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Owain Evans - AI Situational Awareness, Out-of-Context Reasoning
The Inside View
Quality Over Quantity in Research Resources
Significant research in safety and alignment does not always depend on extensive industrial-scale computing resources. Many impactful papers from leading organizations like OpenAI, Anthropic, and DeepMind have emerged with minimal computational demands, often achievable through open models or limited resources. While there are recent exceptions that may require larger investments, the prevailing trend emphasizes that effective research can frequently be conducted efficiently and economically.
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