Technologies
Bing AI Bungles Search Results at Times, Just Like Google
Expect search engines to tread carefully as tests reveal problems with AI language skills.

A close reading of Bing’s AI-boosted search results reveals that the website can make the same kinds of errors that are apparent in the ChatGPT technology foundation it uses and in Google’s competing Bard.
A new version of Bing that’s in limited testing employs large language model, or LLM, technology from OpenAI, the research lab Microsoft invested in and that grabbed the tech spotlight with its ChatGPT AI chatbot. ChatGPT and related technology, trained on enormous swaths of the internet, can produce remarkable results, but they don’t truly know facts and they can make errors.
Bing tries to avoid such errors by «grounding» results with Microsoft’s search technology, assessing the veracity and authority of source documents and offering links to sources, so people can evaluate the results on their own better. But AI and search engine researcher Dmitri Brereton and others have spotted errors in Bing’s demo, including flawed financial data from a Gap quarterly earnings report.
It’s a buzzkill moment for AI. The technology truly can produce remarkable and useful results, but the trouble is assessing when it isn’t doing that. Expect more caution as the search engine industry tries to find the right formula.
Google felt the pain after a demo last week when its Bard tool, which isn’t yet publicly available, produced erroneous information about the James Webb Space Telescope.
Microsoft offered a similar response Tuesday to what Google said about its gaffe: «We recognize that there is still work to be done and are expecting that the system may make mistakes during this preview period, which is why the feedback is critical so we can learn and help the models get better.»
One basic problem is that large language models, even if trained using text like academic papers and Wikipedia entries that have passed some degree of scrutiny, don’t necessarily assemble factual responses from that raw material.
As internet pioneer and Google researcher Vint Cerf said Monday, AI is «like a salad shooter,» scattering facts all over the kitchen but not truly knowing what it’s producing. «We are a long way away from the self-awareness we want,» he said in a talk at the TechSurge Summit.
Summarizing documents might appear to be within AI’s advanced language processing abilities, but constructing human-readable sentences without drawing in inappropriate information can be difficult. For example, in this request to summarize a spec sheet for Canon’s new R8 mirrorless camera, Bing technology rattled off many features that actually are found in Canon’s earlier R5.
Another high-profile computer scientist, former Stanford University Professor John Hennessy, was more bullish than Cerf, praising AI for its language skills in understanding search queries and generating results that often are correct. But he also cautioned, «It’s always confident that it has the right answer even when it doesn’t.»
OpenAI itself offers the same warning. «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.
Editors’ note: CNET is using an AI engine to create some personal finance explainers that are edited and fact-checked by our editors. For more, 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.
Answers for today’s Connections: Sports Edition groups
Yellow group: Get ready for a game.
Green group: Golf wedges.
Blue group: Connecticut teams.
Purple group: _____ board.
Read more: Wordle Cheat Sheet: Here Are the Most Popular Letters Used in English Words
What are today’s Connections: Sports Edition answers?
The yellow words in today’s Connections
The theme is get ready for a game. The four answers are get loose, prepare, stretch and warm up.
The green words in today’s Connections
The theme is golf wedges. The four answers are gap, lob, pitching and sand.
The blue words in today’s Connections
The theme is Connecticut teams. The four answers are Sun, UConn, Yale and Yard Goats.
The purple words in today’s Connections
The theme is _____ board. The four answers are back, leader, skate and surf.
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