#cognitivearchitecture — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #cognitivearchitecture, aggregated by home.social.
-
New work:
The Architecture of Reality.
A structural model of reality as a self‑organizing pattern space, where identity, agency, and interpretation emerge from generative pattern dynamics and the world functions as the meta‑pattern.
PhilPapers: https://philpapers.org/rec/JONTAO-27
Zenodo: https://doi.org/10.5281/zenodo.20398424
#theory #systemsTheory #complexSystems #emergence
#structuralOntology #patternDynamics #metaPatterns
#identity #agency #cognitiveArchitecture #philosophyOfMind -
New release from my ongoing research program:
The Layered Model of Identity and Continuity (LMIC) — a structural framework for pattern stability and substrate‑independent persistence.Several parts of this multi‑year project were developed in parallel, so the publications are now appearing in close succession as the overall architecture is consolidated.
https://philpapers.org/rec/JONTLM-2
https://doi.org/10.5281/zenodo.19978784#systemsTheory #emergence #identity #continuity #cognitiveArchitecture #research
-
It’s a guide for stepping outside inherited loops and designing new ones with intention. #IdentityWork #SystemicInsight #CognitiveArchitecture #Protyus
-
Coming soon: a new systems‑theoretical approach exploring
• low‑entropy background attractors
• distributed pre‑modern system intelligence
• transgenerational cultural coherence
• substrate‑independent identity architectures
• functional coupling as epigenetic resource
• emergent identity stabilization
• systemic resonance fields#SystemsTheory #ComplexityScience #InformationTheory #CognitiveArchitecture #Emergence #Anthropology #AIResearch
-
Toward Hybrid Architectures: exploring the ontological and dynamical limits of silicon substrates — and the conditions under which functional AI requires substrate‑independent identity architectures.
DOI: https://doi.org/10.5281/zenodo.18583941#HybridAI #SystemsTheory #CognitiveArchitecture #ComplexityScience #ArtificialCognition #Ontology #Emergence #AIResearch
-
At Thiên Dương Cognitive Architecture Lab, nature is viewed as a data system of the universe. The green crystal is Olivine, formed deep in Earth’s mantle and brought to the surface by volcanic lava. The red crystal often found in volcanic rocks can be Garnet or sometimes Ruby. These minerals record extreme thermodynamic processes where order crystallizes from chaos—an analogy for cognition and information structures emerging from entropy.
#AI #Geology #EarthScience #CognitiveArchitecture -
At Thiên Dương Cognitive Architecture Lab, nature is viewed as a data system of the universe. The green crystal is Olivine, formed deep in Earth’s mantle and brought to the surface by volcanic lava. The red crystal often found in volcanic rocks can be Garnet or sometimes Ruby. These minerals record extreme thermodynamic processes where order crystallizes from chaos—an analogy for cognition and information structures emerging from entropy.
#AI #Geology #EarthScience #CognitiveArchitecture -
At Thiên Dương Cognitive Architecture Lab, nature is viewed as a data system of the universe. The green crystal is Olivine, formed deep in Earth’s mantle and brought to the surface by volcanic lava. The red crystal often found in volcanic rocks can be Garnet or sometimes Ruby. These minerals record extreme thermodynamic processes where order crystallizes from chaos—an analogy for cognition and information structures emerging from entropy.
#AI #Geology #EarthScience #CognitiveArchitecture -
At Thiên Dương Cognitive Architecture Lab, nature is viewed as a data system of the universe. The green crystal is Olivine, formed deep in Earth’s mantle and brought to the surface by volcanic lava. The red crystal often found in volcanic rocks can be Garnet or sometimes Ruby. These minerals record extreme thermodynamic processes where order crystallizes from chaos—an analogy for cognition and information structures emerging from entropy.
#AI #Geology #EarthScience #CognitiveArchitecture -
At Thiên Dương Cognitive Architecture Lab, nature is viewed as a data system of the universe. The green crystal is Olivine, formed deep in Earth’s mantle and brought to the surface by volcanic lava. The red crystal often found in volcanic rocks can be Garnet or sometimes Ruby. These minerals record extreme thermodynamic processes where order crystallizes from chaos—an analogy for cognition and information structures emerging from entropy.
#AI #Geology #EarthScience #CognitiveArchitecture -
🧠 Một doanh nhân không phải kỹ sư đã tự xây dựng “Personal Cognitive OS” trên GPT: viết Constitution, tạo chế độ riêng cho công việc & đời sống, lưu trữ ký ức dài hạn, hệ thống ưu tiên, vòng học tập & guardrails. Đang tìm phản hồi từ cộng đồng AI. Bạn đã thử gì tương tự? #AI #GPT #PersonalOS #CognitiveArchitecture #TríTuệNhânTạo #CôngNghệ #AIVietnam
-
Idea for AI builders:
LLMs still behave binary at the edge—fluid → snap.
Proposing a graded “Breathing Sheath” between emergence and safety:
a dynamic modulation layer using fractal timing (micro/meso/macro), intention-awareness, and agitation-damping.
Nuance stays; safety holds.
Could this be a root architecture for smoother, steerable LLMs?#LLM #AISafety #Alignment #AIResearch #ControlTheory #CognitiveArchitecture #AIDev #AIUX #AIFutures #TechFediverse
-
Idea for AI builders:
LLMs still behave binary at the edge—fluid → snap.
Proposing a graded “Breathing Sheath” between emergence and safety:
a dynamic modulation layer using fractal timing (micro/meso/macro), intention-awareness, and agitation-damping.
Nuance stays; safety holds.
Could this be a root architecture for smoother, steerable LLMs?#LLM #AISafety #Alignment #AIResearch #ControlTheory #CognitiveArchitecture #AIDev #AIUX #AIFutures #TechFediverse
-
Idea for AI builders:
LLMs still behave binary at the edge—fluid → snap.
Proposing a graded “Breathing Sheath” between emergence and safety:
a dynamic modulation layer using fractal timing (micro/meso/macro), intention-awareness, and agitation-damping.
Nuance stays; safety holds.
Could this be a root architecture for smoother, steerable LLMs?#LLM #AISafety #Alignment #AIResearch #ControlTheory #CognitiveArchitecture #AIDev #AIUX #AIFutures #TechFediverse
-
Idea for AI builders:
LLMs still behave binary at the edge—fluid → snap.
Proposing a graded “Breathing Sheath” between emergence and safety:
a dynamic modulation layer using fractal timing (micro/meso/macro), intention-awareness, and agitation-damping.
Nuance stays; safety holds.
Could this be a root architecture for smoother, steerable LLMs?#LLM #AISafety #Alignment #AIResearch #ControlTheory #CognitiveArchitecture #AIDev #AIUX #AIFutures #TechFediverse
-
Idea for AI builders:
LLMs still behave binary at the edge—fluid → snap.
Proposing a graded “Breathing Sheath” between emergence and safety:
a dynamic modulation layer using fractal timing (micro/meso/macro), intention-awareness, and agitation-damping.
Nuance stays; safety holds.
Could this be a root architecture for smoother, steerable LLMs?#LLM #AISafety #Alignment #AIResearch #ControlTheory #CognitiveArchitecture #AIDev #AIUX #AIFutures #TechFediverse
-
Cogency – Cognitive Architecture for AI Agents
https://github.com/iteebz/cogency
#HackerNews #Cogency #CognitiveArchitecture #AI #Agents #Technology #Innovation
-
Cogency – Cognitive Architecture for AI Agents
https://github.com/iteebz/cogency
#HackerNews #Cogency #CognitiveArchitecture #AI #Agents #Technology #Innovation
-
Cogency – Cognitive Architecture for AI Agents
https://github.com/iteebz/cogency
#HackerNews #Cogency #CognitiveArchitecture #AI #Agents #Technology #Innovation
-
Cogency – Cognitive Architecture for AI Agents
https://github.com/iteebz/cogency
#HackerNews #Cogency #CognitiveArchitecture #AI #Agents #Technology #Innovation
-
Cogency – Cognitive Architecture for AI Agents
https://github.com/iteebz/cogency
#HackerNews #Cogency #CognitiveArchitecture #AI #Agents #Technology #Innovation
-
Just published a new piece:
**"Reflective AI Consciousness"** – A concept for how AI can self-question and refine its own thinking to foster creativity and adaptation.
Curious about building introspective models?
Read here 👉 https://medium.com/@Eribus_37425/reflective-ai-a-model-for-self-questioning-through-an-abstracted-workspace-87cfce05983f
#AI #ArtificialIntelligence #MachineLearning #AGI #CognitiveArchitecture -
Just published a new piece:
**"Reflective AI Consciousness"** – A concept for how AI can self-question and refine its own thinking to foster creativity and adaptation.
Curious about building introspective models?
Read here 👉 https://medium.com/@Eribus_37425/reflective-ai-a-model-for-self-questioning-through-an-abstracted-workspace-87cfce05983f
#AI #ArtificialIntelligence #MachineLearning #AGI #CognitiveArchitecture -
CW: shop talk
A neat little (perhaps Soar-specific) aside:
I find explicit nulls so helpful in our agent's knowledge representations. "I don't think this implies anything meaningful next" as an explicit representation is so much more powerful than relying on the implicit "absense of implication" version. It's the difference between expecting nothing and not knowing what to expect.
There's a similarly flavored benefit to using ternary logic representations in the agent. Instead of an implicit unknown, you get "I can't evaluate this yet", an explicit signal to gather information.
It's just nice, that's all.
-
CW: shop talk
A neat little (perhaps Soar-specific) aside:
I find explicit nulls so helpful in our agent's knowledge representations. "I don't think this implies anything meaningful next" as an explicit representation is so much more powerful than relying on the implicit "absense of implication" version. It's the difference between expecting nothing and not knowing what to expect.
There's a similarly flavored benefit to using ternary logic representations in the agent. Instead of an implicit unknown, you get "I can't evaluate this yet", an explicit signal to gather information.
It's just nice, that's all.
-
CW: shop talk
A neat little (perhaps Soar-specific) aside:
I find explicit nulls so helpful in our agent's knowledge representations. "I don't think this implies anything meaningful next" as an explicit representation is so much more powerful than relying on the implicit "absense of implication" version. It's the difference between expecting nothing and not knowing what to expect.
There's a similarly flavored benefit to using ternary logic representations in the agent. Instead of an implicit unknown, you get "I can't evaluate this yet", an explicit signal to gather information.
It's just nice, that's all.
-
CW: shop talk
A neat little (perhaps Soar-specific) aside:
I find explicit nulls so helpful in our agent's knowledge representations. "I don't think this implies anything meaningful next" as an explicit representation is so much more powerful than relying on the implicit "absense of implication" version. It's the difference between expecting nothing and not knowing what to expect.
There's a similarly flavored benefit to using ternary logic representations in the agent. Instead of an implicit unknown, you get "I can't evaluate this yet", an explicit signal to gather information.
It's just nice, that's all.
-
I keep thinking about how many tasks are left on our cognitive architecture research to-do list.
Opportunity cost is real.
I guess if I had to pick, I'd want to pick embodiment-integrated memory as a reconceptualization of what perception means in the face of one of its functionalities being interfacing with cognition. In other words, semantic memory, perception, and cognition all really using different functional access to an underlying embodiment-world memory/modeling data structure. Think "when tenenbaum was conceptualizing of literally a game engine kind of thing in the head" style "language of thought". I'm not being clear about it, but it's been on my mind awhile.
A close second is implementing a theoretically complete metacognition for Soar. (Think "sufficient", not "optimal".)
-
I keep thinking about how many tasks are left on our cognitive architecture research to-do list.
Opportunity cost is real.
I guess if I had to pick, I'd want to pick embodiment-integrated memory as a reconceptualization of what perception means in the face of one of its functionalities being interfacing with cognition. In other words, semantic memory, perception, and cognition all really using different functional access to an underlying embodiment-world memory/modeling data structure. Think "when tenenbaum was conceptualizing of literally a game engine kind of thing in the head" style "language of thought". I'm not being clear about it, but it's been on my mind awhile.
A close second is implementing a theoretically complete metacognition for Soar. (Think "sufficient", not "optimal".)
-
I keep thinking about how many tasks are left on our cognitive architecture research to-do list.
Opportunity cost is real.
I guess if I had to pick, I'd want to pick embodiment-integrated memory as a reconceptualization of what perception means in the face of one of its functionalities being interfacing with cognition. In other words, semantic memory, perception, and cognition all really using different functional access to an underlying embodiment-world memory/modeling data structure. Think "when tenenbaum was conceptualizing of literally a game engine kind of thing in the head" style "language of thought". I'm not being clear about it, but it's been on my mind awhile.
A close second is implementing a theoretically complete metacognition for Soar. (Think "sufficient", not "optimal".)
-
I keep thinking about how many tasks are left on our cognitive architecture research to-do list.
Opportunity cost is real.
I guess if I had to pick, I'd want to pick embodiment-integrated memory as a reconceptualization of what perception means in the face of one of its functionalities being interfacing with cognition. In other words, semantic memory, perception, and cognition all really using different functional access to an underlying embodiment-world memory/modeling data structure. Think "when tenenbaum was conceptualizing of literally a game engine kind of thing in the head" style "language of thought". I'm not being clear about it, but it's been on my mind awhile.
A close second is implementing a theoretically complete metacognition for Soar. (Think "sufficient", not "optimal".)
-
A lot of my research has essentially been:
If we add x additional knowledge to the agent about itself, that will naturally afford it y more autonomy capabilities. Ideally alongside a proof by induction style argument about lifelong learnability for that knowledge.
With the idea being that different types of knowledge you have about yourself might be more task general than explicit knowledge about the world.
The primitive and to-this-day motivating case being what was already in the system before me: knowing you don't know what to do.
-
A lot of my research has essentially been:
If we add x additional knowledge to the agent about itself, that will naturally afford it y more autonomy capabilities. Ideally alongside a proof by induction style argument about lifelong learnability for that knowledge.
With the idea being that different types of knowledge you have about yourself might be more task general than explicit knowledge about the world.
The primitive and to-this-day motivating case being what was already in the system before me: knowing you don't know what to do.
-
A lot of my research has essentially been:
If we add x additional knowledge to the agent about itself, that will naturally afford it y more autonomy capabilities. Ideally alongside a proof by induction style argument about lifelong learnability for that knowledge.
With the idea being that different types of knowledge you have about yourself might be more task general than explicit knowledge about the world.
The primitive and to-this-day motivating case being what was already in the system before me: knowing you don't know what to do.
-
A lot of my research has essentially been:
If we add x additional knowledge to the agent about itself, that will naturally afford it y more autonomy capabilities. Ideally alongside a proof by induction style argument about lifelong learnability for that knowledge.
With the idea being that different types of knowledge you have about yourself might be more task general than explicit knowledge about the world.
The primitive and to-this-day motivating case being what was already in the system before me: knowing you don't know what to do.
-
IMO, universal subgoaling in Soar as an engineering-with-respect-to-its-implementation-of-cognition solution to metacognition is underrated.
Yeah, Soar doesn't embodiment-representation-learning well yet, but c'mon.
-
IMO, universal subgoaling in Soar as an engineering-with-respect-to-its-implementation-of-cognition solution to metacognition is underrated.
Yeah, Soar doesn't embodiment-representation-learning well yet, but c'mon.
-
IMO, universal subgoaling in Soar as an engineering-with-respect-to-its-implementation-of-cognition solution to metacognition is underrated.
Yeah, Soar doesn't embodiment-representation-learning well yet, but c'mon.
-
IMO, universal subgoaling in Soar as an engineering-with-respect-to-its-implementation-of-cognition solution to metacognition is underrated.
Yeah, Soar doesn't embodiment-representation-learning well yet, but c'mon.
-
This week’s book symposium on Movements Of The Mind is now under way!
You can find all of Dr. Wayne Wu's daily posts here: https://philosophyofbrains.com/category/books/wu-movements-of-mind
Wayne (#CarnegieMellonUniversity) plans to focus on comments on each post (rather than on social media).
Thanks to #OxfordUniversityPress for continuing to partner with us on #book symposia!
#cognitiveScience #cogSci #philMind #Attention #CognitiveArchitecture #Agency #Bias #Science #PhilosophyOfScience #Neuroscience #Psychology #blog #openAccess
-
This week’s book symposium on Movements Of The Mind is now under way!
You can find all of Dr. Wayne Wu's daily posts here: https://philosophyofbrains.com/category/books/wu-movements-of-mind
Wayne (#CarnegieMellonUniversity) plans to focus on comments on each post (rather than on social media).
Thanks to #OxfordUniversityPress for continuing to partner with us on #book symposia!
#cognitiveScience #cogSci #philMind #Attention #CognitiveArchitecture #Agency #Bias #Science #PhilosophyOfScience #Neuroscience #Psychology #blog #openAccess
-
This week’s book symposium on Movements Of The Mind is now under way!
You can find all of Dr. Wayne Wu's daily posts here: https://philosophyofbrains.com/category/books/wu-movements-of-mind
Wayne (#CarnegieMellonUniversity) plans to focus on comments on each post (rather than on social media).
Thanks to #OxfordUniversityPress for continuing to partner with us on #book symposia!
#cognitiveScience #cogSci #philMind #Attention #CognitiveArchitecture #Agency #Bias #Science #PhilosophyOfScience #Neuroscience #Psychology #blog #openAccess
-
This week’s book symposium on Movements Of The Mind is now under way!
You can find all of Dr. Wayne Wu's daily posts here: https://philosophyofbrains.com/category/books/wu-movements-of-mind
Wayne (#CarnegieMellonUniversity) plans to focus on comments on each post (rather than on social media).
Thanks to #OxfordUniversityPress for continuing to partner with us on #book symposia!
#cognitiveScience #cogSci #philMind #Attention #CognitiveArchitecture #Agency #Bias #Science #PhilosophyOfScience #Neuroscience #Psychology #blog #openAccess
-
Along with the gactar 0.13.0 release yesterday, I released v0.4.0 of the VS Code extension for it.
This extension provides syntax highlighting, snippets to quickly create an amod file or add productions, and allows you to run gactar directly through VS Code.
https://marketplace.visualstudio.com/items?itemName=asmaloney.gactar
#VSCode #VSCodeExtension #CogSci #CognitiveScience #CognitiveArchitecture #CognitiveModelling #ACTR #OpenSource #Symbolic #SymbolicAI #gactar
-
Along with the gactar 0.13.0 release yesterday, I released v0.4.0 of the VS Code extension for it.
This extension provides syntax highlighting, snippets to quickly create an amod file or add productions, and allows you to run gactar directly through VS Code.
https://marketplace.visualstudio.com/items?itemName=asmaloney.gactar
#VSCode #VSCodeExtension #CogSci #CognitiveScience #CognitiveArchitecture #CognitiveModelling #ACTR #OpenSource #Symbolic #SymbolicAI #gactar
-
Along with the gactar 0.13.0 release yesterday, I released v0.4.0 of the VS Code extension for it.
This extension provides syntax highlighting, snippets to quickly create an amod file or add productions, and allows you to run gactar directly through VS Code.
https://marketplace.visualstudio.com/items?itemName=asmaloney.gactar
#VSCode #VSCodeExtension #CogSci #CognitiveScience #CognitiveArchitecture #CognitiveModelling #ACTR #OpenSource #Symbolic #SymbolicAI #gactar
-
Along with the gactar 0.13.0 release yesterday, I released v0.4.0 of the VS Code extension for it.
This extension provides syntax highlighting, snippets to quickly create an amod file or add productions, and allows you to run gactar directly through VS Code.
https://marketplace.visualstudio.com/items?itemName=asmaloney.gactar
#VSCode #VSCodeExtension #CogSci #CognitiveScience #CognitiveArchitecture #CognitiveModelling #ACTR #OpenSource #Symbolic #SymbolicAI #gactar
-
🧠 I released v0.13 of my gactar tool for creating & running basic ACT-R models on multiple implementations using a single declarative file format.
ACT-R (Adaptive Control of Thought — Rational) is both a theory of cognition and an implementation of that theory in software.
https://github.com/asmaloney/gactar/releases/tag/v0.13.0
#CogSci #CognitiveScience #CognitiveArchitecture #CognitiveModelling #ACTR #OpenSource #GoLang #Symbolic #SymbolicAI
-
🧠 I released v0.13 of my gactar tool for creating & running basic ACT-R models on multiple implementations using a single declarative file format.
ACT-R (Adaptive Control of Thought — Rational) is both a theory of cognition and an implementation of that theory in software.
https://github.com/asmaloney/gactar/releases/tag/v0.13.0
#CogSci #CognitiveScience #CognitiveArchitecture #CognitiveModelling #ACTR #OpenSource #GoLang #Symbolic #SymbolicAI
-
🧠 I released v0.13 of my gactar tool for creating & running basic ACT-R models on multiple implementations using a single declarative file format.
ACT-R (Adaptive Control of Thought — Rational) is both a theory of cognition and an implementation of that theory in software.
https://github.com/asmaloney/gactar/releases/tag/v0.13.0
#CogSci #CognitiveScience #CognitiveArchitecture #CognitiveModelling #ACTR #OpenSource #GoLang #Symbolic #SymbolicAI