Over time, the experience of fast models like Codex-Spark and deeper frontier models like GPT-5.3-Codex will start to blend. You can imagine instant interactions in the foreground, deeper reasoning and sub-agents running in parallel in the background.
LLMS
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AI Prompts for Market Research Replacing Consultants
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L’IA peut désormais faire des études de marché dignes de McKinsey (gratuitement). Voici 12 prompts ultra puissants pour Claude Opus 4.6 qui remplacent un consultant à 5 000 $. [ Ajoutez en signet   pour ne pas perdre ! ]
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12 Powerful Prompts for AI to Replace Market Research Consultants
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L’IA peut désormais faire des études de marché dignes de McKinsey (gratuitement). Voici 12 prompts ultra puissants pour Claude Opus 4.6 qui remplacent un consultant à 5 000 $. [ Ajoutez en signet   pour ne pas perdre ! ]
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GPT-5.3-Codex-Spark Research Preview Launched
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GPT-5.3-Codex-Spark is now in research preview.
— OpenAI (@OpenAI) 12 février 2026
You can just build things—faster. pic.twitter.com/85LzDOgcQjGPT-5.3-Codex-Spark is now in research preview. You can just build things—faster.
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SciSpace launches research and Biomed AI agents within agent suite
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The current @SciSpace suite includes a user platform and a collection of AI tools for two major agents (supported by over 600 agents in total):
● SciSpace Agent — A wide-spectrum research assistant that handles end-to-end research tasks.
● BioMed Agent — A comprehensive AI -
DeepSeek V3.2 Uses Mixture of Experts Together
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yeah they are used together like in DeepSeek V3.2
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General Agentic Memory Via Deep Research in AI Systems
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General Agentic Memory Via Deep Research https://
bit.ly/49urPcE
#AI #MachineLearning #DeepLearning #LLMs #DataScience -
MaxRL: New Framework Fixes Fundamental Reinforcement Learning Limitation
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What if standard Reinforcement Learning isn't actually training your models to find the most likely correct answers? Researchers from CMU, Tsinghua, Zhejiang, and UC Berkeley introduce MaxRL to fix this fundamental limitation. MaxRL is a new framework that bridges the gap
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Transition to GPT-4.1 and apprehension
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The time has come And I am not prepared. Still use GPT-4.1 heavily for writing.