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Black Hat USAAI BusinessBlack Hat AsiaAI BusinessEarly Career Award recipient Aleksandra Ćiprijanović aims to create universal AI analysis framework - Fermilab (.gov)Google News: AIExclusive: Miravoice, Builder Of An AI ‘Interviewer’ To Conduct Phone Surveys, Raises $6.3MCrunchbase NewsMoltbook risks: The dangers of AI-to-AI interactions in health carePhys.org AIMaul: Shadow Lord Will Return for Season 2GizmodoMicrosoft Aims to Create Large Cutting-Edge AI Models By 2027Bloomberg TechnologyHow Disney Imagineers are using AI and robotics to reshape the company’s theme parksFast Company TechA jury says Meta and Google hurt a kid. What now?The Verge AII have always seen myself as ‘progressive’ – but with AI it’s time to hit the brakes - The GuardianGoogle News: AIOpenAI Teams Up with Smartly to Create Chatty Ads Inside ChatGPT - TipRanksGoogle News: ChatGPTDOJ to Appeal Court Order Halting Trump’s Ban on Anthropic AIBloomberg TechnologyCapacity and speed: why TikTok shelved its second Irish data centreSilicon RepublicBlack Hat USAAI BusinessBlack Hat AsiaAI BusinessEarly Career Award recipient Aleksandra Ćiprijanović aims to create universal AI analysis framework - Fermilab (.gov)Google News: AIExclusive: Miravoice, Builder Of An AI ‘Interviewer’ To Conduct Phone Surveys, Raises $6.3MCrunchbase NewsMoltbook risks: The dangers of AI-to-AI interactions in health carePhys.org AIMaul: Shadow Lord Will Return for Season 2GizmodoMicrosoft Aims to Create Large Cutting-Edge AI Models By 2027Bloomberg TechnologyHow Disney Imagineers are using AI and robotics to reshape the company’s theme parksFast Company TechA jury says Meta and Google hurt a kid. What now?The Verge AII have always seen myself as ‘progressive’ – but with AI it’s time to hit the brakes - The GuardianGoogle News: AIOpenAI Teams Up with Smartly to Create Chatty Ads Inside ChatGPT - TipRanksGoogle News: ChatGPTDOJ to Appeal Court Order Halting Trump’s Ban on Anthropic AIBloomberg TechnologyCapacity and speed: why TikTok shelved its second Irish data centreSilicon Republic
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Knowledge Quiz

Test your understanding of this article

1.What is the primary challenge identified in evaluating LLM-generated research proposals?

2.How do the authors propose to verify the quality of LLM-generated proposals?

3.What metric is introduced to evaluate how well a proposal anticipates future research?

4.What was the result of applying future-aligned tuning to LLMs like Llama-3.1 and Qwen2.5?