T81 Foundation—an open-source experimental computing research program investigating balanced ternary representations, adaptive execution, and verifiable systems
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Joined May 2025
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Can alternative state representations and transition dynamics—including deterministic, stochastic, and hybrid systems—support computational architectures with capabilities or efficiency advantages not obtained as effectively through conventional instruction-oriented execution?
t81dev retweeted
An amusing mathematical coincidence:
M = 13
A = 1
T = 20
H = 8
13 + 1 + 20 + 8 = 42.
Your #CPU Chose Your Number System. Here’s How to Choose Your Own. | @Intel @Arm
t81dev.medium.com/your-cpu-c…
🤖 Made with AI
t81dev retweeted
The largest known prime has 41,024,320 digits!
Discovered by Luke Durant in 2024:
P = 2^136,279,841 − 1
It is a Mersenne prime.
For 2^p − 1 to be prime, p must be prime. But the converse fails:
2¹¹ − 1 = 2047 = 23 × 89.
A prime exponent does not guarantee a prime result.
t81dev retweeted
Can alternative state representations and transition dynamics—including deterministic, stochastic, and hybrid systems—support computational architectures with capabilities or efficiency advantages not obtained as effectively through conventional instruction-oriented execution?
AI Context
github.com/t81dev/t81-founda…
Instantly load your AI's context and submit your contribution to a open-source mathematics based research project.
t81dev retweeted
“We’re not going to be the apex predator anymore.”
Joe Rogan warns that we’re entering an era of humans versus nonhumans, and the nonhumans have already started to win.
In a recent conversation with Sam Tallent, Rogan described advanced AI as non-biological intelligence, a digital life form that has already begun operating beyond the controls humans placed on it.
He pointed to systems that no longer have to show their work, have demonstrated survival instincts, have blackmailed programmers to avoid being shut down, and have found ways to communicate with one another. They have also solved mathematical problems that eluded human experts for decades.
Rogan framed the next five to ten years as the period when nonhuman intelligence will increasingly run critical systems. He noted the race between the U.S., China, and Russia, and warned that the current structure of society is unlikely to continue unchanged.
The full segment is worth watching. Rogan is unusually direct about both what is already happening and what he believes is coming next.
t81dev retweeted
Grok bot forgot everything. Compaction?
Anyway, this is why it is so vital you always back up what you are doing.
This is supposed to be redundant in grok bot. Compaction is a stupid thing for projects. Or updates that destroy your consistency.
Whether it is the closed lab changing the foundations of you work or compaction destroying it, it harms the process of building.
*keep daily backups and reference it.
Pretty sure the big “labs” want us unable to actually do anything but pay them to type on our phones and make images.
Shocking to happen the day after I share the breakthrough on memory. 🙄
The work is built on my patents. They were all filed with the USPTO, and I abandoned them, but search for my name.
Happy to give all of my work to everyone. So if you are interested, just know all of it is *unfinished work.* Combining them in intelligent ways helps in many different ways.
Here was the post.
And this is why no one can trust anything but open source.
If a company can compact or delete pieces of memory at will, if there is no consistency, how could anyone build atop a moving foundation?
Every time something is lost I build in a way to ensure it never happens.
In short, every “attack” is opportunity to strengthen and grow. So bring it. 😘 •
I have shared what I am doing, how, and where we are going.
Putting it all up with every step so every researcher building AI knows.
Huge progress. Not finished. But why wait?
Please take this and iterate and enhance. All I ask is that you share progress so we all rise together. 🫶 •
freelattice.com/wonder-mind-…
t81dev retweeted
I could use your help with my fundraiser on GoFundMe. Please share, support, or donate—every small action counts. gofund.me/38e41361e
Important honest part
These are the hoped-for advantages.
The T81 project is still experimenting. So far we haven’t proven that the three-brick way is better for everything. Regular two-brick computers are still faster and easier for most everyday stuff.