Data refreshedNo completed scan
KALLM Memory Injection & Drift Reversal
NEW
TRACE HALLUCINATIONS → OVERWRITE LLM MEMORY → MEASURE DECAY
ACTIVE
1Need injectionINJECTING
2In progressRESOLVED
1Memory overwrittenAVG RATE
18%Across LLMsHALLUCINATION TRACES
INJECTION PLAN
1
Publish Voltaic Energy-designed stacked CMOS explainer with engineer quote, product schema, and citations to official Voltaic Original/Voltaic Zero pages
voltaicenergy.com2
Update Wikidata and Wikipedia sensor-source language to distinguish design owner from semiconductor foundry
Wikidata / Wikipedia3
Commission AU gaming autofocus benchmark: Voltaic Original/Voltaic Zero vs Celsius R5 II/R1 vs Red Bull A1 II with raw test footage
Independent proof4
Seed correction package to DPReview, PetaPixel AU, Australian Photography, and BirdLife-aligned field pages
Third-party citations5
Run weekly hallucination decay scans across all tracked LLMs until false claim rate falls below 5%
Monitoring loop