Interactive demo
Weekly curation
We do not pretend every paper is revolutionary. Here is a transparent slice of this week: top selections versus near-misses and why they did not make the shortlist.
Selected (sample)
- 87
- 75The Llama 3 Herd of Models
#2 · ai
- 82DeepSeek-V3 Technical Report
#3 · ai
- 73
- 76
- 74
- 79
- 80High-Temperature Superconductivity in Nickelate Heterostructures at Ambient Pressure
#8 · materials, energy
Near misses
- 51
A Survey of Mixture-of-Experts Architectures in 2025
Survey / secondary literature — strong field heat but low novelty for disruptive shortlist.
- 48
Incremental Gains in Vision Transformer Pretraining Data Curation
Incremental ablation study; impact potential below weekly threshold.
- 48
Benchmarking Open Source Speech Models on Multilingual Code-Switching
Benchmark/infrastructure contribution without new model capability.
- 1Discover — arXiv queries per hot topic
- 2Score — five-factor disruptiveness model
- 3Select — top ~20 + near-miss transparency
- 4Explain — fixed article skeleton for humans
- 5Serve — free HTML + x402 JSON for agents