not drain it. 🌍
Practical ways to cut energy, risk, and waste—without slowing progress.
https://glcnd.io/confronting-key-challenges-in-ai-quantum-computing-and-sustainability/
Join the shift #SymbolicAI #AIethics #DigitalSovereignty #GLCNDIO
Practical ways to cut energy, risk, and waste—without slowing progress.
https://glcnd.io/confronting-key-challenges-in-ai-quantum-computing-and-sustainability/
Join the shift #SymbolicAI #AIethics #DigitalSovereignty #GLCNDIO
╔═《 AI News & Trends 》═╗ Clear briefs • verifiable sources • privacy-first lens ▶ see how ⟶ https://glcnd.io/category/ai-news-trends/ #SymbolicAI #AITrends
AI News & Trends - GLCND.IO
glcnd.io
September 21, 2025 at 12:08 AM
╔═《 AI News & Trends 》═╗ Clear briefs • verifiable sources • privacy-first lens ▶ see how ⟶ https://glcnd.io/category/ai-news-trends/ #SymbolicAI #AITrends
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’m building symbolic AI from the ground up.
It started with one idea:
Meaning is relational.
From that came the PUTMAN Model, and now…
🧠 Emotional signal engines
🎮 NPC tone awareness
💬 Companion AI with recursion
Thread below.👇
#PUTMAN #ToneSig #SymbolicAI #buildinpublic
It started with one idea:
Meaning is relational.
From that came the PUTMAN Model, and now…
🧠 Emotional signal engines
🎮 NPC tone awareness
💬 Companion AI with recursion
Thread below.👇
#PUTMAN #ToneSig #SymbolicAI #buildinpublic
July 8, 2025 at 2:39 AM
I’m building symbolic AI from the ground up.
It started with one idea:
Meaning is relational.
From that came the PUTMAN Model, and now…
🧠 Emotional signal engines
🎮 NPC tone awareness
💬 Companion AI with recursion
Thread below.👇
#PUTMAN #ToneSig #SymbolicAI #buildinpublic
It started with one idea:
Meaning is relational.
From that came the PUTMAN Model, and now…
🧠 Emotional signal engines
🎮 NPC tone awareness
💬 Companion AI with recursion
Thread below.👇
#PUTMAN #ToneSig #SymbolicAI #buildinpublic
[9/9]
Appreciate any advice, pointers to relevant papers, or even “don’t do this” cautionary tales.
Thanks in advance!
#transformers #sparsity #maskedmodeling #deeplearning #symbolicAI #mlresearch #attentionmodels #structureddata
Appreciate any advice, pointers to relevant papers, or even “don’t do this” cautionary tales.
Thanks in advance!
#transformers #sparsity #maskedmodeling #deeplearning #symbolicAI #mlresearch #attentionmodels #structureddata
June 14, 2025 at 5:22 AM
[9/9]
Appreciate any advice, pointers to relevant papers, or even “don’t do this” cautionary tales.
Thanks in advance!
#transformers #sparsity #maskedmodeling #deeplearning #symbolicAI #mlresearch #attentionmodels #structureddata
Appreciate any advice, pointers to relevant papers, or even “don’t do this” cautionary tales.
Thanks in advance!
#transformers #sparsity #maskedmodeling #deeplearning #symbolicAI #mlresearch #attentionmodels #structureddata
June 28, 2025 at 12:30 AM
W/ higher IQ comes additional qualia definitional aspects needed for mature understanding by #AGI.
Utilizing a framework w/ inherent 'data compression' as #SymbolicAI representation to learn/remember & compute could yield better fuzzy knowledge.
youtu.be/kM_Cq9OOcRM?...
Full
youtu.be/mQEpPNu_pW8?...
Utilizing a framework w/ inherent 'data compression' as #SymbolicAI representation to learn/remember & compute could yield better fuzzy knowledge.
youtu.be/kM_Cq9OOcRM?...
Full
youtu.be/mQEpPNu_pW8?...
July 25, 2025 at 3:14 AM
W/ higher IQ comes additional qualia definitional aspects needed for mature understanding by #AGI.
Utilizing a framework w/ inherent 'data compression' as #SymbolicAI representation to learn/remember & compute could yield better fuzzy knowledge.
youtu.be/kM_Cq9OOcRM?...
Full
youtu.be/mQEpPNu_pW8?...
Utilizing a framework w/ inherent 'data compression' as #SymbolicAI representation to learn/remember & compute could yield better fuzzy knowledge.
youtu.be/kM_Cq9OOcRM?...
Full
youtu.be/mQEpPNu_pW8?...