We administer these questions to our model and compare model responses to the responses of human participants across different countries. We release our evaluation dataset at: https://
huggingface.co/datasets/Anthr
opic/llm_global_opinions
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@anthropicai
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Anthropic Releases Global AI Opinions Evaluation Dataset
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Language Models Show Western-Centric Opinions and Steerability
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We develop a method to test global opinions represented in language models. We find the opinions represented by the models are most similar to those of the participants in USA, Canada, and some European countries. We also show the responses are steerable in separate experiments. pic.twitter.com/QzHmRPNqSl
— Anthropic (@AnthropicAI) 29 juin 2023We develop a method to test global opinions represented in language models. We find the opinions represented by the models are most similar to those of the participants in USA, Canada, and some European countries. We also show the responses are steerable in separate experiments.
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Model Ideological Bias Measurement and Mitigation
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For example, when we prompt a model to vote on key issues, it tends to align with certain opinion groups more than others. As a result, model-based ideological biases (which human facilitators and moderators may also have) must be carefully measured and considered.
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Language Models Risks Require Deeper Scientific Study
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At the same time, we also find that LMs applied in this context pose risks that require (and illuminate areas for) deeper study.
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Language Models for Digital Town Hall Synthesis
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We find evidence that LMs have promising potential to help human facilitators and moderators synthesize the outcomes of online digital town halls—a role that requires significant expertise in quantitative & qualitative data analysis, the topic of debate, and writing skills.
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Language Models Enhance Pol.is Platform for Diverse Dialogue
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We collaborated with @compdem to research the opportunities and risks of augmenting the http://
Pol.is platform with language models (LMs) to facilitate open and constructive dialogue between people with diverse viewpoints. -
Anthropic Named to XB100 Top Deep Tech Companies List
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We are grateful to be included on the inaugural #XB100 list of the top 100 private deep tech companies in the world by @XPRIZE & @BessemerVP
. Our CEO Dario Amodei and President Daniela Amodei enjoyed discussing @AnthropicAI
's mission and approach with Tess! -
Anthropic Proposes Enhanced Security Controls for Frontier AI Models
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Our current public controls are just the start. Anthropic is advocating for a level of security beyond what existing compliance requires, including two-party controls. See our full proposal for frontier model security in Q11 of our recent NTIA comment: https://
cdn2.assets-servd.host/anthropic-webs
ite/production/images/Anthropic-NTIA-Comment.pdf
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Anthropic Security Certifications SOC 2 HIPAA Compliance
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Here, you can find our certifications such as SOC 2 Type 1 and HIPAA, request that Anthropic sign a BAA, and view high-level details on controls we adhere to.
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Anthropic Launches Trust Portal for Certifications and Compliance
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Introducing our new Trust Portal, a way for you to easily find information about our certifications and compliance policies. We're excited to support use cases across a wide range of industries. https://
trust.anthropic.com