Which AI stories has SIREN scored in this window? · What has SIREN scored under Attention? · What has SIREN scored as Forums? ·
Couldn't reproduce a published paper's numbers with its own code and settings. How do I present this? [R]
30.5/100 SIREN scoreRead the full story →
I'm writing a machine learning paper. One of my baselines is a published method. I reran it with the authors' released code and the exact hyperparameters listed in their paper. On most benchmarks my…
Source: What has SIREN scored via Reddit r/MachineLearning? · original · first seen by this index at
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 Machine learning?. 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 | 19.2 |
| source weight | 11.3 |
| corroboration | 0.0 |
| entities | 0.0 |
| engagement | 0.0 |
| severity | 0.0 |
| coverage | 0.0 |
| Total | 30.5 |
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
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?
- Pentagon’s AI Reliance Turns Bad Data Into Strategic Danger 38.8
- Salesforce to acquire Cresta in AI voice agent deal 36.8
- Humanoid AI connects walking and object handling without demonstrations of complete task sequences 33.8
- Daily Digest: New Anthropic financials surface, state lieutenant governor sells S.F. home for $17.2 million 36.7
- AI rules shaped by top developers may limit com... 33.7
What questions do people actually ask?
What is the score on this story?
Scored 30.5 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?
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.