Which AI stories has SIREN scored in this window? · What has SIREN scored under Capability? · What has SIREN scored as Papers? ·
AgentProofBench: Benchmarking Reusable Verifiers for Web Agents
42.2/100 SIREN scoreRead the full story →
Reusable Web-agent verification requires a rule to follow changing requirements and support subsequent execution. We introduce AgentProofBench, which connects paired tests of a frozen acceptance rule…
Source: What has SIREN scored via Hugging Face Daily Papers? · original · first seen by this index at
Publisher: What has SIREN scored from huggingface.co?. A publisher link means the original URL host cleared the outlet gate (≥5 scored stories in this window).
Topics: What has SIREN scored about Browser agents?, What has SIREN scored about AI verifiers?. 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 | 20.0 |
| recency | 18.3 |
| engagement | 3.9 |
| corroboration | 0.0 |
| entities | 0.0 |
| severity | 0.0 |
| coverage | 0.0 |
| Total | 42.2 |
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?
- ollama/ollama v0.40.12 43.2
- Qwen-Image-PE: Learning Visual Design for Text-to-Image Prompt Enhancement 53.8
- Trajectory2Gym: Decision-Grounded Compositional Interaction Synthesis for Tool-Use Agents 52.3
- StreamVibe: Proactive Video Agents for Evolving User Intent 51.8
- WorldCast: World-Consistent Character Video Generation with Large-Angle Camera Control 51.4
What questions do people actually ask?
What is the score on this story?
Scored 42.2 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.