Open source LLMs are CRUSHING it right now! Kimi K2, GLM-5 leading the pack Why choose one when you can have the best of both worlds? ChatLLM auto-selects the perfect model for your task—open OR closed source Maximum efficiency, zero hassle
LLMS
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Using Claude for Automated Website Internal Linking Analysis
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9. Claude Cowork peut générer un maillage interne optimisé pour votre site
« Ouvre Chrome, accède à mon site {{MON_SITE_URL}} et crawle toutes mes pages principales. Identifie mes pages les plus importantes (services, articles piliers). Analyse la structure actuelle de liens -
Using Claude Cowork for automated SEO keyword research
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8. Utilise Claude Cowork pour faire toute la recherche de mots-clés. « Ouvre Chrome, va sur Ahrefs et analyse les 20 principales pages de mon concurrent XYZ. com, extrait leurs mots-clés cibles, volumes de recherche, et donne-moi une liste priorisée avec les scores de difficulté
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Using AI Agents for Competitive Analysis and Content Strategy
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1. Claude Cowork peut analyser entièrement les faiblesses de vos concurrents. « Scanne ces sites. Qu'est-ce qui manque sur les sites de ces concurrents ? Identifie les lacunes de contenu et propose-moi 5 sujets que je devrais traiter pour être plus utile qu'eux. » Si vous
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Top AI Papers of the Week: February 9-15
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The Top AI Papers of the Week (February 9-15) – Gaia2
– SkillRL
– LLaDA 2.1
– EchoJEPA
– InftyThink+
– AdaptEvolve
– AgentSkiller Read on for more: -
Grok 4.20 expected without SOTA leap
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Grok 4.20 is projected to arrive next week according to Elon. Yet it seems like there is no expectation for it to push SOTA benchmarks up. “Grok 4.20 is finally out next week. Will be a significant improvement over 4.1.”
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MiniMax-M2.5 reaches 80.2% on SWE-Bench Verified
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ICYMI: MiniMax released MiniMax-M2.5 and M2.5-Lightning with 80.2% achievement on SWE-Bench Verified. In addition to strong numbers in Excel, Deep Research, and Doc Summarisation categories. Happy upcoming New Lunar AI Year!
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Major AI Models Launch Week: DeepSeek V4, Gemini 3.1, GPT 5.3
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Next Week Will be fire : – DeepSeek V4
– Gemini 3.1 Pro
– GPT 5.3
– Sonnet 5
– Mystery model. All possibly landing within days.
AI timelines are accelerating fast. -
Impressive coding results in AI development
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Coding results look impressive too. Anyone tried this yet?
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SAR Makes AI Reasoning Smarter and 30 Percent Cheaper
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Can we make AI reasoning both smarter and 30 percent cheaper at the same time? Researchers from UIUC and Amazon Web Services just introduced SAR to solve the problem of long-winded and expensive AI models. Instead of just checking if an answer is right or wrong, Self-Aligned