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How Google’s Jigsaw reduces LLM toxicity.
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July 05, 2023

Tech Brew

Superhuman

It’s Wednesday. Artificial intelligence, like the humans who created it, can be a jerk. So how do you prevent that? We put the question to Google Jigsaw’s Lucy Vasserman, who has some ideas about how to make LLMs play nice.

In today’s edition:

Patrick Kulp, Katishi Maake, Jordan McDonald, Annie Saunders

AI

Evaluating toxicity

Graphic featuring a photo of Lucy Vasserman, engineering manager at Google Jigsaw. Lucy Vasserman

When Google incubator Jigsaw first launched its AI-powered Perspective API, it was intended to help websites host less toxic forum discussions and comment sections.

But the free tool has more recently been put to another use: reducing the incidence of offensive language generated by a new wave of large language models (LLMs).

Companies like Google, Meta, OpenAI, and Anthropic have used the tool to help evaluate the toxicity of their AI’s output and cut down on harmful training data, according to Lucy Vasserman, who leads engineering and product at Jigsaw.

These kinds of problems are foundational for Jigsaw, which focuses on creating tech that combats threats to open society, like misinformation, toxicity and hate, online extremism, and internet censorship.

Vasserman spoke with Tech Brew about reining in language models, the state of online discussions, and AI threats on the horizon.

Keep reading here.—PK

     

TOGETHER WITH SUPERHUMAN

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AI

Enlisting help

eBay headquarters eBay

If last year was the year of resale, then this year is the year of AI. Now, there’s a crossover.

EBay has released in beta a plug-in that, through generative AI, allows sellers to automatically generate text for their item descriptions based on product attributes, which helps cut down on the time and effort required to list item.

EBay is no stranger to using AI and deep learning models, but generative AI is the next frontier for eBay, which aims to streamline the listing process for sellers, and the company in the future will integrate more applications to better curate niche products for its buyers.

“AI and deep learning has been infused throughout eBay. I think the difference in the last six months has been the dawn of the large language models that make this very conversational,” Eddie Garcia, eBay’s chief product officer, told Retail Brew. “The AI can create content, it can create images, it could write a description for the item. That’s the new innovation.”

Keep reading here.—KM

     

VENTURE CAPITAL

Investing in LatAm

coffee plantation in costa rica at harvest time Kevin Valverde/Getty Images

Latin America’s importance to worldwide agriculture is immense, and venture-capital investment seems to be catching on.

The region houses Brazil, which is the fourth-largest food producer and No. 2 food exporter in the world, according to venture-capital firm AgFunder’s inaugural Latin America AgriFoodTech Investment Report. Latin America also holds the distinction of being the world’s foremost soy producer, while also sporting 23% of global beef and buffalo output and 20% of global poultry production. The region is also a major producer of crops like cacao and coffee.

The report dove into the current state of agtech investment in the region, which has been historically underfunded, only receiving 5% of what it calls “global agri-food tech” venture-capital investment in 2022.

Keep reading here.—JM

     

TOGETHER WITH CISCO

Cisco

See it and believe it: It’s time to move beyond siloed domain monitoring. With Cisco’s Full-Stack Observability, you can start detecting potential software issues before they become problems. That means more insights, more action, and less noise. Discover how Cisco Full-Stack Observability gives you happier users with less effort.

BITS AND BYTES

Stat: 16%. That’s the drop in time Reddit users spent on the site following a protest in which moderators shuttered hundreds of subreddits, the New York Times reported, citing estimates from Similarweb.

Quote: “We need the best of the best sitting at the table: the top AI developers, top executives, scientists, advocates, community leaders, workers, national security experts all together in one room, doing years of work in a matter of months.”—Senate Majority Leader Chuck Schumer

Read: Why are LED light bulbs so bad? (New York)

#thriving: Bynder’s State of Content Report found that 77% of tech marketers are prioritizing time to market in 2023. Get key stats and insights to create a speedy, flourishing content program in the full report.*

*This is sponsored advertising content.

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Written by Patrick Kulp, Katishi Maake, Jordan McDonald, and Annie Saunders

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