LLMs and Data Poisoning Are Weaponized to Manufacture Consensus

Commenters generally accepted the article’s core worry: that LLMs and poisoned data can reproduce and amplify biased media framing, making propaganda effective in new ways. Several people framed this as a real problem for historians and knowledge stewards - datsci_est_2015 emphasized that data poisoning presents a novel challenge even as earlier eras faced censorship and destroyed archives, and skew-aberration called the basic concern reasonable. API summed it up bluntly as “propaganda still works in the age of LLMs,” while others noted the risk applies across conflicts and topics (fxwin) rather than to any single example.

Opinion split sharply over the article’s examples and perceived politics. mschuster91 and TacticalCoder criticized the use of the Israel/Palestine case and mixing contemporary actors with 19th‑century examples like Leopold, accusing the author of selective framing; TacticalCoder and others argued modern state actors (Russia, Iran) are actively poisoning the web today. Commenters also argued about historical interpretation: thiagoharry and some defended the Soviet Union’s outsized wartime role, datsci_est_2015 preferred “sacrificed more,” while Dan_- and TacticalCoder pushed back that casualty counts don’t equate to strategic effectiveness. A few remarks were sardonic - profsummergig on “manufactured consent” being a partisan label, swed420 on the ease of weaponization - reflecting broader distrust about framing and choice of evidence.