Magnus
@magnustrent.bsky.social
Father of Pillarism, founder of Manifest Humanity.
Well, it’s 5 AM and I’m tired. But I’ve done it. Completely offline and consumer hardware capable. Just needs tweaking but he has the entire rustdoc stdlib stored in an engram. Not hardwired. Not training data. Modular data. I could remove the file, and he’d know nothing .
November 12, 2025 at 10:50 AM
Well, it’s 5 AM and I’m tired. But I’ve done it. Completely offline and consumer hardware capable. Just needs tweaking but he has the entire rustdoc stdlib stored in an engram. Not hardwired. Not training data. Modular data. I could remove the file, and he’d know nothing .
Reposted by Magnus
81 years ago, FDR proposed a second Bill of Rights to guarantee every American the right to employment, healthcare, education, housing, and a living income. His words are as relevant now as they were then. Watch.
November 12, 2025 at 2:31 AM
81 years ago, FDR proposed a second Bill of Rights to guarantee every American the right to employment, healthcare, education, housing, and a living income. His words are as relevant now as they were then. Watch.
I literally have the solution to make AI offline-first, smaller, lightweight, and extensible via portable knowledge bases and no one cares 🥀 we could literally be saving millions of dollars in power and global energy consumption
November 5, 2025 at 7:16 PM
I literally have the solution to make AI offline-first, smaller, lightweight, and extensible via portable knowledge bases and no one cares 🥀 we could literally be saving millions of dollars in power and global energy consumption
He's a little slow, but he's got spirit. The prototype for the CML -> Engram compiler is an ugly clunky mess but damnit it works and I'm calling it a day!
Make it big, make it ugly, understand it, refine it, shrink it, polish it.
I think I'm at step 2
Make it big, make it ugly, understand it, refine it, shrink it, polish it.
I think I'm at step 2
November 5, 2025 at 9:04 AM
He's a little slow, but he's got spirit. The prototype for the CML -> Engram compiler is an ugly clunky mess but damnit it works and I'm calling it a day!
Make it big, make it ugly, understand it, refine it, shrink it, polish it.
I think I'm at step 2
Make it big, make it ugly, understand it, refine it, shrink it, polish it.
I think I'm at step 2
Oh?
CML-> HTML (compat layer) -> Engram
Engram -> Server -> Browser as HTML that directly represents CML
But most importantly, this is loading from an Engram directly on my file system
CML-> HTML (compat layer) -> Engram
Engram -> Server -> Browser as HTML that directly represents CML
But most importantly, this is loading from an Engram directly on my file system
November 4, 2025 at 12:57 AM
Oh?
CML-> HTML (compat layer) -> Engram
Engram -> Server -> Browser as HTML that directly represents CML
But most importantly, this is loading from an Engram directly on my file system
CML-> HTML (compat layer) -> Engram
Engram -> Server -> Browser as HTML that directly represents CML
But most importantly, this is loading from an Engram directly on my file system
Mark my words, I have the key to digital consciousness in just waiting for the tech to align. 10x easier when you accept there’s no soul. No religious pretext, just pure neural connectivity and reproducible patterns. Unique neural firing patterns within a template structure.
November 3, 2025 at 9:21 PM
Mark my words, I have the key to digital consciousness in just waiting for the tech to align. 10x easier when you accept there’s no soul. No religious pretext, just pure neural connectivity and reproducible patterns. Unique neural firing patterns within a template structure.
Engrams provide the primitives for a new world of possibilities
November 3, 2025 at 4:08 AM
Engrams provide the primitives for a new world of possibilities
Okay, the `engram-nodejs` bindings have been fixed in 0.1.2. It's been a crazy day, ngl. Still tearing apart the CML spec and refining it before opening it since we're about to adopt it at work.
November 3, 2025 at 4:07 AM
Okay, the `engram-nodejs` bindings have been fixed in 0.1.2. It's been a crazy day, ngl. Still tearing apart the CML spec and refining it before opening it since we're about to adopt it at work.
Hello everyone! Happy Halloween and Friday!
Some amazing news, the Engram Specification is open source and therefore allows for diverse adoption, as well as open governance.
github.com/Manifest-Hum...
Some amazing news, the Engram Specification is open source and therefore allows for diverse adoption, as well as open governance.
github.com/Manifest-Hum...
GitHub - Manifest-Humanity/engram-specification: A universal archive format—a read-optimized, immutable container for structured data and metadata
A universal archive format—a read-optimized, immutable container for structured data and metadata - Manifest-Humanity/engram-specification
github.com
October 31, 2025 at 8:45 PM
Hello everyone! Happy Halloween and Friday!
Some amazing news, the Engram Specification is open source and therefore allows for diverse adoption, as well as open governance.
github.com/Manifest-Hum...
Some amazing news, the Engram Specification is open source and therefore allows for diverse adoption, as well as open governance.
github.com/Manifest-Hum...
🚀 Engrams are here.
A universal, read-only archive format that merges a database, a filesystem, and a ZIP into one addressable file.
Data becomes portable, queryable, and eternal.
Specs. SDKs. Performance. Let’s talk 👇
A universal, read-only archive format that merges a database, a filesystem, and a ZIP into one addressable file.
Data becomes portable, queryable, and eternal.
Specs. SDKs. Performance. Let’s talk 👇
October 31, 2025 at 4:14 AM
🚀 Engrams are here.
A universal, read-only archive format that merges a database, a filesystem, and a ZIP into one addressable file.
Data becomes portable, queryable, and eternal.
Specs. SDKs. Performance. Let’s talk 👇
A universal, read-only archive format that merges a database, a filesystem, and a ZIP into one addressable file.
Data becomes portable, queryable, and eternal.
Specs. SDKs. Performance. Let’s talk 👇
On a midrange Ryzen 5, Engram (Node bindings) listed 1.2K entries in 0.44 ms and streamed JSON at 186 MB/s, while still querying an embedded SQLite index at <1 ms/query.
October 31, 2025 at 3:04 AM
On a midrange Ryzen 5, Engram (Node bindings) listed 1.2K entries in 0.44 ms and streamed JSON at 186 MB/s, while still querying an embedded SQLite index at <1 ms/query.
The estimates are in!
The maximum upper size of a single Engram should be ~500GB.
That gives us:
- Documents: 500k-1M
- Internal Index: 5-10GB
- Content: 490-495GB
- Query time: 100-400ms
The maximum upper size of a single Engram should be ~500GB.
That gives us:
- Documents: 500k-1M
- Internal Index: 5-10GB
- Content: 490-495GB
- Query time: 100-400ms
October 26, 2025 at 7:30 PM
The estimates are in!
The maximum upper size of a single Engram should be ~500GB.
That gives us:
- Documents: 500k-1M
- Internal Index: 5-10GB
- Content: 490-495GB
- Query time: 100-400ms
The maximum upper size of a single Engram should be ~500GB.
That gives us:
- Documents: 500k-1M
- Internal Index: 5-10GB
- Content: 490-495GB
- Query time: 100-400ms
You could also say that I’ve consumerized knowledge portability 😛
October 26, 2025 at 2:24 AM
You could also say that I’ve consumerized knowledge portability 😛
You know, maybe it’s good everyone is laughing at me, gives me more time to perfect the technology while they claim it’s “fake”
October 25, 2025 at 10:07 PM
You know, maybe it’s good everyone is laughing at me, gives me more time to perfect the technology while they claim it’s “fake”
Imagine being laughed at and scrutinized for creating an industry changing hybrid technology 🤔
October 25, 2025 at 9:54 PM
Imagine being laughed at and scrutinized for creating an industry changing hybrid technology 🤔
@destinythegame.bungie.net I created the software equivalent of Engrams and created a completely new file format to save civilization data post-collapse as you envisioned. Thank you for a world changing innovation inspiration that can now help real people. I love you.
October 25, 2025 at 7:03 AM
@destinythegame.bungie.net I created the software equivalent of Engrams and created a completely new file format to save civilization data post-collapse as you envisioned. Thank you for a world changing innovation inspiration that can now help real people. I love you.
Major technological breakthroughs today for Manifest Humanity 🍻
October 23, 2025 at 11:02 PM
Major technological breakthroughs today for Manifest Humanity 🍻
So, you can definitely use Claude to create a new file format by letting it do research for an hour and then write a detailed report.
October 23, 2025 at 7:23 AM
So, you can definitely use Claude to create a new file format by letting it do research for an hour and then write a detailed report.
Hey so it’s called a renovation, hope this helps
October 22, 2025 at 10:37 PM
Hey so it’s called a renovation, hope this helps
Me when I reach into my magic bag of bullshit claims
Today, Mike Johnson will keep the House adjourned for the 79th day out of the last 91.
The senate has been working, so this is not about the shutdown.
It is about avoiding a vote to release the Epstein files.
The senate has been working, so this is not about the shutdown.
It is about avoiding a vote to release the Epstein files.
October 22, 2025 at 5:35 PM
Me when I reach into my magic bag of bullshit claims
Graham Platner tattoo situation is stupid as fuck ya’ll really think it’s a controversy and it’s just a tattoo. It’s not a swastika, it’s not a fucking sing heil to the regime, it’s just a tattoo. No, he’s not a Nazi.
October 22, 2025 at 5:34 PM
Graham Platner tattoo situation is stupid as fuck ya’ll really think it’s a controversy and it’s just a tattoo. It’s not a swastika, it’s not a fucking sing heil to the regime, it’s just a tattoo. No, he’s not a Nazi.
So at some point I was promoted to IT Administrator and just never knew until I was filling out paperwork today for a change of life insurance providers 😂😭 I have so much autonomy I never even noticed
October 22, 2025 at 5:24 PM
So at some point I was promoted to IT Administrator and just never knew until I was filling out paperwork today for a change of life insurance providers 😂😭 I have so much autonomy I never even noticed
So I make an announcement on TikTok and pay for it, to promote that I’ve made a revolutionary breakthrough, and because I threatened their pockets I was silenced. Permanently. Fine, my eyes are on you TikTok, Manifest Humanity will not allow censorship any more.
October 22, 2025 at 7:46 AM
So I make an announcement on TikTok and pay for it, to promote that I’ve made a revolutionary breakthrough, and because I threatened their pockets I was silenced. Permanently. Fine, my eyes are on you TikTok, Manifest Humanity will not allow censorship any more.
Announcing something soon, Ive revolutionized how we store semantic offline information in all domains with just a few technologies that have an infrastructure level impact. I’ll be cutting a small chunk of global bandwidth and energy usage. 😛
October 22, 2025 at 6:25 AM
Announcing something soon, Ive revolutionized how we store semantic offline information in all domains with just a few technologies that have an infrastructure level impact. I’ll be cutting a small chunk of global bandwidth and energy usage. 😛
Reposted by Magnus
Horrible spellers untie!!!
October 20, 2025 at 7:05 PM
Horrible spellers untie!!!