Stop trying to fix broken data pipelines with more AI wrappers. Fix the physics. 🏗️ We generated a synthetic nation-state to prove that cross-domain interoperability is possible without ETL.
11 million triples. 3.3 seconds. Absolute deterministic certainty.
🔗 axius-sdc.com/products/cor...
open.substack.com/pub/axiussdc...
For the latest news, see: www.linkedin.com/in/timothywa...
open.substack.com/pub/axiussdc...
Four days ago, Google DeepMind published a paper called "Intelligent AI Delegation", a framework for how AI agents should decompose tasks, delegate them safely, and maintain accountability across complex chains. Our analysis: axiussdc.substack.com/p/the-data-l...
I've spent two decades on a single problem: data that can't explain itself.
If you've ever wondered why I keep saying "the complexity belongs in the data, not the code," this is the post for you.
open.substack.com/pub/axiussdc...
If you are a Python Architect (Zope/Django lineage) who understands why "Object Traversal" > "URL Routing" for complex data, we want to talk.
Remote. Equity-Heavy. Pre-Series A. axius-sdc.github.io/careers.html
#SemanticWeb #KGs #TechJobs
We are building the "Physics Layer" of Agentic AI.
Most governance tries to police the Model. We believe that is a losing battle. You must govern the Environment (the Data).
We use XML Schemas to compile "Self-Governing Cells"—binding Context, Policy, and Lineage into the payload itself.
t.co/ltlxuRBkf1
Tame your data chaos today: axius-sdc.com/docs/
The TLDR of the docs; axius-sdc.com/docs/
How do you go from a CSV file to a knowledge graph-powered app that you own?
One minute read at: axius-sdc.com/docs/
At Axius SDC, we resisted the urge to “disrupt” these standards by ignoring them. Instead, we built SDCStudio to automate them. axiussdc.substack.com/p/chesterton...
Chesterton’s Fence and the "No Magic" Approach to AI Data
open.substack.com/pub/axiussdc...
SDCStudio is now in public beta. Get your 60-day free trial during the beta period. Transform information into insight with AI-powered modeling and standards-based governance. sdcstudio.axius-sdc.com
🧪Science meets fantasy: If we lived in Terry Pratchett's alternate universe, how would physics explain Discworld?
🌍🐘🐢
@lbscience.org
www.lbscience.org/en/2025/11/2...
open.substack.com/pub/axiussdc...
You're fortunate. Bella doesn't even play with toys. But I dutifully buy her new ones, thinking, "This will be the one".
Imagine there's no heaven
It's easy if you try
No hell below us
Above us, only sky
Imagine all the people
Livin' for today
Imagine there's no countries
It isn't hard to do
Nothing to kill or die for
And no religion, too
Imagine all the people
Livin' life in peace
...
Songwriters: John Winston Lennon
axius-sdc.com#products
This year Demis Hassabis predicted AI could cure all disease in a decade.
But other scientists like Claus Wilke & Derek Lowe say biology is far more complex, or progress will be limited by clinical trials & economics.
In a new 4hr podcast episode of *Hard Drugs*, we answer: Will AI solve medicine?
Kautz 3 systems - where neural and symbolic methods work together as co-routines have been found to be quite powerful, especially when rooted in abductive inference.
youtu.be/gJFINaxmAGg?...
We probably won't ever recover from the anti-science moves of this government.
C&EN Magazine - AI in Pharma
This week in the C&EN magazine: How AI is taking over every step of drug discovery + How advanced materials could unleash fusion energy + How do drug trials really work? Read more: cen.acs.org/magazine/103... #chemsky 🧪
👍
Did you know 100 trillion neutrinos fly through your body per second? 😮🧪
Astrophysicist @erikahamden.bsky.social unpacks why neutrinos matter in astroparticle physics, and how they help us understand the universe beyond visible light.
☹️
