Updates to Veo, Imagen and VideoFX, plus introducing Whisk in Google Labs

When AI Artist Agents Compete Insights from My Generative Art by Gary George

We’ll see how to change the relative weighting of these components later in this article. Noise prediction uses a ‘U-Net,’ a type of image-to-image model that originally gained traction as a model for applications in biomedical images (especially segmentation). To generate images from denoised latent arrays, the pipeline uses a variational autoencoder (VAE) for image decoding, turning those arrays into images.

In an interview with RedShark News, the film’s editor, Dávid Jancsó, admitted that he fed his voice into the Ukrainian AI software Respeecher to clean up the actors’ Hungarian accents. “Most of their Hungarian dialogue has a part of me talking in there,” Jancsó, a native Hungarian speaker, said. As we’ve covered repeatedly at this point, retouching photos is nothing new.

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This includes the ability to control the exact motion of the final video generation. For example, the platform includes features such as Remix, which allows users to modify videos while preserving their core elements, and Storyboard, which aids in planning and structuring scenes. I’ve pulled together a selection of the best AI video platforms I’ve used over the past nearly two years.

As artificial intelligence companies compete to have the best image generator on the market, it is likely that DALL-E, Stable Diffusion, and the rest will follow suit. As participants on a 2023 Deloitte panel observed, actors in government and public service sectors are increasingly using generative AI to build connections among people, systems and different government agencies. Use cases include content generation, proposal writing, planning, detection and data visualization. For example, the GenAI-powered tool BlueDot alerts public bodies to outbreaks or potential threats from new or known pathogens, such as influenza and dengue. GenAI extracts location-specific data on disease events, connects various data sets on the back end and translates epidemiological data into natural language for users.

It is also worth noting that the steam exiting each cooling tower is in opposite directions; this is barely possible for steam to be carried in opposite directions by the wind. Despite this error, it was included in successful attempts, as it still accurately portrayed nuclear cooling towers and attempted to create an animal. But even if AI’s struggle with hands can be seen as a positive, the problem may not persist for much longer. In March 2023 Midjourney released an update to its program intended to make its hands more realistic. Experts suspect Midjourney adjusted its datasets to prioritize clearer images of hands and deprioritize images where hands are hidden or only partially visible. Though the resulting images still aren’t perfect—the aforementioned image of Trump’s arrest was generated after the update—users generally agree that they have improved.

I’ve spent 200 hours testing the best AI video generators — here’s my top picks – Tom’s Guide

I’ve spent 200 hours testing the best AI video generators — here’s my top picks.

Posted: Fri, 17 Jan 2025 08:00:00 GMT [source]

Organizations have been screening job applicants based on personality for years using behavioral assessments such as Pymetrics games, which measure up to 91 personality traits that fit into 9 different categories. The researchers from Ivy League schools and others used photos from LinkedIn and photo directories of several top US MBA programs to determine what is called the Big Five personality traits for 96,000 graduates. It then compared those personality traits to employment outcomes and education histories of the graduates to determine correlation between the personality and success. The Hollywood Sign was never in danger, but the image managed to spread through social media like wildfire. Facebook is becoming something of a slop swamp, as spam accounts fill the timeline with eye-catching, often surreal images, posted in a desperate bid for engagement.

ChatGPT Glossary: 49 AI Terms Everyone Should Know

Sora is now live, albeit in a cut down version compared to what was promised and we’ve got a range of other models as good as or better than the OpenAI flagship. This includes Runway’s Gen-3, Pika 2.0, Chinese models Kling and Hailuo MiniMax as well as Luma Labs new Ray2. Runway kickstarted this revolution in February 2023 with the release of Gen-2, the first commercially available AI video generator, emerging out of the Discord test-bed.

As our focus in this study is generating high-quality images that accurately illustrate the prompts, we focused our attention on DALL-E, Craiyon, and DreamStudio. Despite the costly credit system of DALL-E and DreamStudio, the tool produces high-quality images in addition to inpainting, outpainting, and image-to-image editing. We also chose Craiyon for optional cost expenses but high-quality image generation. “Model training feature” refers to the training of a machine learning model, usually a neural network, with a sample of image-caption pairs. The generative AI will then use an input sample of the images for training data and output several images following a prompt32. For instance, to develop a specialized generative AI tailored to nuclear power, one can train the model using captions such as “nuclear power plant” accompanied by a variety of images from different nuclear power plants.

Let’s say that in your article you referenced the story of The Princess and the Pea. And it dawned on you that a nice visual might be a princess sleeping on a stack of mattresses. Let’s say that you’re writing a blog post or an article on how to buy a mattress and you get to that point of having to choose a featured image. ChatGPT is what I had in mind when I wrote my article back in April predicting that people would use Google less once they got used to using AI chatbots.

Implementing this technology requires substantial financial investment and technical expertise. It suggests that startups should invest in building their technical capabilities and ensuring robust data protection measures. Phocuswright’s research highlights that startups leveraging this technology can gain a significant competitive edge in the rapidly evolving travel industry.

This machine form of intelligence, inaccessible in total to any individual artist or author, reflects, embodies, and amplifies the analytical intelligence that arises from our collective labor. When we look at the output of AI, we see alternately yassified and mutilated glimpses of ourselves and our communal structures. AI images are funhouse reflections of a sociopolitical reality receding in the rearview mirror. By leveraging a proprietary combination of transformer-based models and diffusion techniques, Haiper 2.0 improves video quality, realism and production speed. This update adds more lifelike and smoother movement, potentially setting a new standard for the best AI video generators. Kling is one of the best AI video models currently available, excelling in visual realism and smooth motion.

As reported by the paper authors, latent diffusion speeds up inference by at least ~2.7X over direct diffusion and trains about three times faster. The world entered a new era when OpenAI released ChatGPT on November 30, 2022. Less well-known but equally disruptive are DALL-E, Stable Diffusion and Midjourney, text-to-image generators released in 2021 and 2022.

Still, brands seem to have an interest in using the technology as it proliferates. Some companies, like G-Star Raw, have even started selling ready-to-wear garments made in tandem with AI systems. Philipp Wintjes said the company enlisted AI for a hyper specific use case, rather than using technology for technology’s sake. For that reason, he and his team expect the new systems to drive business improvements, especially on the customer side. For automakers, generative AI aids in research and development, vehicle design, quality control, testing, validation and predictive maintenance. As panelists at Germany’s renowned IAA Mobility International Motor Show pointed out, generative AI can simulate various scenarios for safer, innovative designs and more energy-efficient systems.

Even with the rapid generation of both images and video, the quality is impressive. This includes accurate and natural motion as well as photorealistic visuals. Despite the discourse behind diffusion systems and imitating human generated art, diffusion models have other more impactful purposes.

However, improvement was mostly seen in result of prompts having a large number of related images present on the internet or containing common more general terms, like deer grazing near a cooling tower. The model still was unable to comprehend the technical terms related to nuclear engineering or generate images when multiple nuclear objects are present in the prompt. Though these models are not satisfactory as of now, they may be significantly improved if they are trained on a large data set of nuclear-related images.

For example, someone whose photo shows a tendency toward neuroticism is less likely to be hired. The surreal images emerging from the primordial soup of Facebook might be amusing, but the consequences of an irredeemably AI-polluted internet will be no laughing matter. The viral image of a bread sculpture sparked many AI-generated spin-offs, leading to the impossible Challah Horse that caught Zuckerberg’s eye. Notably, Zuckerberg has decorated his own Facebook page with an AI-generated wallpaper image, featuring llamas standing on servers.

The concept of diffusion

In “Results for nuclear power prompts—promising performance” section, we examined successful cases of generative AI with nuclear energy prompts. However, models also occasionally generated poor images depending on the prompts as shown in Table 6. DALL-E 2 produced a flag similar in color and pattern to the Chinese flag, and included the atomic nuclear symbol on the flag. DreamStudio produced 2 extremely wide cooling towers, but there is nothing indicative of China in this picture. Craiyon produced another flag similar to the Chinese flag, but has an unusual blue stripe.

Colossyan helps companies create training, marketing and corporate communication videos by generating human-like AI avatars that deliver material with realistic lip-syncing. The platform offers hundreds of diverse avatars, voices and customizable backdrops, and even enables scenarios where multiple avatars can interact with each other. It can automatically translate into more than 70 languages, and includes features like conversation modes and multiple-choice quizzes for assessing viewer engagement. Synthesia creates AI-generated videos, complete with voiceovers and realistic-looking avatars that represent various demographics and moods. Users upload their script, choose their avatar and customize their video’s layout. From there, the platform uses natural language processing anddeep learning techniques to generate footage that shows the avatar reading the script, along with additional voiceovers and supplemental text.

Generative AI is integrated into widely used software like Adobe Photoshop, becoming a standard tool for many creators. Presuming guilt before proof, such as accusing developers or artists of wrongdoing without evidence, violates widely held societal principles of fairness and justice. Premature accusations of guilt harm the individuals targeted and risk undermining the broader movement’s credibility. Addressing AI’s impact requires constructive advocacy, transparency, and evidence-based dialogue, not the divisive methods that alienate potential allies and harm the people the movement seeks to protect. Getting to spend time with these ideas has been really interesting for me, and I hope the analysis is helpful for those of you who use these kinds of models regularly.

• While this mass of AI was pitched at Samsung’s S25 event, the company has said it intends to bring these AI features to every capable Galaxy device, including last year’s S24 series.
• To make machines (and masters) seem intelligent and original, it is crucial to hide the labor and workers that enable their operation.
• “Hugo Boss remains committed to exploring digital innovations that align with our vision of becoming the leading premium tech-driven fashion platform worldwide.
• The electricity demands of data centers are one major factor contributing to the environmental impacts of generative AI, since data centers are used to train and run the deep learning models behind popular tools like ChatGPT and DALL-E.

Black Forest Labs has partnered with BurdaVerlag, a leading German media and entertainment company, to demonstrate the potential of the FLUX Pro Finetuning API. BurdaVerlag’s creative teams are using the tool to develop customized FLUX models tailored to their brands, such as the children’s publication Lissy PONY. This process results in customized models that maintain the generative versatility of the base FLUX Pro models while aligning outputs with specific creative visions. The tool supports multiple modes, including “character,” “product,” “style” and “general,” making it adaptable for a wide variety of use cases. The incident highlights the ubiquitousness of AI-generated art flooding the stock image market. “Hi! Quick note,” Collins wrote on Bluesky, minutes after news of the AI image started to spread.

Public sector and non-profits

An AI-generated hand might have nine fingers or fingers sticking out of its palm. Each time that I’ve tried generating text in my AI images (and failed), it’s often when I try to add too much text. To be honest, this happens whenever I try to create anything with more than 10 characters. In the same way that I suggest keeping your images simple, I think you should do everything you can to keep your text succinct. I wouldn’t recommend adding text via alternative tools if the words are supposed to be part of your image, but this is a good idea if you’re trying to create more of a graphic. It’ll work if you want to design a card, graphic, book cover, or something along those lines.

Right now, two types of sites are becoming widely used to generate images from text. And if you happen to find a decent stock photo, chances are it’s been used over and over again. STIs are collectively held visions of desirable futures that are shaped by the interaction of society and technology. These imaginaries represent how societies imagine their future possibilities, particularly in relation to scientific and technological advancements, and how they envision the role of technology in shaping social and political life.

Many AI image generators on the market shine in terms of speed, quality, and affordability. That said, there isn’t much more I’d like to see from image generators that could significantly improve the offerings. Furthermore, the future of AI image generators isn’t about updating current offerings, but rather moving from one-dimensional to three-dimensional renditions. It generates images with content from Getty Images’s vast creative library, meaning the images rendered are commercially safe.

“Our customers are seeking efficiency in their creative process without sacrificing quality or taking on risk. With these new features, we’re empowering businesses to create high‑quality, custom visuals at scale,” says Grant Farhall, Chief Product Officer of Getty Images. A good habit when using AI to generate images is to disclose that AI was involved in the process. Doing so helps build trust with your audience, as well as helps prevent misinformation from spreading.

ImageFX, powered by Imagen 3, can produce high-quality, realistic outputs, even of objects that are difficult to render, such as hands. We know some of the massive datasets that are employed for training the models, but there is probably more we don’t know, so we have to infer from what the models produce. If the model is producing high-contrast, brightly colored images, there’s a good chance the training data included a lot of images with those characteristics. When you use one of these hosted models, you give a text prompt and an image is returned. However, it’s important to note that your prompt is not the ONLY thing the model gets. There are also built in instructions, which I call pre-prompting instructions sometimes, and these can have an effect on what the output is.

And unlike a real creative director, Grok didn’t want to throw me out a window after the seventh round of changes. In fact, the first images I got from both didn’t match what I wanted at all. Right now, I see ChatGPT still ahead of Grok as far as its usefulness as a chatbot, while Grok is arguably superior at generating art. If you plan on growing your business or brand, you don’t want your site filled with unlicensed images that may come back to haunt you one day. Some will go to sites like Adobe Stock, iStock or Shutterstock to pay for an image. The aforementioned prompts were chosen to address possible gender bias, depictions of nature, and so on.

Dall-E did the best of text-to-image AI models I tried when it came to creating a caricature of an older man playing pickleball. The image is generally engaging and entertaining and doesn’t have major anatomical problems that are common witih AI. “But these AI-generated keep slipping through even when I hit ‘exclude Generative AI,’ they added. “What’s frustrating is that I’ll download the asset and when I’m editing it in Illustrator it has the unfinished uncanny edges of an AI image. Creators have long argued that the tech not only marks the death of originality, but cheapens human creativity and undermines the livelihoods of artists.

• To find the best AI image generators, I tested each generator listed and compared their performance across UI/UX, image results, cost, speed, and availability.
• Like when using ChatGPT and Copilot, you can access the text-to-image model while chatting with Gemini.
• ChatGPT’s versatility and conversational abilities make the chatbot a valuable tool across all sorts of industries, from customer service to creative writing.
• Ensuring sufficient high-quality training data must undoubtedly be incorporated into future work.

Samsung highlighted the Personal Knowledge Graph as well, one that also boasts about its privacy as providing cross-app knowledge of your life. AI images generated by Samsung will contain C2PA watermarks and metadata so as not to obscure their generative nature. On any screen, “AI Select” can suggest which AI tools would be most useful, like summarizing a long text message chain or editing photos. Microsoft Copilot is an AI assistant that can operate in Edge and Windows and as part of the Microsoft 365 suite.

Veo 2 creates incredibly high-quality videos in a wide range of subjects and styles. In head-to-head comparisons judged by human raters, Veo 2 achieved state-of-the-art results against leading models. While these advancements are exciting, they also raise important ethical questions.

Our thoughts, desires, and identities are mediated by the mechanisms of the market and anodyne commercial morality, which attempt to enclose common sense in order to control and exploit it. AI is accelerating an ongoing institutional collapse of authorship and taste. The high-culture museum has been exploded into an open-air county fair, and the elites—the masters—are scrambling to retain their special status. Haiper is a bit of an underdog in the AI video space but it is shipping a range of impressive features including templates and motion consistency. This feature lets you give it an image of a person, object or style and have it incorporate them into the final video output.

With AI image generators, you can type in a prompt that is as detailed or vague as you’d like. These tools can help with branding, social media content creation, and making invitations, flyers, business cards, and more. Is there anything to be gained about generational understanding from these images? I’d say that this project can potentially help us see how generational identities are being filtered through media, although I wonder if it is the most convenient or easy way to do that analysis.

If nothing else, you can think of purchasing from a stock agency as buying an insurance policy, especially as laws concerning AI images continue to evolve. Most risk-averse big companies will likely continue to go through the stock photo companies. Just as AI can generate photorealistic images of products, buildings and characters, it can also generate very realistic images of people. Our results were also mirrored across other domains such as ad creation, artificial design fiction, and medicine. In ad creation, “generating people remains the most difficult task that even fine-tuning cannot resolve with sufficient realism”42. In the medical field, GANs have experienced failures in image reconstruction details which can lead to loss of information or the creation of fake non-existent details44.

These case studies highlight that AI is not replacing human creativity but enhancing it. Generative models act as collaborators, providing new tools and perspectives for creators across various industries. They handle repetitive or complex tasks, allowing humans to focus on higher-level creative decision making. In the realm of writing, OpenAI’s GPT-3 has showcased the astonishing ability of AI to generate human-like text. In September 2020, the Guardian published an op-ed written entirely by GPT-3 titled, “A robot wrote this entire article. Are you scared yet, human?” The article stirred conversations about the future of journalism and the role of AI in media.

2) Sign in or create an account if the site requires you to have one to access the generator. Unlike DALL-E, the outputs from Craiyon aren’t as high quality and take longer to render — approximately a minute, which, all things considered, is still pretty quick. A banner at the top of the page also lets you know whether you should expect delays due to high traffic. Like with Copilot, you can chat and render your images on the same platform, which is convenient for projects that depend on image and text generation. Contributing authors are invited to create content for Search Engine Land and are chosen for their expertise and contribution to the search community. Our contributors work under the oversight of the editorial staff and contributions are checked for quality and relevance to our readers.