AI growth sparks verified risks and unverified backlash claims

AI systems now drive measurable increases in electricity demand and prompt lawsuits over failed security tools while companies race to lock in enterprise users. Data centers permitted through 2025 are projected to add between 224.3 and 358.8 terawatt-hours of annual US consumption, a 50 percent rise according to permit analysis by Business Insider. That midpoint exceeds the total electricity used by any single state except Texas in 2024.

The same acceleration has produced one documented case of anti-AI violence: the January arrest of a Texas man who allegedly attempted to set fire to OpenAI headquarters and carried an anti-AI manifesto. Two additional incidents cited in coverage—an Indianapolis shooting tied to a “NO DATA CENTERS” note and an anti-Muslim attack in San Diego motivated by AI concerns—lack corroboration in police records or contemporaneous reporting from the ADL, Los Angeles Times, or NBC. Researchers at George Washington University and the Royal Military College of Canada note that AI now appears in manifestos across ideological lines, yet the speed of deployment leaves little time for communities to adapt.

Corporate strategy is shifting toward products that raise switching costs. Samuel Colvin, CEO of Pydantic, told Business Insider that OpenAI and Anthropic are prioritizing coding platforms such as Codex and Claude Code because they generate higher token volumes and create codebases difficult for customers to migrate. Walmart has responded by building its own multi-model coding assistant to preserve flexibility. Meanwhile, a Nashville school-shooting survivor filed suit in Davidson County court alleging that Omnilert’s AI gun-detection system, installed under a $1 million-plus contract, failed because of camera placement and lighting limitations the company’s marketing materials did not disclose.

Policy responses diverge sharply. An opinion column in the Washington Examiner argued that government attempts to build or own AI models would repeat the delays seen in IRS modernization and Healthcare.gov. Donald Trump issued an executive order last year blocking state-level AI rules. OpenAI and Anthropic each launched programs this year, including a $250 million OpenAI fund, aimed at helping institutions adjust to workforce changes. No outlet supplied independent data on education-specific effects despite the topic’s prominence in public discussion.

Local opposition has focused on water use, noise, and tax exemptions. In Sedgwick County, Kansas, residents blocked a proposed hyperscale site near an aquifer for an additional 90-day study period. PJM Interconnection reported a 76 percent rise in wholesale power costs in the first quarter of 2026 partly attributable to data-center load. Tech firms pledged in late 2025 to fund future grid upgrades so residential customers would not bear the full cost.