Building aligned, reliable AI takes more than prompts, it takes domain expertise and human feedback. @AnthropicAI http://
snorkel.ai/LaunchEvent
ETHICS
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Building Aligned Reliable AI Through Domain Expertise
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AI Political Neutrality: Examining Bias in Machine Learning Models
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If you believe that AI models cannot be politically neutral, the problem might be that you don't yet know how to be politically neutral yourself
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AI-Generated Content Quality and Shallow Thinking Concerns
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Agreed — but this doesn't look at all like any AI-helped translation/rewriting of thoughtful human ideas that I've seen. And the content is really the shallowest possible take in this case.
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AI-Generated Content: Detecting Shallow LLM Writing Patterns
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You're right — that response was definitely largely AI generated. It's the kind of shallow word salad that LLMs are extremely good at, and the structure matches LLM writing precisely. I don't think any human would write something so shallow and formulaic independently.
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Critical Timeline: Only Years Remain for Major Tech Shift
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We don’t have decades. A few years, at best.
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Generative AI Risks, Evaluation Methods, and Responsible Governance
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Faculty Affiliate @sanmikoyejo addressed opportunities and risks in generative and agentic AI—from misuse to governance. He emphasized the need for improved evaluation methods and mitigation strategies to support more reliable and responsible deployment.
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Embodied AI Panel Explores Healthcare and Logistics Applications
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Faculty Affiliate @jiajunwu_cs joined the panel on Embodied AI to examine how AI systems that can perceive and act in the physical world may contribute to sectors like healthcare and logistics—while addressing challenges in safety and trust. Watch here: https://
atxsummitvp.com/i-robot-future
-of-embodied-ai/
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Stanford HAI researchers discuss generative and embodied AI governance
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Stanford HAI faculty @YejinChoinka
, @jiajunwu_cs
, and @sanmikoyejo joined @AsiaTechxSG in Singapore to discuss recent research on generative AI, embodied AI, and AI governance. They also met with Minister Josephine Teo to discuss emerging opportunities and challenges. Thread : -
Tech Showcase or Power Display? Strategic AI Messaging
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Was this to show off the tech? Or to subtly tell people not to F with you?
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Classroom Management Inefficiency in Traditional Education Systems
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While this makes me feel *extremely* old, my recollection of 4th-8th grade was a solid 1.5-2 years of instruction and 3 years of being physically present while classroom management was conducted.