Which AI stories has SIREN scored in this window? · What has SIREN scored under Attention? · What has SIREN scored as Forums? ·
AI agents said “done” when nothing actually happened, and making them think harder didn’t help
39.3/100 SIREN scoreRead the full story →
I ran a small study on what AI agents do when a save says “success” but nothing actually changed. I used 20 airline customer service tasks from τ-bench and tested Claude Sonnet 5.5, GPT-6.1 Sol and…
Source: What has SIREN scored via Reddit r/artificial? · original · first seen by this index at
Names in this headline: What has SIREN scored about Claude?, DeepSeek, What has SIREN scored about DeepSeek-R?, What has SIREN scored about GPT?. A name is a match against the published entity list, not a claim the subject wrote the story.
Publisher: What has SIREN scored from reddit.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 China AI?, What has SIREN scored about GPT-6?. 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 | 18.5 |
| entities | 12.0 |
| source weight | 8.8 |
| corroboration | 0.0 |
| engagement | 0.0 |
| severity | 0.0 |
| coverage | 0.0 |
| Total | 39.3 |
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?
- OpenAI falls short of fundraising target amid cooling sentiment towards AI sector 36.8
- Mistral's Le Chonk is now a top open model for coding, ranking alongside Codex GPT-6.1 Terra 42.7
- Intel Drags Down CPU Rivals. Is it a Buying Opportunity for AMD and Arm? 39.7
- DeepSeek Adopted by Chinese Netizens as a "Big Fat Fish": AI Folk Personas Go Viral as Official Image Loses Narrative Control 39.7
- AI industry’s Trump alliance faces test 33.7
What questions do people actually ask?
What is the score on this story?
Scored 39.3 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.