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 Pre-training?
Pre-training research stories scored in the newsroom or archive — coverage counts, not a 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 Pre-training in this window?
- Learning Transferable World-Action Models from Task-Paired Human Videos 38.9
- Scaling Repeated-Data Pretraining: Batch Size, Regularization, and GPU-Time Tradeoffs 35.3
- ShellElastic: Scalable Elastic Pretraining with Simultaneous Maximal Updates and Hyperparameter Transfer 33.9
- Code-Switching Detection via Language-Selective Dimensions in Speech Foundation Models 28.9
- Mix, Don't Tune: Bilingual Pre-Training Outperforms Hyperparameter Search in Data-Constrained Settings 24.7
- NiCLIP: neuroimaging contrastive language-image pretraining model for predicting text from brain activation images 23.5
Which AI stories has SIREN scored in this window?
Which older scored stories are tagged Pre-training?
Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.
- Converting dense models into Mixture-of-Experts 21.2
- How compute time has shifted from pretraining to post-training over the last 2 years 19.8
- Foundations of Large Language Models 42.3
- Where to Adapt Matters: Layer-Selective Fine-Tuning for Capability Retention 27.2
- Adapting English Quality Classifiers for Multilingual LLM Pretraining Data Selection 27.5
- Conditional Transfer from Controlled Pretraining Mixtures to Code 27.7
- Cross-Domain Pretraining for Steady-State Neural CFD Surrogates 27.0
- A Deafening Silence: Catastrophic Forgetting Lives in the Output Embeddings of Tokens the Data Never Speaks 26.9
- Towards In-Parameter Memory Augmentation for Large Language Models 49.3
- Towards In-Parameter Memory Augmentation for Large Language Models 47.2
- Domain adaptation of Russian ModernBERT for long legal documents 27.3
- From Pixels, Without Pre-training: Joint Generative and Self-Supervised Representation Learning in One Model 27.9
Which older AI stories has SIREN kept in the archive?
What questions do people actually ask?
What has SIREN scored about Pre-training?
40 scored stories match this published needle on SIREN (6 in the live window, 34 older in the archive). Pre-training research stories scored in the newsroom or archive — coverage counts, not a ranking.
Which scored stories are tagged Pre-training in this window?
6 scored stories matched this published needle in the current window. A tag page lists headlines — not a topic doom score.
Which older scored stories are tagged Pre-training?
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 Pre-training 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.