A DESI DR1 Search for Directional Gradients in Galaxy Population and High-Redshift Quasar Observables
What if slime mold networks could help a CNN see? Bio-inspired spatial priors for image classification — honest null result on CIFAR-10.
Reproducible case study of pitfalls in contrastive SAE discovery and steering for "consciousness" features (GemmaScope SAEs, Gemma 3 4B/12B): reconstruction confound, delta-steering fix, matched controls, and false-positive scaling law vs dataset size.
Supplementary materials for What a Null Result Taught Us About AI Agent Evaluation
Explore limitations of contrastive SAE steering in identifying causal consciousness features and introduce delta-steering to improve experiment validity.
Alpha Asymmetry in Foreign Exchange Markets: An Investigation of Exploitability — a null result paper | DAI-2605 | Dissensus AI Working Paper
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