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 Transformers?
Transformer-architecture research stories scored in the newsroom or archive — method coverage, not a capability forecast. 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 Transformers in this window?
Which AI stories has SIREN scored in this window?
Which older scored stories are tagged Transformers?
Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.
- One Block, Multiple Depths: Recurrent Vision Transformers with Depth-Programmed Experts 35.1
- One Block, Multiple Depths: Recurrent Vision Transformers with Depth-Programmed Experts 44.0
- ResidualQuant: KV Cache Quantization for Looped Transformers with 2-Bit Residuals 27.0
- Fully Interpretable Minimal Transformers: From Geometry to Algorithm 26.8
- EntroPrefill: Renyi-Guided Context Pruning with Conditional Stability Guarantees for Retrieval-Augmented Generation 27.1
- Looping Beyond Twice: A Scalable Recipe for Looped Mixture-of-Experts 40.5
- The Extender: A Log-Structured Transformer 38.9
- Image Classifiers are Efficient Self-Supervised Video Representation Learners 27.1
- Looped Diffusion Transformer 27.1
- VisionHOPE: Visual Backbones as Self-Modifying Learning Systems 49.1
- Copy the Same, Distill the Difference: Initializing Linear Vision Transformers 28.7
Which older AI stories has SIREN kept in the archive?
What questions do people actually ask?
What has SIREN scored about Transformers?
12 scored stories match this published needle on SIREN (1 in the live window, 11 older in the archive). Transformer-architecture research stories scored in the newsroom or archive — method coverage, not a capability forecast.
Which scored stories are tagged Transformers 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 Transformers?
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 Transformers 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.