Which AI stories has SIREN scored in this window? · What has SIREN scored under Capability? · What has SIREN scored as Papers? ·
Incremental Open-Ended Deep Research with Structured Harness
Existing Open-Ended Deep Research (OEDR) systems primarily generate reports from scratch, making them inefficient for scenarios where research reports need to be continuously maintained as new…
Source: What has SIREN scored via arXiv cs.AI / cs.LG / cs.CL (newest)? · original · first seen by this index at
Publisher: What has SIREN scored from arxiv.org?. A publisher link means the original URL host cleared the outlet gate (≥5 scored stories in this window).
Topics: What has SIREN scored about Deep research?. 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 |
|---|---|
| source weight | 16.3 |
| corroboration | 12.5 |
| recency | 11.2 |
| engagement | 2.5 |
| entities | 0.0 |
| severity | 0.0 |
| coverage | 0.0 |
| Total | 42.5 |
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
2 sources carried this. First: arxiv-newest at 2026-10-08 09:24:56 UTC.
No independent lead. hf-daily-papers derives from arxiv-newest, so the gap between them measures pipeline latency, not whether anybody was first.
Derived carriers (excluded from any lead claim): hf-daily-papers.
Which related stories are in this window?
- openai/openai-agents-python v0.24.0 41.4
- More Than Three Quarters of Small Business Owners Say AI Makes Them More Productive, But Most Need More Guidance 33.9
- Any Time, Any Space: A World-State-Centric Framework for Agentic Video Generation 52.9
- LatentLoop: Scaling Looped MoE Models with Asymmetric Compute Allocation 51.0
- Seeing, Maintaining, and Learning: The Evolution of Multimodal Agent Memory 50.1
What questions do people actually ask?
What is the score on this story?
Scored 42.5 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?
2 sources carried this. Independent carriers count toward any lead claim; derived carriers are labelled mechanical and excluded.
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.