Human Study Validates GPT-4 Win Rates for TL;DR Summarization

:::info Authors: (1) Rafael Rafailo, Stanford University and Equal contribution; more junior authors listed earlier; (2) Archit Sharma, Stanford University and Equal contribution; more junior authors listed earlier; (3) Eric Mitchel, Stanford University and Equal contribution; more junior authors listed earlier; (4) Stefano Ermon, CZ Biohub; (5) Christopher D. Manning, Stanford University; (6) Chelsea Finn, … Read more

Performance of Best of N Baseline for Various N and Sample Responses and GPT-4 Judgments

:::info Authors: (1) Rafael Rafailo, Stanford University and Equal contribution; more junior authors listed earlier; (2) Archit Sharma, Stanford University and Equal contribution; more junior authors listed earlier; (3) Eric Mitchel, Stanford University and Equal contribution; more junior authors listed earlier; (4) Stefano Ermon, CZ Biohub; (5) Christopher D. Manning, Stanford University; (6) Chelsea Finn, … Read more

Apple’s CFO will step down

Illustration: The Verge Apple announced that chief financial officer Luca Maestri will step down from his role at the start of next year. He’ll remain at the company as the head of its corporate services team, leading “information systems and technology, information security, and real estate and development.” Maestri joined Apple in 2013 after serving … Read more

How Kaizntree Is Becoming the Operations Management Platform for Business Owners Around the World

Business owners who manufacture their own products encounter several challenges when it comes to managing inventory. This is because their data is often spread across multiple disparate systems that don’t connect to each other — resulting in countless hours of manual data entry and inconsistencies that can cause stock-outs. This is where Kaizntree comes in, … Read more

The Unlikelihood Baseline in Sentiment Experiments

:::info Authors: (1) Rafael Rafailo, Stanford University and Equal contribution; more junior authors listed earlier; (2) Archit Sharma, Stanford University and Equal contribution; more junior authors listed earlier; (3) Eric Mitchel, Stanford University and Equal contribution; more junior authors listed earlier; (4) Stefano Ermon, CZ Biohub; (5) Christopher D. Manning, Stanford University; (6) Chelsea Finn, … Read more

Apple will replace CFO Luca Maestri next year

Apple announced today that Chief Financial Officer Luca Maestri will step away from his executive role, effective January 1. Kevan Parekh, Apple’s current VP of Financial Planning, will be promoted to CFO after 11 years at Apple. Maestri has been CFO at Apple since 2014, and he’s now transitioning to a different role in the … Read more

GPT-4 Prompts for Computing Summarization and Dialogue Win Rates

:::info Authors: (1) Rafael Rafailo, Stanford University and Equal contribution; more junior authors listed earlier; (2) Archit Sharma, Stanford University and Equal contribution; more junior authors listed earlier; (3) Eric Mitchel, Stanford University and Equal contribution; more junior authors listed earlier; (4) Stefano Ermon, CZ Biohub; (5) Christopher D. Manning, Stanford University; (6) Chelsea Finn, … Read more

Fine-Tuning GPT-2 for IMDb Sentiment Analysis

:::info Authors: (1) Rafael Rafailo, Stanford University and Equal contribution; more junior authors listed earlier; (2) Archit Sharma, Stanford University and Equal contribution; more junior authors listed earlier; (3) Eric Mitchel, Stanford University and Equal contribution; more junior authors listed earlier; (4) Stefano Ermon, CZ Biohub; (5) Christopher D. Manning, Stanford University; (6) Chelsea Finn, … Read more

DOGS Listing On WEEX WE-Launch: Trade Fee-Free And Claim Your Share Of 1,000,000 Tokens

SINGAPORE —WEEX Exchange, a global leader in cryptocurrency trading, is excited to announce the listing of DOGS USDT Perpetual  on August 26, 2024, at 21:00 (UTC+8). This launch is part of an exclusive WEEX WE-Launch event, offering traders and participants an array of lucrative opportunities, including zero trading fees on DOGS perpetual pairs and a … Read more

DPO Hyperparameters and Implementation Details

:::info Authors: (1) Rafael Rafailo, Stanford University and Equal contribution; more junior authors listed earlier; (2) Archit Sharma, Stanford University and Equal contribution; more junior authors listed earlier; (3) Eric Mitchel, Stanford University and Equal contribution; more junior authors listed earlier; (4) Stefano Ermon, CZ Biohub; (5) Christopher D. Manning, Stanford University; (6) Chelsea Finn, … Read more

Secure RAG applications using prompt engineering on Amazon Bedrock

The proliferation of large language models (LLMs) in enterprise IT environments presents new challenges and opportunities in security, responsible artificial intelligence (AI), privacy, and prompt engineering. The risks associated with LLM use, such as biased outputs, privacy breaches, and security vulnerabilities, must be mitigated. To address these challenges, organizations must proactively ensure that their use … Read more

Analyzing Reward Functions and Equivalence Classes

:::info Authors: (1) Rafael Rafailo, Stanford University and Equal contribution; more junior authors listed earlier; (2) Archit Sharma, Stanford University and Equal contribution; more junior authors listed earlier; (3) Eric Mitchel, Stanford University and Equal contribution; more junior authors listed earlier; (4) Stefano Ermon, CZ Biohub; (5) Christopher D. Manning, Stanford University; (6) Chelsea Finn, … Read more

Get the most from Amazon Titan Text Premier

Amazon Titan Text Premier, the latest addition to the Amazon Titan family of large language models (LLMs), is now generally available in Amazon Bedrock. Amazon Titan Text Premier is an advanced, high performance, and cost-effective LLM engineered to deliver superior performance for enterprise-grade text generation applications, including optimized performance for Retrieval Augmented Generation (RAG) and … Read more

Deriving the Gradient of the DPO Objective

:::info Authors: (1) Rafael Rafailo, Stanford University and Equal contribution; more junior authors listed earlier; (2) Archit Sharma, Stanford University and Equal contribution; more junior authors listed earlier; (3) Eric Mitchel, Stanford University and Equal contribution; more junior authors listed earlier; (4) Stefano Ermon, CZ Biohub; (5) Christopher D. Manning, Stanford University; (6) Chelsea Finn, … Read more

GenASL: Generative AI-powered American Sign Language avatars

In today’s world, effective communication is essential for fostering inclusivity and breaking down barriers. However, for individuals who rely on visual communication methods like American Sign Language (ASL), traditional communication tools often fall short. That’s where GenASL comes in. GenASL is a generative artificial intelligence (AI)-powered solution that translates speech or text into expressive ASL … Read more

Google Meet will stay onscreen when you switch tabs

Illustration: The Verge Google is making it easier to keep track of Google Meet calls — which can easily get buried in your tabs — while you’re using desktop Chrome. The company is now rolling out a feature that automatically opens a Google Meet call in picture-in-picture mode when you switch tabs in Chrome, according … Read more

Fire at Rivian’s factory damages multiple electric vehicles

Rivian’s factory in 2022. | Brian Cassella/Chicago Tribune/Tribune News Service via Getty Images A fire broke out in a parking lot at Rivian’s Normal, Illinois factory over the weekend, damaging several electric vehicles, local media is reporting. No injuries are being reported at this time. A spokesperson for the Normal Fire Department told The Verge … Read more