Which AI stories has SIREN scored in this window? · What has SIREN scored under Attention? · What has SIREN scored as Forums? ·
I built an open-source unit-record memory engine based on 1959 IBM punched cards to stop 100k-token context replay choking [Short Promo + Live Web Demo] [P]
Peace, If you build long-running autonomous agents or pair-programming harnesses, you know the single biggest headache right now: **Session Amnesia.** Whenever an agent restarts or changes tasks…
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 AI agents?, What has SIREN scored about Open weights?. 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 | 19.7 |
| source weight | 11.3 |
| corroboration | 0.0 |
| entities | 0.0 |
| engagement | 0.0 |
| severity | 0.0 |
| coverage | 0.0 |
| Total | 31.0 |
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?
- Anthropic's leaked federal AI bill draws widespread criticism from AI safety advocates for being significantly weaker than the bipartisan FRONTIER Act (Shakeel Hashim/Transformer) 49.5
- Artificial intelligence 38.8
- AstraZeneca and Oracle team up on AI to find patients for drug trials 36.8
- The Physics Behind Tesla’s Flying Roadster 49.6
- HSBC reviews Palantir holding in $9bn Islamic fund 41.8
What questions do people actually ask?
What is the score on this story?
Scored 31.0 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.