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Writer Fuel: Why It’s So Hard To Tell If Text Is AI Generated

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People and institutions are grappling with the consequences of AI-written text. Teachers want to know whether students’ work reflects their own understanding; consumers want to know whether an advertisement was written by a human or a machine. Writing rules to govern the use of AI-generated content is relatively easy. Enforcing them depends on something much … Read more

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Writer Fuel: Move Over, LLM’s…HRM’s Are Coming

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Scientists have developed a new type of artificial intelligence (AI) model that can reason differently from most large language models (LLMs) like ChatGPT, resulting in much better performance in key benchmarks. The new reasoning AI, called a hierarchical reasoning model (HRM), is inspired by the hierarchical and multi-timescale processing in the human brain — the … Read more

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Writer Fuel: Some Older Generative AI Models Show Signs of Cognitive Decline

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People increasingly rely on artificial intelligence (AI) for medical diagnoses because of how quickly and efficiently these tools can spot anomalies and warning signs in medical histories, X-rays and other datasets before they become obvious to the naked eye. But a new study published Dec. 20, 2024 in the BMJ raises concerns that AI technologies … Read more

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Writer Fuel: Is the Idea of “Aligning” AI With Human Values a Fallacy?

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In late 2022 large-language-model AI arrived in public, and within months they began misbehaving. Most famously, Microsoft’s “Sydney” chatbot threatened to kill an Australian philosophy professor, unleash a deadly virus and steal nuclear codes. AI developers, including Microsoft and OpenAI, responded by saying that large language models, or LLMs, need better training to give users … Read more