We're sunsetting PodQuest on 2025-07-28. Thank you for your support!
Export Podcast Subscriptions
cover of episode 8 Ways Agents Will Improve This Year
People
A
Ahsan Khaliq
J
Jared Kaplan
主
主持人
专注于电动车和能源领域的播客主持人和内容创作者。
Topics
Ahsan Khaliq：我发现了 Google Gemini 的一个新功能，它能够同时处理两种视觉输入，例如图片和视频，这在以前的多模态大型语言模型中是做不到的。这为医疗、工程和质量控制等领域带来了许多新的应用可能性。 Jared Kaplan：我认为 AI 智能体将在今年在四个方面得到显著改进：首先，它们将更擅长使用工具，能够处理更复杂的任务，并在出错时寻求用户反馈；其次，它们将更好地理解上下文，能够根据业务逻辑、行业背景和法规环境等进行调整；第三，它们将改进代码辅助功能，能够理解代码错误、进行调试和运行代码；最后，它们需要提高安全性，以应对提示注入等安全挑战。 主持人：除了 Jared Kaplan 提到的四个方面，我还认为 AI 智能体将在以下四个方面得到改进：首先，企业将努力改进数据质量，使其更易于 AI 智能体使用；其次，多智能体系统和编排技术将得到发展，从而实现更复杂的任务处理；第三，围绕 AI 智能体的可观察性、评估和基础设施的工具将得到改进；最后，企业将更加关注 AI 智能体的投资回报率 (ROI) 的追踪和衡量。Google 将 Gmail 和 Google Docs 中的 AI 功能免费提供，这可能是 AI 竞争的一部分，旨在吸引更多付费用户。Meta 公司高管非常关注打败 OpenAI，并将 GPT-4 视为主要竞争对手。AI 头像技术虽然不可避免，但其普及还需要时间。

Deep Dive

Chapters
Google's Gemini AI shows unexpected ability to process two visual inputs simultaneously, unlike other LLMs. This opens possibilities for various applications, from student learning to medical diagnosis, but raises questions about Google's awareness of this feature.
  • Gemini can process visual and video inputs concurrently.
  • This was discovered by researchers using AnyChat.
  • Potential applications span various fields, including medicine and engineering.
  • Questions remain on whether Google was aware of this capability.

Shownotes Transcript

AI agents are poised to make significant progress this year. They will improve tool usage, context understanding, coding assistance, and safety. Enterprises can also expect advancements in data integration, multi-agent orchestration, observability, and ROI tracking. These developments will expand AI’s impact across industries. Brought to you by:

Vanta - Simplify compliance - ⁠⁠⁠⁠⁠⁠⁠https://vanta.com/nlw

The Agent Readiness Audit from Superintelligent - Go to https://besuper.ai/ to request your company's agent readiness score.

The AI Daily Brief helps you understand the most important news and discussions in AI. Subscribe to the podcast version of The AI Daily Brief wherever you listen: https://pod.link/1680633614 Subscribe to the newsletter: https://aidailybrief.beehiiv.com/ Join our Discord: https://bit.ly/aibreakdown