introducing 「Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning」 from Huawei Noah’s Ark Lab https://
arxiv.org/abs/2412.09078
LLMS
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Forest-of-Thought: Scaling Test-Time Compute for LLM Reasoning
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MiniMax Models Offer Superior Long Context Processing Capabilities
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including MiniMax-Text-01 and MiniMax-VL-01, which are comparable to top-tier models while offering superior capabilities in processing longer contexts.
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MiniMax-01: Scaling Foundation Models with Lightning Attention
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introducing MiniMax-01: Scaling Foundation Models with Lightning Attention https://
github.com/MiniMax-AI Hugging Face:
https://
huggingface.co/MiniMaxAI https://
filecdn.minimax.chat/_Arxiv_MiniMax
_01_Report.pdf
… https://
hailuo.ai API:
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minimaxi.com/platform -

Transformer²: Self-Adaptive LLMs for Real-Time Task Adaptation
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introducing Transformer²: SELF-ADAPTIVE LLMS https://
arxiv.org/pdf/2501.06252 a novel self-adaptation framework that adapts LLMs for unseen tasks in real-time by selectively adjusting only the singular components of their weight matrices. -
AI assistants evolve from answering to taking actions
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AI assistants like ChatGPT are no longer just answering questions they’re becoming action takers. Tasks is a preview of what life could look like with more advanced AI systems. Imagine: • Autonomous agents planning your week.
• Booking trips.
• Managing your life while you -
OpenAI Tasks bridges gap between digital assistants and AI agents
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Why this is a big deal OpenAI’s “Tasks” bridges the gap between simple digital assistants (like Siri) and full-fledged AI agents. Unlike Siri or Alexa, ChatGPT can now:
• Browse the web on a schedule.
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OpenAI launches Tasks: ChatGPT acts as an assistant for reminders
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OpenAI’s first agentic AI feature is here: Tasks.
— God of Prompt (@godofprompt) 15 janvier 2025
From reminders to recurring updates, ChatGPT can now act like an assistant.
Here’s how to use it to simplify your life ↓pic.twitter.com/VhuYeG08EOOpenAI’s first agentic AI feature is here: Tasks. From reminders to recurring updates, ChatGPT can now act like an assistant. Here’s how to use it to simplify your life ↓
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ChatGPT Tasks: Automate Scheduling, Data Fetching, Report Summaries
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Introducing Tasks in ChatGPT! Now you can hand off everyday tasks—like scheduling fetching data at set intervals or summarizing regular reports—and let your assistant handle them asynchronously. https://t.co/KjK3wm39fg
— Romain Huet (@romainhuet) 15 janvier 2025Introducing Tasks in ChatGPT! Now you can hand off everyday tasks—like scheduling fetching data at set intervals or summarizing regular reports—and let your assistant handle them asynchronously.
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ZenML LLMOps Database Platform for AI Operations
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ZenML – LLMOps Database https://
bit.ly/41LYng2
#AI #MachineLearning #DeepLearning #LLMs #DataScience -

Transformer²: Self-adaptive LLMs that Blur Pre and Post-training
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Transformer²: Self-adaptive LLMshttps://t.co/VnvzSmeIad
— hardmaru (@hardmaru) 15 janvier 2025
This new paper from @SakanaAILabs shows the power of an LLM that can self-adapt its weights to its environment. I think in the future, the line between “pre-training” and “post-training” will be gone, and our models and… https://t.co/t8gEsXOUeg pic.twitter.com/XNFqdnef14Transformer²: Self-adaptive LLMs https://
arxiv.org/abs/2501.06252 This new paper from @SakanaAILabs shows the power of an LLM that can self-adapt its weights to its environment. I think in the future, the line between “pre-training” and “post-training” will be gone, and our models and