AI chatbots, including OpenAI's ChatGPT and Google's Gemini, are providing inaccurate or outdated information on voting questions, according to a new study. The study tested six AI models and found that nearly a third of responses were incorrect or outdated. OpenAI's GPT-5.5 was the most accurate model, answering 89% of responses correctly, but accuracy dropped significantly when prompted in Spanish.
Meanwhile, AI usage is expected to surge in the coming years, with Sam Altman predicting that usage will increase from 100,000 tokens monthly to hundreds of billions by mid-2026. This surge will boost demand for infrastructure, including power and cooling systems, benefiting companies like Nvidia, Vertiv, and GE Vernova.
Nvidia is making significant moves in the AI space, including acquiring Hugging Face in a $13 billion deal. The acquisition will give Nvidia ownership of Hugging Face, a dominant open model hub for transformers and datasets. Additionally, Cerebras Systems reported a $25.4 billion backlog, driven by a deal with OpenAI.
Other companies are also seeing growth and recognition for their AI-powered offerings. Five9 has been recognized as a Leader in the 2026 IDC MarketScape for agentic contact center platforms, and Fastly reported strong second-quarter results, with revenue rising 23.3% year over year. However, Fastly's stock fell 10.6% despite the positive outlook.
Finally, Arm Holdings stock rose 5.5% after an AI chip rally tied to Fed rate hike expectations, and Iowa is treating AI savings as matching funds for mentorship programs to create a more skilled workforce and drive economic growth.
Key Takeaways
• Nearly a third of AI chatbot responses to voting questions are inaccurate or outdated, according to a new study.\n• OpenAI's GPT-5.5 was the most accurate model, answering 89% of responses correctly.\n• AI usage is expected to surge from 100,000 tokens monthly to hundreds of billions by mid-2026.\n• Nvidia is acquiring Hugging Face in a $13 billion deal.\n• Cerebras Systems reported a $25.4 billion backlog, driven by a deal with OpenAI.\n• Five9 has been recognized as a Leader in the 2026 IDC MarketScape for agentic contact center platforms.\n• Fastly reported strong second-quarter results, with revenue rising 23.3% year over year.\n• Arm Holdings stock rose 5.5% after an AI chip rally tied to Fed rate hike expectations.\n• Iowa is treating AI savings as matching funds for mentorship programs.\n• OpenAI cut off Cursor from its models due to concerns over SpaceX's acquisition of Cursor's parent company.AI Chatbots Give Inaccurate Voting Info
A new study found that nearly a third of AI chatbot replies to voting questions are inaccurate or outdated. The study tested six AI models, including OpenAI's GPT-5.5 and Google's Gemini 3.5 Flash. The most accurate model, GPT-5.5, answered 89 percent of responses correctly. However, accuracy dropped to 16 percent when prompted in Spanish. Researchers are urging election officials and model developers to improve AI accuracy.
AI Chatbots Give Inaccurate Voting Info
A new study found that nearly a third of AI chatbot replies to voting questions are inaccurate or outdated. The study tested six AI models and found that all returned some outdated information. OpenAI's GPT-5.5 was the most accurate model, answering 89 percent of responses correctly. However, accuracy dropped when prompted in Spanish.
AI Usage to Surge, Boosting Demand for Infrastructure
Sam Altman predicts AI usage will increase from 100,000 tokens monthly to hundreds of billions by mid-2026. This surge in AI usage will boost demand for infrastructure, including power and cooling systems. Companies like Nvidia, Vertiv, and GE Vernova are poised to benefit from this trend.
Fastly Stock Falls After AI-Driven Outlook Raise
Fastly reported strong second-quarter results, with revenue rising 23.3 percent year over year. The company raised its 2026 outlook due to AI-related demand, but its stock fell 10.6 percent. Fastly's unified platform and AI-powered services are driving growth and margin expansion.
Nvidia Acquires Hugging Face in $13 Billion Deal
Nvidia is acquiring Hugging Face in a deal valued at about $13 billion. The acquisition will give Nvidia ownership of Hugging Face, a dominant open model hub for transformers and datasets.
Cerebras Has $25.4 Billion Backlog, Driven by OpenAI Deal
Cerebras Systems reported a $25.4 billion backlog, driven by a deal with OpenAI. The company expects to recognize only 22 percent of the backlog over the next 24 months. Cerebras is building data center capacity to meet growing demand for AI inference.
OpenAI Cuts Off Cursor from its Models
OpenAI is cutting off Cursor from its models due to concerns over SpaceX's acquisition of Cursor's parent company. The move highlights the challenges of ensuring AI technology is used responsibly.
Five9's AI-Powered Contact Center Offerings Gain Traction
Five9 has been recognized as a Leader in the 2026 IDC MarketScape for agentic contact center platforms. The company's AI-powered contact center offerings are driving growth and earnings beats.
Arm Holdings Stock Rises on AI Chip Rally
Arm Holdings stock rose 5.5 percent after an AI chip rally tied to Fed rate hike expectations. The company's investment case is closely tied to broader sentiment around AI infrastructure demand.
Iowa Treats AI Savings as Matching Funds for Mentorship
Iowa is treating AI savings as matching funds for mentorship programs. The approach aims to create a more skilled workforce and drive economic growth.
Sources
- Nearly a third of AI chatbot replies to voting questions inaccurate, outdated: Study
- Nearly a third of AI chatbot replies to voting questions inaccurate, outdated: Study
- Sam Altman’s AI Usage Prediction Is Wild — But These 3 Stocks Could Cash In
- Fastly (FSLY) Is Down 10.6% After AI-Driven Outlook Raise And Margin Gains - Has The Bull Case Changed?
- Nvidia acquires Hugging Face $13 billion deal
- Cerebras Has a $25.4 Billion Backlog, and One OpenAI Agreement Is Behind Much of It
- OpenAI Cuts Cursor Off from its Models Now That Musk’s SpaceX (SPCX) Owns It
- How Earnings Beats and IDC AI Leadership Recognition Could Shape Five9’s (FIVN) Investment Narrative
- Arm Holdings (ARM) Is Up 5.5% After AI Chip Rally Tied To Fed Rate Hike Expectations
- Iowa should treat AI savings as matching funds for mentorship
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