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 Diffusion models?
Diffusion-model and image-generation architecture stories scored in the newsroom or archive. 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 Diffusion models in this window?
- Diff Diffusion: Predicting Edit Paths with Diffusion Models for Efficient Code Editing 40.5
- LightVAE: Towards Compact and Efficient Video Autoencoders 41.1
- Image Tokenizers Should Be Trained Between Images 31.4
- The Design Space of Tri-Modal Masked Diffusion Models 28.9
Which AI stories has SIREN scored in this window?
Which older scored stories are tagged Diffusion models?
Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.
- Talus: a 23M-parameter diffusion model for game terrain, evaluated against a real-vs-real noise floor, running in the browser on WebGPU [P] 19.4
- Ambient Discrete Diffusion: Using the Wrong Data at the Right Time for Data Efficient Learning 27.6
- Early Signatures of Memorization in Diffusion Models via Basin Geometry and Cyclic Denoising 27.0
- ReGain: Restoring Subject Fidelity in Personalization on Synthetic Images 32.7
- Internalizing Agent Experience into Diffusion Model Weights via On-Policy Context Distillation 39.3
- GRACE: Generation-aware latent compression for efficient video generation 46.4
- Iris-3B: Going Beyond the Latent with Pixel-Space Diffusion Training, Conversion and Fine-Tuning 39.6
- Think Before You Paint: Recursive Latent Reasoning for Diffusion Models 26.6
- ORCA: Hunting Compositional Failures in Text-to-Image Diffusion 26.8
- S2PD: Serial-to-Parallel Diffusion for Physically and Logically Consistent Video Generation 32.8
- DMAD: Distribution Matching as Adversarial Distillation for Fast Visual Generation 36.1
- Steering Diffusion Models to Rare Events with Sequential Monte Carlo 26.8
Which older AI stories has SIREN kept in the archive?
What questions do people actually ask?
What has SIREN scored about Diffusion models?
50 scored stories match this published needle on SIREN (4 in the live window, 46 older in the archive). Diffusion-model and image-generation architecture stories scored in the newsroom or archive.
Which scored stories are tagged Diffusion models in this window?
4 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 Diffusion models?
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 Diffusion models 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.