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 PEFT?
Parameter-efficient fine-tuning (PEFT) stories scored in the newsroom or archive — method coverage, not a quality 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 PEFT in this window?
No scored story matched this tag in the current window.
Which AI stories has SIREN scored in this window?
Which older scored stories are tagged PEFT?
Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.
- Where to Adapt Matters: Layer-Selective Fine-Tuning for Capability Retention 27.2
- Itgan at NADI 2026 shared task: Parameter-Efficient Whisper Adaptation for Robust, Mixed-Dialect and Code-Switched Arabic ASR 29.3
- MemFLoRA: Memory-Floor LoRA for CNN Adaptation at the Edge 26.8
- A Riemannian Geometry for Low-rank Adaptation 29.0
- Conditional Rank Allocation for Taxonomy-Aware Medical Language Model Adaptation 27.2
- Adaptive Utilization of Low-Rank Adaptation via Conditioned Gating 27.7
- T-Router: Learning Thalamic Routing for Reasoning with Parameter-Efficient Reinforcement Learning 29.1
- Optimizing the Phi-2 Small Language Model for Real-time Chatbot Applications Using Parameter-Efficient Fine-Tuning (PEFT) with QLoRA Quantization 27.6
Which older AI stories has SIREN kept in the archive?
What questions do people actually ask?
What has SIREN scored about PEFT?
8 scored stories match this published needle on SIREN (0 in the live window, 8 older in the archive). Parameter-efficient fine-tuning (PEFT) stories scored in the newsroom or archive — method coverage, not a quality ranking.
Which scored stories are tagged PEFT in this window?
No scored story matched this tag in the current window.
Which older scored stories are tagged PEFT?
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 PEFT 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.