POLICY

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Validating AI Claims: A Policy Framework for Policymakers

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@stanfordhai

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25 September 2025 18h42

NEW: How can we validate claims about AI? Many AI companies often base their testing on specific tasks but overstate their overall capabilities. Our latest policy brief presents a validation framework for separating legitimate from unsupported claims. https://
hai.stanford.edu/policy/validat
ing-claims-about-ai-a-policymakers-guide
…

LLMs Shaping Politics: Comparing Models with Real-World Polls

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25 September 2025 17h51

The team envisions comparing model outputs w/real-world polls, expanding studies to other democracies, examining newer reasoning or "thinking" models, & exploring downstream effects on users. For now, the dataset helps us understand how LLMs are shaping modern political

LLM Election Data 2024 Dataset Released by Researchers

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25 September 2025 17h51

Authors: @cen_sarah
, @andrew_ilyas
, Hedi Driss, Charlotte Park, @aspenkhopkins
, @charapod
, & @aleks_madry Data: https://
huggingface.co/datasets/sarah
cen/llm-election-data-2024
…

MIT team releases 16M LLM responses dataset from 2024

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25 September 2025 17h51

The MIT CSAIL, Sloan, & LIDS team collected each LLM’s responses to their carefully crafted prompts from July to November 2024. They generated a dataset of over 16M time-stamped responses from LLMs, answering questions about topics such as candidate traits, election issues, &

LLM Behavior During 2024 US Election: Stability and Contradictions

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25 September 2025 17h51

The dataset presents a multidimensional view of LLM behavior that captures both stability & change during the first major US election since LLMs became mainstream. It essentially lets you watch these models think, stumble, & sometimes contradict themselves during the 2024

MIT Study: How LLMs Bias Political Election Narratives

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25 September 2025 17h51

How do LLMs respond to questions about the election? MIT researchers ran a 4-month study, querying 12 state-of-the-art models on over 12K prompts daily. They found that the models can reinforce certain political narratives, mislead, or even exhibit manipulative tendencies:

→ View original post on X — @ninadschick

AI in Combat: Real-World National Security Applications

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@ninadschick

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25 September 2025 17h30

"AI isn’t Magical Pixie Dust!" I’m thrilled to bring you this conversation with two of the most influential voices in national security. It’s one of the most compelling (and unfiltered) discussions I’ve had on how AI is actually being used in the real world of combat. – Dr.

→ View original post on X — @madhumita29, 2025-09-25 14:46 UTC

OpenAI’s Free School ChatGPT Strategy Mirrors Big Tech Expansion

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@madhumita29

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25 September 2025 16h46

Really interesting read, shows OpenAI following the expansion playbook of many of its elder Silicon Valley peers. Free Basics/Internet.org, anyone?! the-ken.com/story/openai-off…