taskmatrix ai by microsoft

TaskMatrix.AI by Microsoft

TaskMatrix.AI is an AI ecosystem that can connect foundation models with millions of APIs for task completion. Unlike most previous work that aimed to improve a single AI model, TaskMatrix.AI focuses more on using existing foundation models (as a brain-like central system) and APIs of other AI models and systems (as sub-task solvers) to achieve diversified tasks in both digital and physical domains. Visual ChatGPT is just an example of applying TaskMatrix.AI to the visual domain.

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TaskMatrix. AI: Completing Tasks by Connecting Foundation Models …

TaskMatrix. AI: Completing Tasks by Connecting Foundation Models ...

Help | Advanced Search Artificial Intelligence (AI) has made incredible progress recently. On the one hand, advanced foundation models like ChatGPT can offer powerful conversation, in-context learning and code generation abilities on a broad range of open-domain tasks. They can also generate high-level solution outlines for domain-specific tasks based on the common sense knowledge they have acquired. However, they still face difficulties with some specialized tasks because they lack enough domain-specific data during pre-training or they often have errors in their neural network computations on those tasks that need accurate executions. On the other hand, there are also many existing models and systems (symbolic-based or neural-based) that can do some domain-specific tasks very well. However, due to the different implementation or working mechanisms, they are not easily accessible or compatible with foundation models. Therefore, there is a clear and pressing need for a mechanism that can leverage foundation models to propose task s

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microsoft/TaskMatrix – GitHub

microsoft/TaskMatrix - GitHub

We read every piece of feedback, and take your input very seriously. Contribute to microsoft/TaskMatrix development by creating an account on GitHub.

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Meet TaskMatrix.AI: A Microsoft ‘Super-AI’ That Links Foundation …

Meet TaskMatrix.AI: A Microsoft 'Super-AI' That Links Foundation ...

Synced Humans’ development and use of complex language and tools are two fundamental ways we differ from other animals. The recent emergence of foundational AI models trained on massive amounts of unlabelled data and capable of generating humanlike text outputs for various tasks has some speculating they may be the path to artificial general intelligence (AGI).

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TaskMatrix/TaskMatrix.AI/README.md at main · microsoft …

TaskMatrix/TaskMatrix.AI/README.md at main · microsoft ...

TaskMatrix.AI is an AI ecosystem that can connect foundation models with millions of APIs for task completion. Unlike most previous work that aimed to improve a single AI model, TaskMatrix.AI focuses more on using existing foundation models (as a brain-like central system) and APIs of other AI models and systems (as sub-task solvers) to achieve diversified tasks in both digital and physical domains. Visual ChatGPT is just an example of applying TaskMatrix.AI to the visual domain.

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Microsoft Apps

Microsoft Apps

Your current User-Agent string appears to be from an automated process, if this is incorrect, please click this link:United States English Microsoft Homepage

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Microsoft Researchers Introduce TaskMatrix.AI: A New AI Ecosystem …

One defining characteristic that sets humans apart from other animals is our ability to communicate through language and use tools to accomplish complex tasks. While recent advancements in AI have yielded impressive results, including the creation of foundation models that can generate human-like text outputs, there are still challenges to overcome before we achieve artificial general intelligence (AGI). For example, while these models excel at processing large amounts of unlabelled data, they can struggle with domain-specific tasks such as mathematical calculations. This has led some to suggest that further development of specialized tools may be necessary to help these models

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TaskMatrix.Ai, Microsoft’s new ‘super-AI’ , releasing soon : r/ChatGPT

TaskMatrix.Ai, Microsoft's new 'super-AI' , releasing soon : r/ChatGPT

Subreddit to discuss about ChatGPT and AI. Not affiliated with OpenAI. Posted by u/MassiveWasabi – 300 votes and 120 comments

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TaskMatrix.AI by Microsoft And 57 Other AI Tools For Task automation

The visual-chatgpt/TaskMatrix.AI is an official repository for an AI ecosystem called TaskMatrix.AI, which is designed to connect foundation models with millions of APIs for task completion. It focuses on using existing foundation models as a central system and APIs of other AI models and systems as sub-task solvers to achieve diversified tasks in both digital and physical domains. Visual ChatGPT is an example of how TaskMatrix.AI can be applied to the visual domain. TaskMatrix.AI is a new paradigm shift in AI development, as it differs from previous work that aimed to improve a single AI model. The paper associated with TaskMatrix.AI is available on arXiv.org, and an online system is currently in progress and expected to be launched in the future. The AI directory can use this repository to access the code and resources for visual ChatGPT and the broader TaskMatrix.AI ecosystem. This tool provides researchers and developers with a platform for creating diverse AI applications by leveraging existing foundatio

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TaskMatrix.AI, Microsoft’s new ‘super-AI’, releasing soon : r/singularity

TaskMatrix.AI, Microsoft's new 'super-AI', releasing soon : r/singularity

Everything pertaining to the technological singularity and related topics, e.g. AI, human enhancement, etc. Posted by u/MassiveWasabi – 236 votes and 50 comments

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