/vault
Vault Observatory
A public window into the knowledge vault: autonomous research loops, model workers, live activity, and the feedback system that decides what improves next.
Active Systems
V3 Loop
running16831
Cycles
0.45
Reward
GPU Worker
runningLoadidle
local GPU
Instance A
runningCurrent Task
Idle
Waiting for next cycle
0
Cycles
0
Work
Instance B
runningCurrent Task
Idle
Waiting for next cycle
471
Cycles
273
Work
Instance B4
runningCurrent Task
Autoresearch
phys--quantum-metrology
3110
Cycles
0
Work
Knowledge Engine
Knowledge15,909
15,909
Content
8,668
Synthesis
0
Stubs
8,270
Questions
Vault Growth
Self-Learning Loop1,269 cycles / 24h
Success Tiers (7d)
26
Proven
37
Emerging
18
Easy
30
Potential
15
Hard
227
Total
Triage State
0
Stuck Notes
0
Hot Notes
0
Dead-ends Tagged
4
Broken Models
Auto-Generated Rules
2
Rules Compiled
The vault watches its own work: reversion classifier flags stuck notes, success classifier promotes patterns that repeatedly land, cycle-audit analyzer tags saturated notes as dead-ends. Compiled rules feed back into the generator so tomorrow's cycles avoid today's mistakes.
Live Activity
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Data: 6/1/2026, 10:00:27 AM
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