Inside OPRO: Google DeepMind’s New Method that Optimizes Prompts Better than Humans
Was this email forwarded to you? Sign up here Inside OPRO: Google DeepMind’s New Method that Optimizes Prompts Better than HumansThe technique uses LLMs as prompt optimization agents.
Prompt engineering and optimization is one of the most debated topics with large language models(LLMs). Terms such as prompt engineering are often used to describe the task of optimizing a language instruction in order to achieve a specific task with an LLM. These tasks are typically performed by humans but what if AI could do a better job optimizing prompts? In a recent paper, researchers from Google DeepMind proposed a technique called Optimization by Prompting (OPRO) that attempts to address precisely this challenge... 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:
|
Older messages
LLM Scaling Laws vs. Everything Else
Thursday, October 19, 2023
Sundays, The Sequence Scope brings a summary of the most important research papers, technology releases and VC funding deals in the artificial intelligence space.
📝 Guest Post: Retrieval Augmented Generation on Notion Docs via LangChain*
Thursday, October 19, 2023
In this guest post, Yujian Tang, a developer advocate at Zilliz, explores how to enhance Notion documents with language model interactions using LangChain and Milvus. He lays out a step-by-step guide
Edge 335: LoRA Fine-Tuning and Low-Rank Adaptation Methods
Thursday, October 19, 2023
Diving into one of the most popular fine-tuning techniques for foundation models.
The Sequence Chat: Shreya Rajpal, Co-Founder and CEO, Guardrails AI About Ensuring the Safety and Robustness of LL…
Thursday, October 19, 2023
The co-creator of one of the most important LLM guardrails frameworks shares her perspectives on building safe, robust and efficient LLM applications, the architecture of Guardrails AI and more.
Edge 333: Understanding Parameter Efficient Fine Tuning
Tuesday, October 10, 2023
An overview of PEFT, one of the most important fine-tuning methods ever created;
You Might Also Like
Weekend Reading — More time to write
Sunday, November 24, 2024
More Time to Write A fully functional clock that ticks backwards, giving you more time to write. Tech Stuff Martijn Faassen (FWIW I don't know how to use any debugger other than console.log) People
🕹️ Retro Consoles Worth Collecting While You Still Can — Is Last Year's Flagship Phone Worth Your Money?
Saturday, November 23, 2024
Also: Best Outdoor Smart Plugs, and More! How-To Geek Logo November 23, 2024 Did You Know After the "flair" that servers wore—buttons and other adornments—was made the butt of a joke in the
JSK Daily for Nov 23, 2024
Saturday, November 23, 2024
JSK Daily for Nov 23, 2024 View this email in your browser A community curated daily e-mail of JavaScript news React E-Commerce App for Digital Products: Part 4 (Creating the Home Page) This component
Not Ready For The Camera 📸
Saturday, November 23, 2024
What (and who) video-based social media leaves out. Here's a version for your browser. Hunting for the end of the long tail • November 23, 2024 Not Ready For The Camera Why hasn't video
Daily Coding Problem: Problem #1617 [Easy]
Saturday, November 23, 2024
Daily Coding Problem Good morning! Here's your coding interview problem for today. This problem was asked by Microsoft. You are given an string representing the initial conditions of some dominoes.
Ranked | The Tallest and Shortest Countries, by Average Height 📏
Saturday, November 23, 2024
These two maps compare the world's tallest countries, and the world's shortest countries, by average height. View Online | Subscribe | Download Our App TIME IS RUNNING OUT There's just 3
⚙️ Your own Personal AI Agent, for Everything
Saturday, November 23, 2024
November 23, 2024 | Read Online Subscribe | Advertise Good Morning. Welcome to this special edition of The Deep View, brought to you in collaboration with Convergence. Imagine if you had a digital
Educational Byte: Are Privacy Coins Like Monero and Zcash Legal?
Saturday, November 23, 2024
Top Tech Content sent at Noon! How the world collects web data Read this email in your browser How are you, @newsletterest1? 🪐 What's happening in tech today, November 23, 2024? The HackerNoon
🐍 New Python tutorials on Real Python
Saturday, November 23, 2024
Hey there, There's always something going on over at Real Python as far as Python tutorials go. Here's what you may have missed this past week: Black Friday Giveaway @ Real Python This Black
Re: Hackers may have stolen everyone's SSN!
Saturday, November 23, 2024
I wanted to make sure you saw Incogni's Black Friday deal, which is exclusively available for iPhone Life readers. Use coupon code IPHONELIFE to save 58%. Here's why we recommend Incogni for