AI Platforms Shape Election Information, With Few Answers

Artificial intelligence now runs through every major social media platform for the 2026 midterm elections. Chatbots, media-generation services and automated content moderation are increasingly shaping voter choices, political experts and new research say. The systems are changing how election information reaches voters, while technology companies haven't consistently addressed risks identified by researchers and watchdogs.

How Platforms Shape Information

The New York Times reported that technology companies rapidly integrated AI into social platforms, creating potential obstacles between voters and reliable election information. Some tools arrived only months before the election. Researchers said they have contributed to biased and inaccurate information about polls and amplified foreign influence operations.

The same systems have elevated low-quality content described as “slop.” Researchers said that material is tainting the data used to train chatbot responses. The concern goes beyond a chatbot's answer in a single exchange: the training material itself can include low-quality content, according to researchers cited in the report.

Automated content moderation also plays a role. The base reporting lists moderation systems alongside chatbots and media-generation services as AI tools increasingly shaping voter choices. It doesn't specify how individual moderation decisions have affected particular voters or election information.

The account describes an information environment where AI tools can affect both the material voters see and the answers chatbots provide. But it doesn't establish that the tools have changed election outcomes, or identify a specific candidate or party that benefited. Reported effects include biased and inaccurate polling information, foreign influence operations, and low-quality content entering chatbot training data.

Questions for Technology Companies

Lawmakers and watchdog groups have asked technology companies for details about testing, safeguards and the extent of voter interactions with AI. They say companies haven't shared enough information. Their questions cover how companies tested the tools, what protections they put in place, and how many voters are interacting with AI during the election period.

“We're in uncharted territory at this point,” said Deen Freelon, a professor of communication at the University of Pennsylvania who studies digital politics. His comment reflects the uncertainty in the reporting as AI becomes more deeply integrated into major platforms during an election year.

The account doesn't name a specific law, government agency or international framework directing platforms' AI use. It also provides no details about company funding, institutional agreements or a transfer of formal government authority. The documented issue is the role technology companies play in systems that can shape access to election information, alongside the limited information lawmakers and watchdog groups say they have received.

A Rapid Expansion

In the 2024 national election, platforms offered basic AI image-generation tools. By 2026, those tools had grown into advanced services combining audio, video and image capabilities. The comparison marks the change in services available to users; it doesn't say how many voters used each tool.

Tiffany Hsu and Steven Lee Myers reported from San Francisco, and Julian E. Barnes reported from Washington. The reporting names concerns from researchers, lawmakers and watchdog groups, but gives no figures for inaccurate poll claims, foreign operations, chatbot interactions or affected voters. Those unanswered questions remain central to assessing how AI platforms are shaping access to election information in 2026.