Which AI stories has SIREN scored in this window? · Which AI news tags have SIREN pages? · Which AI tags has SIREN scored stories about?
What has SIREN scored about Softmax?
Softmax sampling and attention research stories scored in the newsroom or archive — coverage counts, not a capability ranking. A tag page lists scored stories whose title or summary matched a published needle — not a probability of harm and not a ranking of the companies named.
Which scored stories are tagged Softmax in this window?
Which AI stories has SIREN scored in this window?
Which older scored stories are tagged Softmax?
Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.
- Two-Level Softmax Sampling Done Right: Correcting Bias from Size Imbalance and Dispersion 27.0
- Multilinguality in Hybrid Attention LLMs 34.4
- HLA-WM: Hybrid Linear Attention for Long-Horizon Video World Models 37.1
- How Sparse Probability Maps Shape Mixture-of-Experts Routing 27.9
- HLA-WM: Hybrid Linear Attention for Long-Horizon Video World Models 27.8
- GTR: Gated Token Recurrence for Efficient Dense Prediction 37.7
- Emergent Structure in the Marginal Attention Space of Language Models 22.2
- Pretraining Transformers with Quantized Softmax in Attention 37.9
- Approximating Softmax in Pretrained LLMs: Model Sensitivity and Kernel Acceleration 37.6
- Copy the Same, Distill the Difference: Initializing Linear Vision Transformers 28.7
- Subgroup Rank-1 Lattice for Practical High-dimensional Black-box Integral Approximation 29.8
- Softmax Reparameterization for Output-Head Quantization 35.6
Which older AI stories has SIREN kept in the archive?
What questions do people actually ask?
What has SIREN scored about Softmax?
13 scored stories match this published needle on SIREN (1 in the live window, 12 older in the archive). Softmax sampling and attention research stories scored in the newsroom or archive — coverage counts, not a capability ranking.
Which scored stories are tagged Softmax in this window?
1 scored story matched this published needle in the current window. A tag page lists headlines — not a topic doom score.
Which older scored stories are tagged Softmax?
Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.
Which other tags have scored stories?
Other published tags that clear the substance gate, each linking What has SIREN scored about that tag?
Does SIREN publish a Softmax doom score?
No. Activity tempo, not probability of harm. A tag page lists matching headlines — not a probability of harm and not a ranking of the companies named.