Will there be evidence of large scale data pollution operations by the end of 2025?
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Ṁ6155
Jan 1
62%
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Considering that:


a) data pollution (large scale injection of AI generated data into the information space) and subsequent model collapse have been identified [1] as potential threats [2] for future LLM's and
b) advanced AI models will impact the geopolitical power distribution [3] and therefore be increasingly subject to geostrategic contention [4],

Do you believe that by the end of 2025, there will be evidence of large scale organized data pollution operations by state or non-state actors with the implicit or explicit goal of denigrating the performance of future LLM's taking or having taken place?

Resolution:

This market will resolve as YES if at any point before 01/01/2026 credible information will emerge that a deliberate data pollution operation by any actor (state/non-state) for any reason (geopolitical contestation, ideology, terrorism, lulz) has taken place.

Caveat: the operation must be/have been significant enough to warrant mention by a reputable news source (e.g. the NYT, WSJ, WP, BBC etc.), a government communication, a peer-reviewed scientific publication, a reputable threat intelligence service provider and/or other reputable sources not covered in this list.

I reserve the right to final judgement.

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For me the issue is whether the goal is really to cause performance degradation or rather to guide specific results injection without overall degradation.

which page

@ItsMe you can search for Nightshade which is emphasized in the paper as requiring very little sample share to have its intended negative effect.

@Panfilo Wouldn't that be the opposite, surgical rather than large scale.

@JussiVilleHeiskanen No, it's effective on a large scale with a small "dose." I don't think this market is about how efficient the pollution is, and I certainly don't think it's about only inefficient pollution, but I could be wrong!

@Panfilo "large scale organized data pollution operations" -- from description. Single site isn't that organized an operation.

@JussiVilleHeiskanen Then was there a reason you don't think the WaPo Russia story in the further back comments counts?

I presume I am missing something but I just can't seem to get it😭

Regardless of wether one believes that there is data pollution or not. This market is about the credible mention of such an operation by a reputable source. And so my question is, why are the odds so high?

opened a Ṁ2,500 YES at 51% order

@theScalper Bet more, comrade!

bought Ṁ95 YES

if there were large-scale text data pollution operations, you'd expect some metric like this to be going down or at least stagnating, not going up

@Dulaman those models are scaling up faster to overcome those obstacles.

Those things do happen, but they are kept out of the media to avoid the Streisand effect.

bought Ṁ250 YES

https://nightshade.cs.uchicago.edu/whatis.html I have seen people using this in the wild.

Is this enough to resolve yes? I'm surprised that story hasn't spread, but I haven't seen any contradicting evidence.

https://www.washingtonpost.com/technology/2025/04/17/llm-poisoning-grooming-chatbots-russia/

@SqrtMinusOne interesting. Gonna review at market close.

@SqrtMinusOne Hey, they’ve been using that for ages: feeding people disinformation in every possible way to fuel division (right–left lies, “democracy” lies, and so on).

They spend billions every year on bot farms, whole armies of bot-feeders, buying freelancers in India and Southeast Asia (they sell oil to India and get it paid back with propaganda spreading).

@traders any evidence of this thus far?

It’s briefly mentioned here and explored in more detail in this report.

predictedNO

@breck I somehow missed this comment. Thanks for the resources!

predictedNO
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bought Ṁ20 YES from 69% to 70%
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