Technologies
Adobe: Our New Generative AI Will Help Creative Pros, Not Hurt Them
The Firefly tools begin with image creation and font styling but soon will spread to Photoshop and other software.
In 2022, OpenAI’s Dall-E service wowed the world with the ability to turn text prompts into images. Now Adobe has built its own version of this generative AI technology with tools that begin a technological overhaul of the company’s widely used creative tools.
On Tuesday, Adobe released the first two members of its new Firefly collection of generative AI tools for beta testing. The first tool creates an image based on a text prompt like «fierce alligator leaping out of the water during a lightning storm,» with hundreds of styles that can tweak results. The other applies prompt-based styles to text, letting people create letters that look hairy, scaly, mossy or however else they want.
Firefly for now is available on Adobe’s website, but the company will build generative AI directly into other tools, starting with its Photoshop image editing software, Illustrator for designs and Adobe Express for creating quick videos. The company hasn’t revealed its pricing approach for the new tools.
Creative professionals might see Firefly as an incursion into their creative domain, going beyond mechanical tools like selecting colors and trimming videos into the heart and soul of their jobs. With AI showing new smarts when it comes to translating documents, interpreting tax code, composing music and creating travel itineraries, it’s not irrational for professionals to feel spooked.
Like other AI fans, though, Adobe sees artificial intelligence as the latest digital tool to amplify what humans can do. For example, Firefly eventually could let people use Adobe tools to tailor designs to individuals instead of just creating one design for a broad audience, said Alexandru Costin, vice president of Adobe’s generative AI work.
«We don’t think AI will replace creative creators. We think that creators using AI will be more competitive than creators not using AI. This is why we want to bring AI to the fingertips of all our user base,» Costin said. «The only way to succeed in AI is to embrace it.»
Adobe’s Firefly products are trained from the company’s own library of stock images, along with public domain and licensed works. The company has worked to reduce the bias in training data that AI models can reflect, for example that business executives are male.
AI is a «sea change»
Artificial intelligence uses processes inspired by human brains for computing tasks, trained to recognize patterns in complex real-world data instead of following traditional and rigid if-this-then-that programming. With advances in AI hardware, software, algorithms and training data, the field is advancing rapidly and touching just about every corner of tech.
The latest flavor of the technology, generative AI, can create new material on its own. The best known example, ChatGPT, can write software, hold conversations and compose poetry. Microsoft is employing ChatGPT’s technology foundation, GPT-4, to boost Bing search results, offer email writing tips and help build presentations
AI tools are sprouting up all over. Adobe has used AI for years under its Sensei brand for features like recognizing human subjects in Lightroom photos and transcribing speech into text in Premiere Pro videos. EbSynth applies a photo’s style to a video, HueMint creates color palettes and LeiaPix converts 2D photos into 3D scenes.
But it’s the new generative AI that brings new creative possibilities to digital art and design.
«It’s a sea change,» said Forrester analyst David Truog.


One of the first members of Adobe’s Firefly family of generative AI tools will style text based on prompts like «the letter N made of gold with intricate ornaments.»
AdobeAlpaca offers a Photoshop plug-in to generate art, and Aug X Labs can turn a text prompt into a video. Google’s MusicLM converts text to music, though it’s not open to the public. Dall-E captured the internet’s attention with its often fantastical imagery — the name marries Pixar’s WALL-E robot with the surrealist painter Salvador Dalí.
Related tools like Midjourney and Stability AI’s Stable Diffusion spread the technology even further.
If Adobe didn’t offer generative AI abilities, creative pros and artists would get them from somewhere else.
Indeed, Microsoft on Tuesday incorporated Dall-E technology with its Bing Image Creator service.
Training AIs isn’t easy, but it’s getting less difficult, at least for those who have a healthy budget. Chip designer Nvidia on Tuesday announced that Adobe is using its new H100 Hopper GPU to train Firefly models through a new service called Picasso. Other Picasso customers include photo licensing companies Getty Images and Shutterstock.
Legal engineering
Developing good AI isn’t just a technical matter. Adobe set up Firefly to sidestep legal and social problems that AI poses.
For example, three artists sued Stability AI and Midjourney in January over the use of their works in AI training data. They «seek to end this blatant and enormous infringement of their rights before their professions are eliminated by a computer program powered entirely by their hard work,» their lawsuit said.
Getty Images also sued Stability AI, alleging that it «unlawfully copied and processed millions of images protected by copyright.» It offers licenses to its enormous catalog of photos and other images for AI training, but Stability AI didn’t license the images. Stability AI, DeviantArt and Midjourney didn’t respond to requests for comment.
Adobe wants to assure artists that they needn’t worry about such problems. There are no copyright problems, no brand logos, and no Mickey Mouse characters. «You don’t want to infringe somebody else’s copyright by mistake,» Costin said.
The approach is smart, Truog said.
«What Adobe is doing with Firefly is strategically very similar to what Apple did by introducing the iTunes Music Store 20 years ago,» he said. Back then, Napster music sharing showed demand for online music, but the recording industry lawsuits crushed the idea. «Apple jumped in and designed a service that let people access music online but legally, more easily, and in a way that compensated the content creators instead of just stealing from them.»
Adobe also worked to counteract another problem that could make businesses leery, showing biased or stereotypical imagery.
It’s now up to Adobe to convince creative pros that it’s time to catch the AI wave.
«The introduction of digital creativity has increased the number of creative jobs, not decreased them, even if at the time it looked like a big threat,» Costin said. «We think the same thing will happen with generative AI.»
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
Nvidia’s Gaming Announcements at CES 2026 Are All About the Software
DLSS 4.5 brings dynamic multiframe generation to GeForce RTX 50-series cards and improved Super Resolution upscaling for the rest of us.
While the Nvidia keynote at CES 2026 on Monday afternoon brought the usual cavalcade of robots, autonomous driving models and massive commercial hardware for AI, its low-key gaming news didn’t get to join the party. Given there’s no new gaming hardware, it’s understandable. But Nvidia did launch version 4.5 of its DLSS upscaling and optimization technology, bringing dynamic multi-frame generation and an upgraded transformer model for its super-resolution upscaling that optimizes for high frame rate 4K gaming, notably the latest crop of 240Hz 4K displays. The company also introduced new capabilities for its RTX Remix modding platform and launched apps for Linux and Amazon Fire TV.
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Nvidia’s multi-frame generation works within DLSS to extrapolate multiple frames from a single rendered frame, and in conjunction with the upscaling, to raise game frame rates and resolution. (Sadly, it works only on RTX 50 series cards.) In 4.5, it goes from generating up to four frames for each rendered frame to six frames for each, and it can dynamically target the refresh rate of your monitor to adjust the render-to-generated ratio on the fly to maintain consistent speed and latency.
The new model for Super Resolution has fewer temporal artifacts — less ghosting, improved antialiasing and better clarity — and works with any RTX graphics card. On the Blackwell cards, it helps with the multi-frame generation image quality as well.
G-Sync-capable monitors also potentially get a new feature, Ambient Adaptive Technology. (It requires a light sensor on the monitor, which is rare on desktop monitors but pretty common on general-purpose laptops.) As the name implies, it can automatically adjust color temperature and brightness based on environmental conditions.
In addition to AAT, Nvidia announced that the G-Sync Pulsar monitors it launched in September 2024 will soon be available. In case you’ve forgotten, Pulsar improves clarity on fast-moving games played on high refresh-rate monitors.
While the company’s RTX Remix platform for modding games with AI-generated assets isn’t for everyone, Nvidia’s added a new capability, Remix Logic, that sounds awfully cool. In essence, it lets a game make decisions about what assets to use — like specific weather or particle behavior — based on things happening within the game.
Technologies
Today’s NYT Mini Crossword Answers for Tuesday, Jan. 6
Here are the answers for The New York Times Mini Crossword for Jan. 6.
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.
Need some help with today’s Mini Crossword? The Across clues were tricky, but the Down clues helped me fill in the blanks. Read on for the answers. And if you could use some hints and guidance for daily solving, check out our Mini Crossword tips.
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: When pigs fly
Answer: NEVER
6A clue: Courtroom excuse
Answer: ALIBI
7A clue: «That’s a ___!» («Seems unlikely!»)
Answer: BIGIF
8A clue: Cash register compartment
Answer: TILL
9A clue: She, in French
Answer: ELLE
Mini down clues and answers
1D clue: Catch, as a crook
Answer: NAB
2D clue: Designation for prolific Yelp reviewers
Answer: ELITE
3D clue: Candlelight ___ (solemn observance)
Answer: VIGIL
4D clue: Online invoice
Answer: EBILL
5D clue: Piece of equipment in a Winter Olympics biathlon
Answer: RIFLE
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Technologies
Samsung to Supercharge 800 Million Devices With AI This Year, Report Says
This could exacerbate the global RAM crunch.
Samsung is doubling the number of devices it’ll deliver with Galaxy AI this year to 800 million units, the company’s co-CEO TM Roh told Reuters on Monday.
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«We will apply AI to all products, all functions and all services as quickly as possible,» Roh told Reuters.
Galaxy AI includes features like circle to search, live translate on phone calls, real-time translation, a writing assistant, generative photo editing and generative wallpaper.
The AI features are currently available on the Samsung Galaxy S25 series of phones, the Galaxy S24 series, the Galaxy S23 series; the Galaxy S23 FE, Galaxy S24 FE and Galaxy S25 FE; the Galaxy Z Fold 5, Z Fold 6 and Z Fold 7; the Galaxy Z Flip 5, Z Flip 6 and Z Flip 7; the Galaxy Tab S10 Plus, S10 Ultra and Galaxy Tab S11; and the Galaxy Tab S9 series.
Although Samsung is also a manufacturer of RAM, it is facing supply issues caused by exceedingly high demand resulting from the rise of AI.
«As this situation is unprecedented, no company is immune to its impact,» Roh told Reuters. The co-CEO also didn’t rule out price increases, but said he’s working with partners to find solutions.
A representative for Samsung didn’t immediately respond to a request for comment.
The AI push from Samsung comes during a memory chip crunch fueled by AI data centers, causing the cost of certain electronics to surge. Analysts predict that high demand and low supply will result in price increases across multiple product categories, including phones and cars.
AI systems require more RAM, which is why, for example, the iPhone 16 shipped with 16GB of RAM to power Apple Intelligence. The demand for power from AI data centers that run ChatGPT is so high that US memory manufacturer Micron killed off Crucial, its consumer RAM business, to pivot toward enterprise clients. Crucial had been around since 1996.
ChatGPT maker OpenAI will use up about 40% of DRAM output from South Korean firms Samsung and SK Hynix alone, according to Reuters. DRAM refers to Dynamic Random-Access Memory, the main working memory in computers, phones and servers, and AI relies heavily on it.
This memory crunch has reportedly left Google and Microsoft scrambling to secure supply for 2026, leading to firings and heated exchanges, according to South Korean publication Seoul Economic Daily. As a result, consumers may see devices with less RAM hit the market, reminiscent of products from years ago, such as 4GB smartphones and potentially 8-12GB graphics cards.
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