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Humans can (almost) natively read neural network weights
35.3/100 SIREN scoreRead the full story →
Takehi et al. report that GPT-6-Astra can intuit the functions of neural networks by performing static analysis of the weights. I argue that, for at least two of these experiments, this is much more…
Source: What has SIREN scored via LessWrong? · original · first seen by this index at
Names in this headline: 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 lesswrong.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 Neural networks?, What has SIREN scored about GPT-6?. 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 | 19.8 |
| source weight | 12.5 |
| entities | 3.0 |
| corroboration | 0.0 |
| engagement | 0.0 |
| severity | 0.0 |
| coverage | 0.0 |
| Total | 35.3 |
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?
- OpenAI makes new data center commitments, AI policy recommendations 36.5
- Key AI themes: Regulatory divergence, practical perspectives and the age of agentic AI (via Passle) 33.5
- Democrats Have No Coherent Plan for AI 40.5
- "ChatGPT Assisted Murder Plot": Husband Sues OpenAI as AI Safety Lawsuits Mount in North America 39.2
- The Nasdaq 100 drops 6%, losing a record $2.3T in value, and the Philadelphia chip index plunges 12%, on concerns over the AI trade after Democrats won Congress (Natalia Kniazhevich/Bloomberg) 36.6
What questions do people actually ask?
What is the score on this story?
Scored 35.3 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.