Technologies
Windows Copilot Puts AI in the Heart of Microsoft’s Most Important Software
Some of the most important screen real estate in the world is getting a chatbot that can adjust PC settings, perform searches and suggest music.
With a tool called Windows Copilot, Microsoft has begun building an AI chat interface straight into its single most important software product, the company said Tuesday. The tool will perform tasks like summarizing documents, suggesting music, offering tech support for your PC and answering questions you might ask a search engine or AI chatbot.
This newest of Microsoft’s AI tools is scheduled to arrive in a preview version of Windows via an icon in the task bar that looks like a loop of blue ribbon. Clicking it opens a chat interface sidebar where you can type questions or prompts like «enable dark mode» and click buttons to take actions. Microsoft will begin testing the feature in June, said Yusuf Mehdi, Microsoft’s marketing chief for consumer products.
It’s a major new step in Microsoft’s embrace of artificial intelligence technology. Previously the company had built AI into its Bing search engine and Edge web browser, but Windows is used by millions more people and for many more hours a day.
«We are bringing the Copilot to the biggest canvas of all, Windows,» CEO Satya Nadella said at the company’s Microsoft Build developer conference. The arrival of AI chat interfaces is as important to computing progress as other major moments, like the arrival of the internet or the iPhone, he said.
Read more: Windows 10 Is Being Phased Out. Here’s What That Means for You
And the change reflects a growing seriousness in modern AI. Google has begun building AI directly into search, Gmail, Docs and other key services used by billions of people. Adobe on Tuesday released a beta version of Photoshop that uses AI to generate new imagery. AI remains experimental, but no longer is AI on the periphery of the world’s biggest tech products.

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Microsoft also is building its Copilot technology into its Office suite of productivity tools.
Google has taken a different approach with its AI, restricting its more freewheeling chatbot technology to its Bard chatbot and adding more factual, literal tools to search, Gmail and other mainstream tools.
Mehdi thinks that’s a mistake, though. Indeed, he hopes Google keeps the functions separate because that’ll help Microsoft’s prospects, he said.
«Customers have told us they’re not a separate thing. They think it’s all integrated,» Mehdi said in an interview. «The ability to be able to ask any question from where you are, to get searchlike answers, that’s a powerful thing for customers.»
He’s also excited to see it help with a profound user interface problem common in the tech world: helping nonexperts just figure out how to do useful things like snap an app window to one side of their laptop’s screen.
«The number one feature of Windows that people have loved is snap. Even then, people still have trouble knowing how to do it,» Mehdi said. «But if you can now say, ‘Hey, snap a couple of windows for me,’ and the PC can do it, that’s a massive unlock for people.»
Read More: Microsoft Rolls Out Tool That Connects Your iPhone to Your PC
Microsoft added AI-boosted search results and an AI chatbot to its Bing search engine in February. It relies on OpenAI, an artificial intelligence powerhouse in which Microsoft has invested, for the core language processing technology. Thanks in part to the feature, Bing usage crossed the threshold of 100 million people per day, Mehdi said, though he wouldn’t reveal the pace of the growth.
Also at Build, Microsoft announced it’s making plugin technology available to Bing and Windows Copilot so developers can integrate their own software. That’ll let you tap into those apps using Microsoft’s AI interfaces.
And Microsoft announced that OpenAI is using Bing search engine data to help improve its ChatGPT chatbot. Search engines can be used to «ground» generative AI tools that can often make up incorrect information.
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.

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Technologies
Grammarly Pushes Beyond Proofreading With AI-Powered Writing Guidance
Grammarly dropped agents to spot plagiarism, cite sources and maybe even boost your GPA.
Grammarly is expanding beyond its grammar-checking roots. The company has announced the launch of several specialized AI «agents» and a new writing tool called Grammarly Docs, designed to help students and professionals with everything from drafting essays to polishing workplace emails.
It’s another example of generative AI expanding beyond general-purpose chatbots like ChatGPT and Gemini into more specialized domains. Other examples of gen AI in educational circles include Google’s NotebookLM and OpenAI’s new study mode for ChatGPT.
AI agents are digital helpers that go beyond traditional chatbots to understand context and assist in reaching your goals. Grammarly’s AI agents assist by offering feedback, predicting reactions, finding sources and more to increase efficiency in workflows.
Read also: Grammarly AI: This Free AI Tool Will Easily Fix Your Grammar
What’s available now for Grammarly AI
The update introduces nine agents that move Grammarly into a more collaborative role. Instead of just correcting grammar or suggesting phrasing, the agents are intended to actively work alongside users. One predicts how a professor or manager might respond to a draft. Another offers an estimated grade based on an uploaded rubric. Others handle citation generation, proofreading, paraphrasing, plagiarism checks and AI detection. The tools are built directly into Docs, a «distraction-free» writing environment where all the agents can be summoned in context, according to the company.
As students head back to classrooms and colleges, Grammarly is looking to position itself as a study companion and writing coach rather than merely a browser extension. The company cites research showing that while only a small share of students feel confident using AI in professional settings (18%), most employers expect AI literacy from job candidates. By emphasizing skill-building and responsible use, Grammarly says it wants to bridge that gap rather than simply automate assignments.
«The launch of our new agents and AI writing surface marks a turning point in how we build products that anticipate user needs,» Luke Behnke, Grammarly’s vice president of product management, said in the company’s press release. «We’re moving beyond simple suggestions to intelligent agents that understand context and actively help users achieve their communication goals.»
For professionals, Grammarly is marketing the tools as a way to tailor communication for different audiences. The Reader Reactions agent, for example, can highlight whether an email comes across as too vague or too blunt. And the Expert Review tool provides industry-specific feedback without requiring specialized prompts.
The launch also marks the debut of Docs as a standalone writing hub. Until now, Grammarly has functioned mostly as a browser extension layered on top of other apps, like Chrome or Google Docs. Grammarly Docs signals a push to keep users inside the platform’s own environment, though the company says it will expand agent functionality to the more than half a million apps and sites where its tools already appear.
The new features are rolling out immediately for free and premium subscribers, though plagiarism and AI detection remain locked behind the paid plan. Enterprise and education customers will also gain access later this year.
Early reactions to Grammarly’s AI agents
Early reactions suggest strong interest from students and educators alike as the company shifts from a grammar checker to a productivity platform. Educators have noted the potential benefits and risks of tools like the AI Grader. Some users on social media welcomed the update as a way to cut through the anxiety of essay writing, while others questioned whether it might make students too dependent on machine feedback.
The launch comes just months after Grammarly raised $1 billion to fuel its AI pivot and acquired the email startup Superhuman. Together, those moves point to an ambitious strategy for the company: one that seeks to transform Grammarly from a background utility into a full-fledged productivity suite powered by AI.
Technologies
Today’s Wordle Hints, Answer and Help for Aug. 20, #1523
Here are hints and the answer for today’s Wordle No. 1,523 for Wednesday, Aug. 20.
Looking for the most recent Wordle answer? Click here for today’s Wordle hints, as well as our daily answers and hints for The New York Times Mini Crossword, Connections, Connections: Sports Edition and Strands puzzles.
Today’s Wordle puzzle is a fun word. Two letters repeat, so don’t forget once you find a correct letter, you can reuse it in another spot. If you need a new starter word, check out our list of which letters show up the most in English words. If you need hints and the answer, read on.
Today’s Wordle hints
Before we show you today’s Wordle answer, we’ll give you some hints. If you don’t want a spoiler, look away now.
Wordle hint No. 1: Repeats
Today’s Wordle answer has two separate repeated letters.
Wordle hint No. 2: Vowels
Today’s Wordle answer has one vowel, and it’s one of the repeated letters, so you’ll see it twice.
Wordle hint No. 3: Start letter.
Today’s Wordle answer begins with L.
Wordle hint No. 4: Animal kingdom
Today’s Wordle answer is an animal.
Wordle hint No. 5: Second meaning
Today’s Wordle answer is a domesticated pack animal of the camel family.
TODAY’S WORDLE ANSWER
Today’s Wordle answer is LLAMA.
Yesterday’s Wordle answer
Yesterday’s Wordle answer, No. 1,522 for Aug. 19, was ROWDY.
Recent Wordle answers
Aug. 15, No. 1,518: LEVEL
Aug. 16 No. 1,519: MATTE
Aug. 17, No. 1,520: LOUSY
Aug. 18, No. 1,521: ISSUE
Technologies
Today’s NYT Connections Hints, Answers and Help for Aug. 20, #801
Here are some hints and the answers for the NYT Connections puzzle No. 801 for Wednesday, Aug. 20.
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.
Today’s NYT Connections puzzle is a real headache. The NYT puzzle writers are really pulling some obscure connections out of the air, and I did not do well today at all. Need some help? 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: Ebony and ivory.
Green group hint: They go together.
Blue group hint: Spinning.
Purple group hint: There’s a bend in these.
Answers for today’s Connections groups
Yellow group: Black-and-white things.
Green group: Pairs of rods.
Blue group: Things that rotate about a vertical axis.
Purple group: Rods that curve at one end.
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 black-and-white things. The four answers are domino, piano keys, yin-yang symbol and zebra.
The green words in today’s Connections
The theme is pairs of rods. The four answers are chopsticks, claves, knitting needles and ski poles.
The blue words in today’s Connections
The theme is things that rotate about a vertical axis. The four answers are barber pole, carousel, ceiling fan and lazy Susan.
The purple words in today’s Connections
The theme is rods that curve at one end. The four answers are candy cane, crochet hook, crook and crowbar.
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