Technologies

Computing Guru Criticizes ChatGPT AI Tech for Making Things Up

Vint Cerf, who helped create the internet’s core network technology, hopes engineers can improve artificial intelligence’s shortcoming.

Vint Cerf, one of the founding fathers of the internet, has some harsh words for the suddenly hot technology behind the ChatGPT AI chatbot: «Snake oil.»

Google’s internet evangelist wasn’t completely down on the artificial intelligence technology behind ChatGPT and Google’s own competing Bard, called a large language model. But, speaking Monday at Celesta Capital’s TechSurge Summit, he did warn about ethical issues of a technology that can generate plausible sounding but incorrect information even when trained on a foundation of factual material.

If an executive tried to get him to apply ChatGPT to some business problem, his response would be to call it snake oil, referring to bogus medicines that quacks sold in the 1800s, he said. Another ChatGPT metaphor involved kitchen appliances.

«It’s like a salad shooter — you know how the lettuce goes all over everywhere,» Cerf said. «The facts are all over everywhere, and it mixes them together because it doesn’t know any better.»

Cerf shared the 2004 Turing Award, the top prize in computing, for helping to develop the internet foundation called TCP/IP, which shuttles data from one computer to another by breaking it into small, individually addressed packets that can take different routes from source to destination. He’s not an AI researcher, but he’s a computing engineer who’d like to see his colleagues improve AI’s shortcomings.

OpenAI’s ChatGPT and competitors like Google’s Bard hold the potential to significantly transform our online lives by answering questions, drafting emails, summarizing presentations and performing many other tasks. Microsoft has begun building OpenAI’s language technology into its Bing search engine in a significant challenge to Google, but it uses its own index of the web to try to «ground» OpenAI’s flights of fancy with authoritative, trustworthy documents.

Cerf said he was surprised to learn that ChatGPT could fabricate bogus information from a factual foundation. «I asked it, ‘Write me a biography of Vint Cerf.’ It got a bunch of things wrong,» Cerf said. That’s when he learned the technology’s inner workings — that it uses statistical patterns spotted from huge amounts of training data to construct its response.

«It knows how to string a sentence together that’s grammatically likely to be correct,» but it has no true knowledge of what it’s saying, Cerf said. «We are a long way away from the self-awareness we want.»

OpenAI, which earlier in February launched a $20 per month plan to use ChatGPT, has been clear about about the technology’s shortcomings but aims to improve it through «continuous iteration.»

«ChatGPT sometimes writes plausible-sounding but incorrect or nonsensical answers. Fixing this issue is challenging,» the AI research lab said when it launched ChatGPT in November.

Cerf hopes for progress, too. «Engineers like me should be responsible for trying to find a way to tame some of these technologies so they are less likely to cause trouble,» he said.

Cerf’s comments stood in contrast to those of another Turing award winner at the conference, chip design pioneer and former Stanford President John Hennessy, who offered a more optimistic assessment of AI.

Editors’ note: CNET is using an AI engine to create some personalfinance explainers that are edited and fact-checked by our editors. Formore, see this post.

Technologies

Today’s NYT Mini Crossword Answers for Monday, July 21

Here are the answers for The New York Times Mini Crossword for July 21.

Looking for the most recent Mini Crossword answer? Click here for today’s Mini Crossword hints, as well as our daily answers and hints for The New York Times Wordle, Strands, Connections and Connections: Sports Edition puzzles.

My favorite Mini Crosswords are ones that take me on a little journey. Today, I learned something new about Hawaii and also basked in a nostalgic moment while thinking about a childhood board game. Need an assist with today’s Mini Crossword? Read on. And if you could use some hints and guidance for daily solving, check out our Mini Crossword tips.

The Mini Crossword is just one of many games in the Times’ games collection. If you’re looking for today’s Wordle, Connections, Connections: Sports Edition and Strands answers, you can visit CNET’s NYT puzzle hints page.

Read more: Tips and Tricks for Solving The New York Times Mini Crossword

Let’s get to those Mini Crossword clues and answers.

Mini across clues and answers

1A clue: Ceremonial band
Answer: SASH

5A clue: First official state hand gesture, following a 2024 Hawaiian bill
Answer: SHAKA

6A clue: Deck with the Major and Minor Arcana
Answer: TAROT

7A clue: Just love
Answer: ADORE

8A clue: Boardwalk has the highest one on a Monopoly board
Answer: RENT

Mini down clues and answers

1D clue: Cool place to be on a sunny day
Answer: SHADE

2D clue: Name that might come first during an alphabetical roll call
Answer: AARON

3D clue: Hybrid athletic garment
Answer: SKORT

4D clue: Just loathe
Answer: HATE

5D clue: One whose name is in lights
Answer: STAR

Technologies

Today’s NYT Connections Hints, Answers and Help for July 21, #771

Here are some hints and the answers for the NYT Connections puzzle for July 21, #771.

Looking for the most recent Connections answers? Click here for today’s Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle, Connections: Sports Edition and Strands puzzles.

Hey, Seinfeld fans, today’s NYT Connections puzzle is right up your alley. That makes the blue category fun, but that purple category got me, as always. Read on for clues and today’s Connections answers.

The Times now has a Connections Bot, like the one for Wordle. Go there after you play to receive a numeric score and to have the program analyze your answers. Players who are registered with the Times Games section can now nerd out by following their progress, including number of puzzles completed, win rate, number of times they nabbed a perfect score and their win streak.

Read more: Hints, Tips and Strategies to Help You Win at NYT Connections Every Time

Hints for today’s Connections groups

Here are four hints for the groupings in today’s Connections puzzle, ranked from the easiest yellow group, to the tough (and sometimes bizarre) purple group.

Yellow group hint: Top it off.

Green group hint: Liquid can change forms.

Blue group hint: Big salad, puffy shirt.

Purple group hint: A certain symbol.

Answers for today’s Connections groups

Yellow group: Additional perk.

Green group: Phase transitions for liquids.

Blue group: Concepts from «Seinfeld.»

Purple group: What ‘ can indicate.

Read more: Wordle Cheat Sheet: Here Are the Most Popular Letters Used in English Words

What are today’s Connections answers?

The yellow words in today’s Connections

The theme is additional perk. The four answers are bonus, extra, gravy and icing.

The green words in today’s Connections

The theme is phase transitions for liquids. The four answers are condensation, freezing, melting and vaporization.

The blue words in today’s Connections

The theme is concepts from «Seinfeld.» The four answers are Festivus, regifting, shrinkage and yada yada.

The purple words in today’s Connections

The theme is what ‘ can indicate. The four answers are contraction, foot, possessive and quote.

Technologies

Today’s NYT Connections: Sports Edition Hints and Answers for July 21, #301

Here are hints and the answers for the NYT Connections: Sports Edition puzzle for July 21, No. 301.

Looking for the most recent regular Connections answers? Click here for today’s Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle and Strands puzzles.

Golf knowledge is a weak point for me, so I struggled a little with today’s Connections: Sports Edition. It’s nice to see an appearance from one of the best team names in minor league ball. Hello, Yard Goats fans. Stuck? Check out our hints and get the answers.

Connections: Sports Edition is out of beta now, making its debut on Super Bowl Sunday, Feb. 9. That’s a sign that the game has earned enough loyal players that The Athletic, the subscription-based sports journalism site owned by the Times, will continue to publish it. It doesn’t show up in the NYT Games app but now appears in The Athletic’s own app. Or you can continue to play it free online.

Read more: NYT Connections: Sports Edition Puzzle Comes Out of Beta

Hints for today’s Connections: Sports Edition groups

Here are four hints for the groupings in today’s Connections: Sports Edition puzzle, ranked from the easiest yellow group to the tough (and sometimes bizarre) purple group.

Yellow group hint: Don’t skip this step.

Green group hint: Par for the course.

Blue group hint: Constitution state.

Purple group hint: Not bored.