Which AI stories has SIREN scored in this window? · What has SIREN scored under Governance? · What has SIREN scored as Forums? ·
Smaller NLAs and probes read eval awareness as well as full size NLAs
34.9/100 SIREN scoreRead the full story →
TLDR: We distill and train various Natural Language Autoencoders (“NLAs”) to read Qwen3.6-27b’s internal states. A 2B NLA distilled from a 27B NLA matches it on reading agentic misalignment and eval…
Source: What has SIREN scored via LessWrong? · original · first seen by this index at
Names in this headline: What has SIREN scored about Qwen?. A name is a match against the published entity list, not a claim the subject wrote the story.
Publisher: What has SIREN scored from lesswrong.com?. A publisher link means the original URL host cleared the outlet gate (≥5 scored stories in this window).
Topics: What has SIREN scored about AI agents?, What has SIREN scored about AI safety?, What has SIREN scored about Distillation?, What has SIREN scored about Autoencoders?. A topic link means the title or summary matched a published needle with enough other stories to clear the tag gate.
What is the score on this story?
| Component | Points |
|---|---|
| recency | 19.4 |
| source weight | 12.5 |
| entities | 3.0 |
| corroboration | 0.0 |
| engagement | 0.0 |
| severity | 0.0 |
| coverage | 0.0 |
| Total | 34.9 |
Every term is published and every input is public, so this number can be recomputed. It ranks the item inside the 800-item window; it is not a judgement about importance in the world.
How many sources carried this story?Corroboration
Carried by one source. That is the normal case — most items are reported once — and it is stated rather than left blank so a single-source item cannot be mistaken for a corroborated one.
Which related stories are in this window?
- xAI is buying out homeowners who promise not to sue over data center noise 43.5
- MOD appoints its first Director General Innovation 33.7
- Worried about suffering-risks because of neuron steering in Qwen 3.8 27B 37.7
- Settlement and Governance Behind the AI Frontier 33.0
- The FIA will use AWS and AI to develop the new F1 regulations 35.9
What questions do people actually ask?
What is the score on this story?
Scored 34.9 of 100. Every term is published and every input is public, so this number can be recomputed. It ranks the item inside the 800-item window — not a judgement about importance in the world and not an item doom score.
How many sources carried this story?
Carried by one source. That is the normal case — most items are reported once — and it is stated rather than left blank so a single-source item cannot be mistaken for a corroborated one.
Which related stories are in this window?
5 related stories in the same window, each with its own permanent scored page.
Does SIREN publish an item doom score?
No. Activity tempo, not probability of harm. A permanent story page carries a tempo score decomposition and corroboration set, not a probability of harm.