It's the cost to generate the answers to the benchmark suite on the various models, so they are comparable.
LLMS
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Stupid People Can Still Pursue Programming Jobs Without Physics Laws
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No law of physics prevents a stupid person from trying to get programming jobs. They could be unaware that they're stupid; they could be hoping to eventually land the sort of job where nobody wants to fire them; they could try to do all their work with LLMs.
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xAI’s competitive advantage in model training through X data
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Alors que la plupart des entreprises d’IA peinent à obtenir des données du monde réel, xAI a désormais un accès direct au flux constant de conversations, de tendances et d’interactions humaines de X. Cela lui donne un avantage concurrentiel massif pour entraîner des modèles d’IA
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Data as a competitive advantage for xAI model training
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Des données humaines en temps réel, diversifiées et générées par 600 millions d’utilisateurs actifs.
— Jouhatsu | AI Influence Operator (@Jouhatsu_ai) 13 avril 2025
C’est le carburant parfait pour entraîner des modèles d’IA — et c’est exactement ce dont xAI a besoin pour rivaliser avec OpenAI et Anthropic.
Le timing est remarquable : pic.twitter.com/BxU0TjxDNdDes données humaines en temps réel, diversifiées et générées par 600 millions d’utilisateurs actifs. C’est le carburant parfait pour entraîner des modèles d’IA — et c’est exactement ce dont xAI a besoin pour rivaliser avec OpenAI et Anthropic. Le timing est remarquable :
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OpenAI’s Vertical-Specific Models and Enterprise Growth Strategy
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For those keeping a closer eye on OpenAI and predicting future releases, let me draw your attention to the verticals. We will likely see more and more purpose-built models for specific industries. We will continue to see growth in ChatGPT Enterprise. Microsoft, Google,
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Claude 2.5 Pro: Frontier AI at Affordable Scale
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it’s very easy to gloss over just how hard it is to land models at the frontier that you can also reasonably afford to pay for at scale 2.5 Pro is really something special
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Google’s Prompt Engineering Whitepaper by Lee Boonstra
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"PROMPT ENGINEERING" Lee Boonstra, Google: https://
kaggle.com/whitepaper-pro
mpt-engineering
… #Prompt #ChatGPT #LLMs -
Social Networks and LLMs Shape Information Consumption as Search
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This is increasingly literally the case given social network sorting and then LLMs. Relatedly: everything you read/watch/pay attention to is also a search query.
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KnowSelf Framework Enables Dynamic Self-Aware LLM Agents
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8). Agentic Knowledgeable Self-awareness KnowSelf is a new framework that introduces agentic knowledgeable self-awareness, enabling LLM agents to dynamically decide when to reflect or seek knowledge based on situational complexity, mimicking human cognition.
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LightPROF: Efficient Knowledge Graph Reasoning for Small LLMs
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6). Efficient KG Reasoning for Small LLMs LightPROF is a lightweight framework that enables small-scale language models to perform complex reasoning over knowledge graphs (KGs) using structured prompts.