The goal of a CiteCheck benchmark should not be to check, "Does the cited document say something *related* to the claim?", but "Does the document state or very directly support the *exact* claim it's being cited about?" Here are two failures from the last generation of LLMs that
LLMS
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LLMs struggle with verifying cited sources and references
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I've previously found LLMs to suck at "Track down cited pages/references and see if they support the citer's claim." LLMs hallucinate what the cited document says, if the citer's claim sounds LLM-plausible. I wish a CiteCheck benchmark for this kind of task would get put
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OpenAI Developer Event Live Coverage
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HOY DIRECTO a las 19:00pm Quedan menos de 2 horas para que de comienzo el evento para desarrolladores de OpenAI! Estaremos cubriendo todas las novedades desde el DotCSV Lab, os dejo el link a continuación 🙂 ¡Compartid el mensaje!
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Introducing Continuous Thought Machines New Framework
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Introducing Continuous Thought Machineshttps://t.co/Fjwl82PZ9E
— hardmaru (@hardmaru) 6 octobre 2025
(Blog post from earlier this year.)
Summary tweet:https://t.co/bOGIDVDZodIntroducing Continuous Thought Machines https://
sakana.ai/ctm/
(Blog post from earlier this year.) Summary tweet: -
AI21 Labs Welcomes IBM Granite 4.0 Mamba-Transformer Model
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Congrats @IBM on the release of Granite 4.0! We’re so excited to welcome another Mamba-Transformer model to the mix – and we’ve officially added it to our Mamba timeline. Watch this space over the next few days. #AI #Mamba #Jamba #Granite4 #IBM
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Different paradigms and audiences for proprietary versus open-weight models
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We will see! They are both different paradigms and target different audiences (proprietary vs open-weight, unless they change it with V4).
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Internal metrics and taxonomy in AI model evaluation
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You are not wrong but that was a deliberate as I covered the internal metrics (loss, perplexity, rewards) many times before . Thanks for sharing the taxonomy paper btw!
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DeepSeek V4 vs Gemini 3 Pro: October Release Race
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It’s October. DeepSeek V4 or Gemini 3 Pro, who wants to go first?
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Latest AI Models Master New Frameworks Without Prior Training
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Surprisingly, that doesn't seem to hold any more with the latest models running in Claude Code or Codex CLI If they don't know a framework or library I tell them to check out and read the code and docs, after that they tend to use it just fine
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17 Golden Rules for Writing Effective ChatGPT Prompts
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Crafting prompts is an art These 17 Golden Rules for Writing ChatGPT Prompts show how clarity, structure & context make AI a true thought partner. Define the objective Assign a role Provide context Refine & repeat Prompting = the new digital literacy.
#AI