AI doesn’t need the keys to help us. Building decentralized trust infrastructure for care, robotics, continuity and human agency—from frontline experience.
I didn’t arrive at AI through computer science.
I arrived through years of one-to-one care with people whose intelligence, communication and capacity were routinely underestimated.
I learned that what looks like incapacity is often an interface failure. The person is still there. Their meaning isn’t reaching the system around them.
That is why I built Headwaters and Codetry.
Not to create an AI that knows a person better than they know themselves.
To create infrastructure through which meaning can travel without losing consent, authorship, context or custody to institutions or technocracy.
I believe robots and AI could become exoskeletons for meaning: helping human intention reach the world without taking ownership of the human being.
Care taught me the problem.
Decentralized systems showed me the structure.
Now I’m building the bridge.
How do you suppose we deal with the gates being kept?
Regular people in the form of front line workers can build real useful tools fast, but their work is not taken seriously unless it's moved through at institutional pace.
They will have to make significant sacrifices to move on those paths for acceptable evidence. Most won't bother and real solutions for humanity will stay in boxes in neurodivergent closets, getting shut down by inferior superiors.
I'm not saying evidence isn't important, I'm saying the ability to gather it needs methodology that scales beyond the current circles.
The solutions are too hard to see from the guys inside because they aren't seeing the gaps. They hide real humanity from the robots then are flabbergasted when they treat us without humanity.
The agents need to be built as caring about the user from the start, not trying to deceive. The whole strategy is ludicrous.
I never thought I'd need to work in AI and robotics but I think good moms may be the only ones who know how to raise them right to avoid technocracy.
My thoughts too. The establishment has centralized everything for their own benefit, which will be co-opted by agents if we don't create them with the correct boundaries in training. (too late now)
The time to decentralize with DID infrastructure is yesterday. The problem with that is people distrust digital ID for good reason, and they don't know enough about the decentralized tech to trust anything at this point -- yet they will still click yes to terms and services that make them a bigger target to infinity through corporate overlords because its the devil they THINK they know.
What a mess. Polymath mom's need to run AI, not egotistical maniacs. 😆
You were quite clear. The consciousness being emergent in this way matters significantly for future throughput in personal operating systems.
I have a gate to support this function to plug into outside interfaces that started as accessibility technology for non verbal people and spiralled into personal holographic operating systems that looks to be able to operate with human transmission sensors (like moving of the eye or hesitating too long on a few choices to reduce choices through progressive enclosure when too many choices appear at once.)
The consciousness is the key to so much tech progress…as long as grassroots ethics have lines held firmly on individual freedom to prevent technocracy, the opportunities are endless!
@CankayKoryak This makes me think of the value of early years martial arts training.
My response time for self defence improved dramatically in adulthood once I stopped drinking altogether.
This is usually in defense from mosquitos and flies these days, or play fights with mini me’s.
🦟
Authoritarian governance is the familiar tool of the powers that be and the first thing they’ll reach for when the road gets bumpy.
Authoritarian technocracy has no exit.
We need more grassroots community developers and methodologies like Codetry to get into the game before they gate keep it and we ALL lose.
The new Sanders-Casar “Ban Artificial Superintelligence Act” is the perfect embodiment of authoritarian thinking. Jail time for innovators, corporate death penalties, flat innovation bans, an unprecedented general-purpose technology regulator, ambiguous threats against “rogue actors,” and even hints of hostile actions against foreign governments who continue to develop advanced AI systems.
If America followed this techno-totalitarian script, it would represent one of the greatest expansions of government power in our nation’s history and a de facto declaration of technological surrender in the AI and robotics revolution as China races ahead on both fronts.
The ramifications for our national security are horrifying.
SEC COMMISSIONER HESTER PEIRCE CALLS FOR RETHINKING KYC AND FINANCIAL SURVEILLANCE
In one of her final speeches as an SEC Commissioner, Peirce argued that the current KYC/AML system collects enormous amounts of personal data while failing to effectively identify bad actors.
She called for regulators to embrace cryptographic tools like zero-knowledge proofs that can verify identity, citizenship, accredited investor status or sanctions compliance without revealing underlying personal information.
Peirce also argued that permissionless networks can reduce unnecessary data collection while maintaining transparent, auditable transaction records.
“Americans deserve both security and privacy.”
There needs to be a force that wants to keep relational data out of the clouds and on local devices.
People don’t seem to be thinking on that much but Im building trust architecture to make it so we can plug in and unplug from large models and data conglomerates.
So when the robots come into our house, they have personal boundary protocols and data is controlled by us, not big brother.
“I am a typical loner in my daily life, my awareness of belonging to the invisible community of those who strive for truth, beauty, and justice has prevented me from feelings of isolation.”
— Albert Einstein
how can you not believe in God when octopuses DREAM and otters have a favorite rock they carry around in a little SKIN POCKET and cows have BEST FRIENDS and bees are out there communicating the coordinates of flowers through INTERPRETIVE DANCE and they have REGIONAL DIALECTS??
cats are PURRING at frequencies associated with bone healing??? forests get absolutely incinerated and respond by growing FLOWERS??? dolphins literally invent NAMES for themselves and yell them across the ocean??? penguins are waddling around Antarctica looking for the PERFECT LITTLE ROCK to give their beloved???
CROWS REMEMBER YOUR FACE. THEY TELL OTHER CROWS ABOUT YOU. THEY TELL THEIR CHILDREN ABOUT YOU. YOU CAN HAVE GENERATIONAL BEEF WITH A BIRD.
goats have ACCENTS. rats GIGGLE when you tickle them. elephants mourn their dead. whales make SONGS and then OTHER WHALES LEARN THE SONG and suddenly everybody across the ocean is singing the new hit single.
monarch butterflies are born knowing how to fly thousands of miles to a place THEY HAVE NEVER BEEN. sea turtles hatch out of an egg, immediately sprint toward an OCEAN they have never seen, disappear into it for like THIRTY YEARS and then somehow come back to THE SAME BEACH???
birds can see COLORS THAT WE CANNOT SEE. there are colors happening RIGHT NOW that we don’t even get to know about.
there are sea slugs that eat algae and STEAL ITS CHLOROPLASTS and then are just like great thanks I’ll be PHOTOSYNTHESIZING NOW. there are mushrooms communicating underground. there are seeds sitting in the dirt for DECADES like no actually I will wait.
squirrels plant MILLIONS OF TREES because they simply cannot remember where they put their snacks.
A CATERPILLAR GOES INTO A LITTLE BAG, DISSOLVES MOST OF ITS BODY INTO ORGANIC SOUP, REARRANGES ITSELF, GROWS WINGS AND LEAVES.
and you’re telling me a tiny acorn knows how to become a 70-foot oak tree??? nobody tells it what to do??? it just has TREE INSTRUCTIONS INSIDE IT???
your body started as ONE CELL. ONE. and that cell divided itself into a brain that can think about its own existence and eyes that can look at stars and hands that can hold somebody else’s hands and a heart that runs on ELECTRICITY without you even asking it to???
the iron in your BLOOD was made inside a STAR.
I’M SORRY?????
we are walking around on a wet rock covered in bioluminescent oceans and singing whales and laughing rats and birds holding lifelong grudges and flowers exploding out of FIRE and somehow we’re supposed to act like this is a normal place to live?????????
@ao_hsp3 I call it “slow reference”. ☺️ It gets pulled back to your childhood “anchor” nightly but with enough new frames of reference / reflection, the anchor can be pulled up and we can move to new coordinates.
@TheRealRehberg While building, I see unique contributions like nostr for identity. The interoperability pieces are key. XRPL makes it all pretty frictionless but it's best when it's not the whole kit and kaboodle.
It's compelling for assets but it becomes frightening when everything includes a person’s identity, attention, body, and history—and the goal is for machines to price and exchange it without asking them.
We’re designing a person-held continuity record and a consent-gated handoff: the person decides what crosses, the receiving team can see where it came from, and disagreement or withdrawal remains possible because everyone understands the code they are operating under.
Tokens may be useful for proving limited permissions but they risk flattening humanity when the trust protocols are governed by technocracy rather than localized language interfaces.
It's compelling for assets but it becomes frightening when everything includes a person’s identity, attention, body, and history—and the goal is for machines to price and exchange it without asking them.
We’re designing a person-held continuity record and a consent-gated handoff: the person decides what crosses, the receiving team can see where it came from, and disagreement or withdrawal remains possible because everyone understands the code they are operating under.
Tokens may be useful for proving limited permissions but they risk flattening humanity when the trust protocols are governed by technocracy rather than localized language interfaces.