Browse critiques by topic
Each topic deep-links into the homepage and applies the matching tag filter, so the existing search, sort, and arXiv links keep working.
AI
Critiques of large-language-model claims, multi-agent systems, benchmark hype, and the gap between demos and production.
Methodology
Where the experimental design, sample sizes, controls, or reporting choices undermine the headline claim.
Statistics
Critiques focused on statistical significance, effect sizes, multiple testing, and cherry-picking.
Reproducibility
Code availability, deterministic results, replication attempts, and whether reported numbers can be reproduced from the released artefacts.
Quantum Computing
Hardware assumptions, error-correction overhead, fault-tolerant claims, and whether near-term quantum advantage is real.
Biology
Translation from models to wet labs, species differences, cell-line caveats, and whether computational findings hold up in living systems.
Medical AI
Patient safety, regulatory pathways, real-world deployment, and whether promising lab results survive contact with messy clinical reality.
Alignment
Critiques on AI safety, alignment, and the gap between capabilities and the safety research that's supposed to keep up.
Privacy
Privacy-utility trade-offs, leakage, consent, and the line between "privacy preservation" and invisible content moderation.
Hype
Where claims outrun evidence — the place to start when a paper goes viral.