Which AI stories has SIREN scored in this window? · What has SIREN scored under Governance? · What has SIREN scored as Forums? ·
Opening up Attention: A QK Transcoder Dashboard for Feature Pairs
Multi Head Attention in Transformers continues to be an elusive topic in mechanistic interpretability. One way of trying to decompose MHA into interpretable parts is applying SDL (Sparse Dictionary…
Source: What has SIREN scored via LessWrong? · original · first seen by this index at
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 Interpretability?. 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 |
| corroboration | 0.0 |
| entities | 0.0 |
| engagement | 0.0 |
| severity | 0.0 |
| coverage | 0.0 |
| Total | 31.9 |
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?
- Louisiana court buys AI servers to test how tech can streamline workload 55.4
- Amazon issues refunds from a 2025 settlement, crediting "President Trump's Federal Trade Commission," the first time an FTC refund has been tied to a president (Alfred Ng/Politico) 40.1
- Reservoir Sues Suno & Anthropic in Latest Lawsuits Over AI Music: ‘Meant to Replace the Artists’ 39.2
- Deploy AI in a HIPAA-eligible environment with Amazon Quick 34.8
- The Guardian view on AI safety: the push for global regulation must advance | Editorial 34.2
What questions do people actually ask?
What is the score on this story?
Scored 31.9 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.