近日,吴恩达(Andrew Ng)与 ARK Invest 首席投资策略师 查理·罗伯茨Charlie Roberts, 以及首席未来学家 布雷特·温顿Brett Winton ,展开了一次对谈,在他看来,Agent Systems不仅已经出现,而且在技术层面几乎没有太多的风险。如今,AI产品的主要挑战在于执行而不是设计。今天大飞就来分享一下这次访谈的内容。
这是一段Andrew.NG最近的演讲,我先总结一下。 AI领域的一项重要趋势引起广泛关注,那就是 AI代理技术。通过代理化工作流,AI可以规划并执行复杂任务,例如生成文章大纲、进行网页搜索、改进初稿等。这种迭代式工…
Andrew 说AI Agent Workflow今年会极大推动 AI 的发展, 甚至比 Foundation Model 更值得关注(deeplearning.ai/the-bat), 因为chatgpt 的用法, 就好像要求一个人从头到尾写一篇文章, 不许回溯不许修改, 连删除键都不允许用, 还期望一个得到一个很好的结果. 而实际上人都不是这么工作的. 最近的 Devin等项目的...
the workflow is much more efficient when you're trying to do something that humans can also do. So in those settings, it becomes natural to talk about comparing, or trying to mimic human-level performance. Let's see a couple examples of what this means. ...
More specifically, it will let us measure 'Bias' (as Ng defines it), which we use later in the workflow. If Your Training and Test Data Are From the Same Distribution 1. Shuffle and split your data into Train / Dev / Test Sets Ng recommends a Train / Dev / Test split of ...
This document attempts to summarize Andrew Ng's recommended machine learning workflow from his "Nuts and Bolts of Applying Deep Learning" talk at Deep Learning Summer School 2016. Any errors or misinterpretations are my own. Start Here Measure Human-level performance on your task (More) Do your...
Once the agent has been installed on all of your nodes, you should see them in the dashboard. At this point, you might want to tag your nodes appropriately. This allows you to specify which nodes your services will run on. For example, you might have a set of nodes tagged as staging...
Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes Discussions Collaborate outside of code Code Search Find more, search less Explore All features Documentation GitHub Skills Blog Solutions By company size Enterprises...
Actions Automate any workflow Codespaces Instant dev environments Issues Plan and track work Code Review Manage code changes Discussions Collaborate outside of code Code Search Find more, search less Explore All features Documentation GitHub Skills Blog Solutions By company size Enterprises Sma...
StockazNG - Asset Management System. MIT Python Tabby - A tool to manage shared expenses across friends, such as restaurant costs or food delivery, without requiring everyone to create an account. Includes email reminders and tracks who has (re)paid what. AGPL-3.0-only PHP Monitoring ^ back...