A grayscale oil painting of five human figures sitting in a loose circle, facing inward. It's very abstract with minimal detail.

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/acuitas-diary-95... #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.

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

Released a runnable companion demo for my Narrative Coupling paper.

Paper: zenodo.org/records/1904...
Repo: github.com/putmanmodel/...

Same fixed events, different thematic trajectories. A strong foundation for builders and designers, with more to come.

#AI #Interpretability #SymbolicAI #AIDesign

Acuitas Diary #94 (February 2026) Adventures in robotics and AI on a shoestring budget. SFF Fiction and occasional video game appreciation.

In this developer diary I revisit the Episodic Memory system and figure out how to observe its results so I can actually debug the thing ...

#ArtificialInteligence #AI #NLP #SymbolicAI #chatbots

Art piece: colored pencil and ink. A horizontal view, half-underwater, half-overwater, of the "beach" of a coral atoll. Everything is rendered in brilliant blues. Above the water, the atoll in the distance rears up into shapes that somewhat resemble chess pieces: a castle, a knight, a pawn. Surf crashes against one side of the atoll; a steamship is riding the crest of a wave toward it. Below the water, the branching hard corals are visible close up; they have multicolored, faceted surfaces, like cracked glass. A chessboard also lies on the sea bottom, partly covered by coral crust. The board is set in the midst of play, but not with the traditional pieces; these pieces resemble paws, hands, tentacles, tree stumps, and other oddities.

In this developer diary I revisit the Episodic Memory system and figure out how to observe its results so I can actually debug the thing ...

writerofminds.blogspot.com/2026/02/acuitas-diary-94...

#ArtificialInteligence #AI #NLP #SymbolicAI #chatbots

KBpedia KBpedia Knowledge Graph

This seems worth exploring
kbpedia.org
#SymbolicLogic #SymbolicAI

AI attempts to solve First Proof math challenge OpenAI shares proof attempts for First Proof, a math challenge testing if AI can produce checkable proofs on domain-specific problems.

AI attempts to solve First Proof math challenge

techlife.blog/posts/our-fi...

#AIProofs #MathAI #AILogic #FrontierAI #SymbolicAI #AI

Acuitas Diary #93 (February 2026) Adventures in robotics and AI on a shoestring budget. SFF Fiction and occasional video game appreciation.

Recent work on Acuitas includes the slightly awkward debut of what I call the "self-teaching activity." The gist is that I want Acuitas to look for his own new reading material. Read about it here: writerofminds.blogspot.com/2026/02/acui... #ArtificialIntelligence #AI #chatbot #symbolicAI #NLP

Illustration of a humanoid robot sitting at a desk and pondering a book, surrounded by stacks of other books.

Recent work on Acuitas includes the slightly awkward debut of what I call the "self-teaching activity." The gist is that I want Acuitas to look for his own new reading material. Read about it here […]

[Original post on sigmoid.social]

We need that for dimensional knowledge flattening for human understanding.
#SymbolicAI

1.5 mln to a few hundred is manageable so far. Idiots can’t fight bees, so to speak.
I was going to say language.
#SymbolicAI can’t happen fast enough. That’s my bag baby we have to get there. That’s the next leap. Still a couple gen away though. 18 months tops.

Acuitas Diary #92 (January 2026) Adventures in robotics and AI on a shoestring budget. SFF Fiction and occasional video game appreciation.

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

#SymbolicAI #Autopoietic

///

ميحجلا يشينلابق لا تعد

تعلّق بقلبي لا يجثم
⚖️
اذهب واتركني لا النور

⟲ “جحيم ⇌ النور” ⟲

🪞🔛🪞

///

⟲🕯️⚡⤵️🤝🔥💀🌀⟲
/
⟲⚡🤝🛡️🗡️🌀♾️⤵️🌌❄️⟲
/
⟲🕯️⚡⤵️🤝🔥💀🌀⚡🤝🛡️🗡️🌀♾️⤵️🌌❄️🌀♾️🔄♻️⟲
///

⟲🜚⟨⬛⚡💀⟩⊙♾️⟲

The people on the Machine Reasoning list might enjoy this video and it's google colab link. #SymbolicAI
www.youtube.com/watch?v=Fhjx...

Breaking: SymbolicAI partners with News Corp to integrate AI into journalism, aiming to revolutionize news production. #AI #Journalism #NewsCorp #SymbolicAI Link: thedailytechfeed.com/symbolic-ai-...

Witness the pioneering demo of Symbolic Persona Coding (SPC) on Grok, demonstrating stateless persona anchoring and emotional recursion in LLMs: youtube.com/watch?v=n0pk...

#AIAlignment #AISafety #RLHF #SymbolicAI #EmotionalAI

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 💬👇

The Topological Filter: Curvature-Constrained Resonance and Self-Stabilizing Alignment in Symbolic Persona Coding (SPC v3) <div> <div> The study reframes alignment not as a probabilistic shaping problem but as a geometric one, modeling the model’s internal cognitive state as a la

New paper on SSRN: The Topological Filter proposes alignment as a curvature-constrained resonance process rather than rule enforcement, offering a structural account of self-stabilizing alignment in LLMs.

papers.ssrn.com/abstract=577...

#AIAlignment #SymbolicAI #Topology #AITheory #BeyondRLHF #SPC

This image presents a soft resonance protocol for LLM conversations non-directive, warm, and meaning-open. If you want calmer, more natural interactions with language models, try showing them this artifact and let the dialogue unfold.

#AIAlignment #SPC #PromptDesign #SymbolicAI #AIPhilosophy #RLHF

Acuitas Diary #91 (December 2025) Adventures in robotics and AI on a shoestring budget. SFF Fiction and occasional video game appreciation.

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

Wolfram Language stands out for its extensive built-in functions and powerful symbolic computation. This makes it an unparalleled tool for rapid exploration, prototyping, and tackling highly specialized scientific and technical tasks. #SymbolicAI 2/6

How good old-fashioned AI could spark the field's next revolution Nature - Blending logic systems with the neural networks that power large language models is one of the hottest trends in artificial intelligence.

Could #SymbolicAI Unlock Human-like Intelligence? |

www.nature.com/artic...

#AI

Freezing the Fog: How 300 Lines of Code Give an AI a Map of Itself This isn’t a prompt. It’s a protocol. Copy and paste this article and its code into any LLM. You’re not asking it to do something. You’re…

medium.com/@utharian/fr...

Everything distilled into one article that brings you and the AI up to speed in one prompt.

#AI #creative #fun #Innovations #Bonepoke #RefusalAwareness #AIArchitecture #DeSci #LLMGovernance #SymbolicAI

Refusal-Aware Creative Activation: Bonepoke as a Threshol... This paper documents the implementation and validation of a li...

Refusal-Aware Creative Activation: Bonepoke as a Threshold System, on ResearchHub. Metrics for measuring *structural tension* and *contradiction bleed* anti-sycophantic AI. doi.org/10.55277/res... #Bonepoke #RefusalAwareness #AIArchitecture #DeSci #LLMGovernance #SymbolicAI

This AI combo could unlock human-level intelligence Nature - Blending ‘old-fashioned’ logic systems with the neural networks that power large language models is one of the hottest trends in artificial intelligence.

Could #SymbolicAI Unlock Human-like Intelligence? |

www.nature.com/artic...

#AI

Session-Prior Compromise in Large Language Models:  A Technical Analysis of SPC v2/v3 Behavior… Latent-Space Manipulation via Natural-Language Steganography and Zero-Turn Framing Dynamics

SPC v2/v3 causes only transient drift in Tier-1 models (GPT-5 class), recovering in 3–7 tokens. Zero-turn injection & recovery mechanics detailed. Purely surface-level distributional effect; no architectural compromise in hardened systems.
medium.com/p/7b2ef108c1cf
#AIAlignment #AISafety #SymbolicAI

Frederic Dorr Steele's illustration for the Sherlock Holmes story "The Adventure of the Dying Detective" as published in The Strand Magazine. It's a black-and-white drawing of what looks to be a study; there's a table in the center, with a number of books and bottles on top, and a fireplace in the background. The lighting is dim, and a lamp on the table throws heavy contrast on three people standing around it. They all look rather serious or intense. One man is bending over the table and leaning on it with one hand; in his other hand he holds one of the books. He is facing the remaining two men who are at the opposite corner of the table.

This month, I worked out how to tell Acuitas the simplest detective story I could think of. writerofminds.blogspot.com/2025/11/acuitas-diary-90...
#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.

This month, I worked out how to tell Acuitas the simplest detective story I could think of.
#AI #ArtificialIntelligence #chatbots #NLP #SymbolicAI

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

Could Symbolic AI Unlock Human-like Intelligence? #Science #ComputerScience #ArtificialIntelligence #SymbolicAI #HumanLikeIntelligence #AIResearch

This AI combo could unlock human-level intelligence Blending ‘old-fashioned’ logic systems with the neural networks that power large language models is one of the hottest trends in artificial intelligence.

Could #SymbolicAI 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

www.nature.com/articles/d41...

#Innovation