Edge 397: Multi-Plan Selection in Autonomous Agents
Was this email forwarded to you? Sign up here Edge 397: Multi-Plan Selection in Autonomous AgentsAgents that can generate and evaluate multiple plans simultaneously.
In this Issue:
💡 ML Concept of the Day: Multi-Plan Selection in Autonomous AgentsPlanning is, arguably, the most difficult capability of autonomous agents. The idea of generating a plan for a given task requires many building blocks and, therefore, its fundamentally harder to achieve in a single try seems unfathomable. Multi-plan selection is a simple technique that attempts to generate multiple plans and select the most optimal one for a given task. This technique minimizes potential errors in plan formulations in autonomous agents. Multi-plan selection involves two key phases: creating multiple plans and then picking the best one. 1) Multi-Plan Generation... Subscribe to TheSequence to read the rest.Become a paying subscriber of TheSequence to get access to this post and other subscriber-only content. A subscription gets you:
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[Virtual talk] How to remove the biggest blocker to production AI/ML
Monday, May 20, 2024
ML teams are being asked to power every customer experience and interaction with AI/ML. The pressure to go faster is high, but the reality is that the complex data engineering to get the right data to
Reading Beyond the Hype: Some Observations About OpenAI and Google’s Announcements
Sunday, May 19, 2024
Google vs. OpenAI is shaping up as one of the biggest rivarly of the generative AI era. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Edge 396: Inside Ferrett-UI: One of Apple's First Attempts to Unlock Multimodal LLMs for Mobile Devices
Friday, May 17, 2024
The new model excels at mobile screen understanding. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Edge 395: Task Decomposition in Autonomous Agents
Tuesday, May 14, 2024
The cornerstone of planning in autonomous agents. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
DeepMind’s AI-First Science Quest Continues with AlphaFold 3
Sunday, May 12, 2024
The new model can predict the structure of many life's molecules such as proteins, DNA, RNA and several others. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
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