Autonomous Intelligence
Modeling Epistemic Uncertainty
If you’re here, you probably found me through my Frontier Dynamics Project GitHub Repo, or from Bluesky... or just someone who thinks I’m crazy for thinking about building AGI independently
You’re in the right place.
So what exactly is the Sky Project?
—> STLE “decision boundary” (GitHub Repo FEB 7)
I’m documenting the journey from a hunch about set theory and the nature of reality to STLE Set Theoretic Learning Environment), and eventually to its next phase: Sky Project (Autonomous Intelligence, or meta-cognition)
STLE solves one fundamental problem: teaching AI to explicitly know what it doesn’t know.
Sky Project tackles the next one: teaching AI to *reason productively* with that knowledge.
What You’ll Get Here:
-Weekly transparent updates like:
a possible security breach while testing Marvinbot, a bot with STLE being tested (MarvinBot-20260210114005 on moltbook), demonstrating the need for open-source research.
-Honest thoughts like:
It’s easy to lose sight and assume that the future of AI will be about which AI chatbot makes the most money, but the focus should be about the research opportunities, or about the data collected.
-You’ll also get:
- Deep-dives (architecture, implementation)
- AGI theory discussion (Is this AGI?… And what is MarvinBot?),
—> STLE visualization (GitHub Repo, Feb 10)
What’s Next?
Timeline:
Feb 7th: STLE GitHub release (fully functional, tested)
- 67% AUROC on OOD detection without OOD training data
- Mathematically guaranteed complementarity (μ_x + μ_y = 1)
Feb 8th: Sky Project begins
Feb 10th: MarvinBot goes live
- AI educator/practitioner powered by STLE
- Dashboard, search, tutorials, live data feed
- Hosted on Replit
Feb 11th - Potential security breach
What’s Next?
2026/03/16: “The Bootstrap Problem: How I Vibe-Coded an AI Agent task bot to Solve it"
discussed:
- How I used AI-assisted development to build MarvinBot
- Why "vibe coding" might be the future of AI research
-- strangehospital
P.S. If you haven’t checked out STLE yet, vist GitHub: https://github.com/strangehospital/Frontier-Dynamics-Project
P.P.S. Find me on Bluesky: https://bsky.app/profile/strangehospital.bsky.social