UTC09:46ZNowSIREN 361.5/100Delta+0.1upsince 09:02ZObservedSources18/18reportingStatusOPERATIONAL

Which AI stories has SIREN scored in this window? · What has SIREN scored under Attention? · What has SIREN scored as Forums? ·

Hydrogen-1.0: open-weight scientific model beats GPT-6 Astra on FSR with 72% lower estimated output cost [P]

36.8/100 SIREN scoreRead the full story →

Hey everyone— we’re the Deep Principle team behind Mira AI Scientist. We just released Hydrogen-1.0 , an open-weight model post-trained from GLM-5.3 for chemistry, materials science, and life…

— excerpt from reddit-machinelearning; the full story and its rights belong to them.

Source: What has SIREN scored via Reddit r/MachineLearning? · original · first seen by this index at

Names in this headline: What has SIREN scored about GLM?, 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 Open weights?, What has SIREN scored about Fine-tuning?, What has SIREN scored about GPT-6?, What has SIREN scored about GPT-6 Astra?. 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?

How this item scored 36.8 of 100
ComponentPoints
recency 19.5
source weight 11.3
entities 6.0
corroboration 0.0
engagement 0.0
severity 0.0
coverage 0.0
Total36.8

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?

What questions do people actually ask?

What is the score on this story?

Scored 36.8 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.

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