Artificial life experiments demonstrate that machine learning models for extraterrestrial life detection produce near-100% false positives on out-of-distribution samples, rendering them unreliable.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Can AI Detect Life? Lessons from Artificial Life
Artificial life experiments demonstrate that machine learning models for extraterrestrial life detection produce near-100% false positives on out-of-distribution samples, rendering them unreliable.