We build tools for communities to hold, analyze, and own the intelligence in their own voices. Not sentiment. Not extraction. Giving form to how people live, think, and feel.
"Generative AI puts words in people's mouths. Asili™ listens to what they actually said and shows you the shape of their thinking."
Billions spent each year on community engagement. The voice gets collected. The intelligence gets discarded. No existing tool was built to hold what communities know — as it is, where it is, owned by the people who generated it. That is what we built.
Asili is an interpretive intelligence engine. It reads community voice across text, audio, video, and image — and returns the cognitive architecture underneath it. Not what people said. How they are thinking. Not sentiment. Structure.
"The knowledge is always there. Surfacing it is the work."
Every voice that enters Asili stays where it came from. The corpus is bounded, sovereign, and non-extractive. The analysis returns to the community that generated it — not to a research database, not to a platform, not for sale.
The framework reads the shape of how meaning is being constructed — not the content of what was said. Each dimension is a lens. Together they form a fingerprint of a voice.
The six dimensions are the reading layer. What Asili does with those readings is where the deeper capability lives.
Asili does not generate. It does not summarize. It does not replace the voice. It reads — and what it returns is a mirror, not an interpretation. The source is always kept.
Not a chatbot. Not sentiment analysis. Not keyword extraction. Not a survey tool. Not a generative AI. Asili is a reading system — built to surface the intelligence communities already carry, and return it to the people who generated it.
Four 360° documentary environments built with communities — not about them. Each space is Asili-threaded: move through the place, hear its voices, see the shape of its knowledge from the inside.
The tool that builds the environments. Multi-community co-authoring in real-time — bring in a 360° video, add Asili-threaded hotspots, layer voices, annotate with community context. Publish to the web, XR-ready from day one.
Berlin, 2006. 112 thinkers from 48 countries answered 100 questions simultaneously. ~7,000 responses. ~800 hours of footage. This corpus is what Asili™ reads against. On September 9, 2026, Our Voices Unbound becomes the next layer in the dialogue.
"The questions that survive are the ones nobody could answer yet."
"Truth is far further from our grasp than we like to imagine."
"Can we determine what is truth and fact when we can manufacture either?"
"What is happening to the soul of a person when they wish this to happen?"
Additional voices in the corpus: Susan George, Jodie Evans, Lillian Holt, and 105 others. The full archive is the historical layer Asili™ threads against current community submissions.
A global civic gathering on the 20th anniversary of the Table of Free Voices. Communities across geographies, holding a single question. Asili threads every response against the 2006 corpus — revealing what has shifted in the architecture of human thinking across two decades.
"What question do you carry for the future of the world?"
ourvoicesunbound.org →Asili™ is in active development. The methodology is proven. The productization is the next chapter. We're looking for partners who understand that the moat is the framework — and that community sovereignty isn't a constraint, it's the feature.
The methodology is proven. The productization is the next chapter. We're looking for partners who understand that community sovereignty is the feature, not a constraint.
Each piece has two readings — the full essay, and what it means specifically for inknow.ai.
The condition of being physically present but perceptually absent from shared space. A functional departure that makes strangers into scenery and need into noise.
Civic Sleep is the condition our tools are built to interrupt. When communities are in civic sleep, their intelligence does not disappear — it goes underground. It lives in practice, in story, in the people who are still paying attention. Asili™ is designed to surface that underground intelligence and return it to the community as something visible and ownable.
The six-dimensional framework reads the cognitive architecture of voices that civic sleep has made invisible to institutions. Not what people said — how they are orienting, relating, feeling, reasoning. That is the wake condition: not persuasion, not education. Infrastructure that reflects what the community already knows.
Convergent intelligence under constraint. Communities, organisms, and AI arriving at similar solutions through entirely different paths. The intelligence is already there.
Mirror Theory explains why Asili™ is not a generative AI tool. Generative AI produces content. Asili reads what is already there and reflects it back. The intelligence is in the reading, not the writing. This is the mirror move: not extraction, not synthesis — reflection.
The six dimensions we found — temporal orientation, relational stance, emotional frame, reasoning mode, value language, action energy — are not categories we imposed on communities. They are shapes we found already present across every corpus we analyzed. The constraint of community life under pressure produces these cognitive patterns. Asili makes them visible.
From Brahmagupta naming zero to the Riemann Hypothesis to a community in Parramore — the most important things we do with intelligence are not the answers we produce. They are the spaces we open.
Our Voices Unbound asks one question: what question do you carry for the future of the world? This is not a survey. It is an invitation to the same kind of space the Table of Free Voices opened in 2006 — not a prompt for answers, but a surface for reflection.
When someone submits their question, Asili embeds it and finds the nearest neighbors across the Table of Free Voices corpus — voices from 2006 that are cognitively resonant with what this person is carrying in 2026. The question becomes a bridge across twenty years. The question is the mirror — and the corpus is what it reflects against.
The spatial web is being claimed right now by Apple, Google, and Niantic. Communities are not at the table. The window to stake your claim is closing.
Every 360° environment we build with Parramore, Clarksdale, Puebla, and OVU Alchemist is a spatial anchor — a community-controlled, community-authored point of presence in the emerging spatial web. Build before the territory closes.
The 360° Studio is the tool that makes this possible at scale. Any community can bring in their footage, add Asili-threaded hotspots, layer voices, and publish a spatial environment that sits on top of their physical place. This is the practical application of the land grab argument — communities staking their claim before the platforms define their space for them.
Tell us who you are and what you're building toward. We read and respond to every message.
We've received your message and will be in touch. The work continues.