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✦ Research Constellation
14 Reports
— Negatives Published
Every result traceable, every ceiling acknowledged.
01
Research
constellation
fourteen reports · negatives published
TR-01
Ledger Replay Study
90%
→
TR-02
Image Generalization
✓
→
TR-03
Class-Incremental Limits
neg
→
TR-04
System Architecture
✓
→
TR-05
Design-Space Position
✓
→
TR-06
Verifiable Unlearning
96→19
→
TR-07
Retrieval vs Capacity
+8.6
→
TR-08
Verification Fence
F1.96
→
TR-09
Corroboration Gate
✓
→
TR-10
Provable Unlearning
✓
→
TR-11
Benchmark Evaluation
89.5%
→
TR-12
Decentralized Storage
96%
→
TR-13
Bounded Self-Improvement
✓
→
TR-14
Verified Autonomous Agent
✓
→