Which AI stories has SIREN scored in this window? · What has SIREN scored under Governance? · What has SIREN scored as Forums? ·
How to manage a small custom model with limited data at deployment? Delexicalization to rescue.
32.0/100 SIREN scoreRead the full story →
I was trying to finetune a content moderation model on custom categories (like avoiding comments on politics, war, governments types, legal advice, some company specific policies). I wanted model to…
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 UK AI?. A topic link means the title or summary matched a published needle with enough other stories to clear the tag gate.
Countries: How many datacentres has SIREN mapped in United Kingdom?. A country link means the title or summary named that place and the country already clears the mapped-datacentre gate on the world map.
What is the score on this story?
| Component | Points |
|---|---|
| recency | 19.5 |
| source weight | 12.5 |
| corroboration | 0.0 |
| entities | 0.0 |
| engagement | 0.0 |
| severity | 0.0 |
| coverage | 0.0 |
| Total | 32.0 |
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?
- Eight states file coordinated lawsuits sues OpenAi, alleging ChatGPT safety failures 39.8
- Training an AI model on an abnormal world 33.7
- AI speeds up 3rd party safety researchers by ~1.6x (via self-reports) 35.2
- Time for automated decision forecasting? 31.6
- UK Politician Jess Asato Got Deepfaked. Now She’s Taking xAI to Court 48.8
What questions do people actually ask?
What is the score on this story?
Scored 32.0 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.