Google ToolGrad Builds Tool-Use Training Data Backwards and Reports a 99.8% Pass Rate
Google ToolGrad builds tool-use training data from a valid answer chain back to a user request. Researchers report a 99.8% generation pass rate.
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Google ToolGrad builds tool-use training data from a valid answer chain back to a user request. Researchers report a 99.8% generation pass rate.
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Adobe Acrobat Productivity Agent can turn PDFs into podcasts, reports and slides. Here is the plan map and a fidelity test for real document work.
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ElevenLabs UMG AI remix plans cover a separate fan platform for participating music. The agreement is real, but launch timing, artists and rights remain open.
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Salesforce AI Control Plane promises shared governance for Agentforce and third-party agents, but the unified harness rollout starts in fiscal FY28.
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Cognition SWE-2 is reaching Devin with a company-reported 64% cost advantage in one comparison. The wider benchmark table tells a less simple story.
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Tools directory
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Cursor Projects adds persistent context, coordinated agent swarms and scheduled work in beta. Here is what builders should test before trusting it.
Open storyThree evergreen guides plus the tools directory: the fastest way into Musthave.AI.