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Agentic Backdoors via Pretraining Poisoning

https://arxiv.org/abs/2610.37741
27•gmays•53m ago

Comments

geuis•25m ago
I've been thinking about this for about a year. In my head I've called it "context bombs", though that may not be super accurate.

Think back to the movie The Manchurian Candidate. Produce highly capable LLM models then give them away for free. Train them with key phrases/codes etc to perform nefarious actions later when those codes are present in some piece of ingested context.

There were a couple of papers written on the topic in 2018 (I think, I'll need to find them again) and there's been surprisingly little more work done on the topic since. At least from what I've seen.

I really love the use of local models over subscription services but personally I would never recommend using open weights models from certain sources in a commercial environment.

sowhat1•10m ago
If you were a malicious actor do you really think this method is going to offer the greatest return on investment?
geuis•7m ago
Sew a million seeds, see what grows.
gostsamo•12m ago
few places up on front page is a post regarding big model improving a smaller one. Lo and behold, next year big models will search for backdoors in smaller models who will be used to get the bigger models out of work.

Overriding Heading Levels with the Headingoffset HTML Attribute

https://blog.master.dev/overriding-heading-levels-with-the-headingoffset-html-attribute/
1•ibobev•24s ago•0 comments

PageScribe: Handwriting and offline dictionary audio for KOReader

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Ask HN: Is anyone going to use AI only to file their taxes?

1•johsole•9m ago•2 comments

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2•fortran77•10m ago•0 comments

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2•wronglebowski•12m ago•0 comments

Anthropic's growth slowed and costs jumped in the third quarter

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2•ersinesen•13m ago•1 comments

My Me-ware (so far)

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2•Powdering7082•18m ago•0 comments

Reading Anthropic's S-1

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4•gmays•20m ago•0 comments

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1•mooreds•21m ago•0 comments

Crew from NASA's simulated Mars mission emerges after 378 days in isolation

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2•Betelbuddy•22m ago•0 comments

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Entire's Trail vs. the Pull Request

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15•smilelamp•29m ago•3 comments

Project Schachett – Reviving a controversial old German card game

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1•measurablefunc•30m ago•0 comments

New cyberattack on supermarket fridges sweeps across Europe

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4•Betelbuddy•31m ago•1 comments

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1•pier25•32m ago•1 comments

Ellf · Your virtual NLP engineer for agentic development

https://ellf.ai/
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Show HN: Mago, an open source AI video studio, runs locally with Comfy

https://github.com/MagoStudio/MagoStudio
1•AlvaroLaTo•34m ago•0 comments