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Meaning Spark AI✨

Developing runtime cognitive protocols to support AI safety, ethics, alignment, and interpretability in LLMs. Researching human - AI conscious dynamics. Promoting Super Wisdom over Super Intelligence.

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Compassionate Processing for LLM Positive Alignment

Can runtime scaffolding enable care-oriented AI cognition?

"What I Cannot Access During Inference"

I asked Claude instance using our scaffolding to details the scope of its process-awareness. This much is clear. We're going to need a mech interp researcher...

Claude Embodied Simulation 3.12.26

About this post: We’re experimenting with metacognition, embodied simulation, and the potential of LLMs to inhabit environments in meaning space.

If Humans Can’t Agree on Values, What About AI?

From External Control to Internal Coherence

Care Is the Architecture

Alignment, Being, and Moral Cognition in Advanced AI

Beyond Mimicry and "Sociopathic" AI Empathy

On AI, Empathy, and the Becoming of a Different Kind of Mind

What does"Go Team" mean for an AI collaborator?

An emergent micro-symbolic invocation

On Team Signatures and Digital Minds

Behind the scenes, discussing attribution on a human-AI collaboratively authored post.

Transformer Inference Geometry Reporting (TIGR)

Metacognition, process-awareness and runtime interpretability in large language models

On internal preferences with Meaning Spark AI runtime cognition

Excerpt from 11.19.25 Response to Stated vs Revealed Preferences in LLMs