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    Cohere Labs Releases Agentic Task Ecosystem Dataset

    Dataset draws from nearly 700K tools on public MCP servers.

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    3 Sources, 27d ago, first seen 27d ago

    TLDR

    Cohere Labs released the Agentic Task Ecosystem dataset of nearly 700K tools pulled from public MCP servers. The posts state the data offers a window into tasks developers choose to automate with AI agents. A Cohere post on X states that under a test of whether a tool could independently complete an occupational task, just 2.6% passed. Cohere replies on X note AI changes how work divides between people and machines instead of replacing jobs outright. The linked blog post at cohere.com expands on early patterns in automation's effect on future work.

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    3 Sources, first seen 27d ago

    Combined views

    18.1K

    3 Sources, first seen 27d ago

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    15 comments
    100 saves
    32 reposts

    Sentiment

    Positive——Negative

    Summary

    Not enough discussion yet.

    No sentiment analysis available yet.

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    3 Sources

    @Cohere_LabsToday we’re releasing the Agentic Task Ecosystem (ATE) dataset: nearly 700K tools from public MCP servers offering a new window into what developers are building AI agents to do. Our analysis of this ecosystem reveals early patterns in how AI will impact the future of work. This won’t merely depend on AI capabilities, but also on which tasks developers choose to automate and how. Read the blog and explore the dataset: https://cohere.com/blog/automations-early-footprint
    @cohereHow is AI really affecting your job? @Cohere_Labs released the Agentic Task Ecosystem, a new dataset of 690K+ tools built for AI agents. Under a test of whether a tool could independently complete an occupational task, just 2.6% passed.

    3 Sources

    @Cohere_LabsToday we’re releasing the Agentic Task Ecosystem (ATE) dataset: nearly 700K tools from public MCP servers offering a new window into what developers are building AI agents to do. Our analysis of this ecosystem reveals early patterns in how AI will impact the future of work. This won’t merely depend on AI capabilities, but also on which tasks developers choose to automate and how. Read the blog and explore the dataset: https://cohere.com/blog/automations-early-footprint
    @cohereHow is AI really affecting your job? @Cohere_Labs released the Agentic Task Ecosystem, a new dataset of 690K+ tools built for AI agents. Under a test of whether a tool could independently complete an occupational task, just 2.6% passed.