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The Batch

What matters in AI right now

Proposed ChatDev architecture, illustrated.
Apr 17, 2024

AI Agents With Low/No Code, Hallucinations Create Security Holes, Tuning for RAG Performance, GPT Store's Lax Moderation

The Batch AI News and Insights: Multi-agent collaboration is the last of the four key AI agentic design patterns that I’ve described in recent letters. Given a complex task like writing software, a multi-agent approach would break...
Planning: Agentic AI design pattern illustrated by an example
Apr 10, 2024

Autonomous Coding Agents, Instability at Stability AI, Mamba Mania, What Users Do With GenAI

The Batch AI News and Insights: Planning is a key agentic AI design pattern in which we use a large language model (LLM) to autonomously decide on what sequence of steps to execute to accomplish a larger task.
Microsoft Absorbs Inflection, Nvidia's New GPUs, Managing AI Bio Risk, More Factual LLMs
Apr 03, 2024

Microsoft Absorbs Inflection, Nvidia's New GPUs, Managing AI Bio Risk, More Factual LLMs

The Batch AI News and Insights: Tool use, in which an LLM is given functions it can request to call for gathering information, taking action, or manipulating data, is a key design pattern of AI agentic workflows.
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How to Build Your Career in AI

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Machine Learning Yearning

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A Complete Guide to Natural Language Processing

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