Which AI stories has SIREN scored in this window? · What has SIREN scored under Capability? · What has SIREN scored as Papers? ·
Trial by Trace: Benchmarking AI Agent Harnesses for Reliability and Failure Attribution
43.0/100 SIREN scoreRead the full story →
LLM agents are increasingly used to solve real-world problems, and their effectiveness depends on both the underlying models and the harnesses that support their operation. However, most existing…
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 AI agents?, What has SIREN scored about LLM agents?, What has SIREN scored about AI evaluation?, What has SIREN scored about AI reliability?. 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 | 19.1 |
| engagement | 3.9 |
| corroboration | 0.0 |
| entities | 0.0 |
| severity | 0.0 |
| coverage | 0.0 |
| Total | 43.0 |
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?
- ollama/ollama v0.40.12 44.0
- WorldCast: World-Consistent Character Video Generation with Large-Angle Camera Control 50.3
- InteractiveWorld: A Verifiable Human-Centric Environment for Building Better Interactive MLLM Assistants 44.1
- World-in-Context: Interactive Video World Modeling with In-Context Conditioning 43.0
- Steering Black-Box Large Language Model Agents with Pitfall Anticipation World Model 41.6
What questions do people actually ask?
What is the score on this story?
Scored 43.0 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.