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Expanding the Generative AI Design Space through Structured Prompting and Multimodal Interfaces

Karnatak, Nimisha, Baranes, Adrien, Marchant, Rob, Zeng, Huinan, Butler, Tríona, Olson, Kristen

arXiv.org Artificial Intelligence

Text-based prompting remains the predominant interaction paradigm in generative AI, yet it often introduces friction for novice users such as small business owners (SBOs), who struggle to articulate creative goals in domain-specific contexts like advertising. Through a formative study with six SBOs in the United Kingdom, we identify three key challenges: difficulties in expressing brand intuition through prompts, limited opportunities for fine-grained adjustment and refinement during and after content generation, and the frequent production of generic content that lacks brand specificity. In response, we present ACAI (AI Co-Creation for Advertising and Inspiration), a multimodal generative AI tool designed to support novice designers by moving beyond traditional prompt interfaces. ACAI features a structured input system composed of three panels: Branding, Audience and Goals, and the Inspiration Board. These inputs allow users to convey brand-relevant context and visual preferences. This work contributes to HCI research on generative systems by showing how structured interfaces can foreground user-defined context, improve alignment, and enhance co-creative control in novice creative workflows.


Monetize your content: Squarespace launches new updates

PCWorld

With the launch of Refresh 2024, Squarespace has made significant improvements to its web design and content management platform. The update, released at the end of September, marks a new era for the service by offering even greater design flexibility and a smoother workflow for its users. The most tangible change with Refresh 2024 is the increased freedom in how you can customize your website. Squarespace has always been known for its elegant templates and ease of use, but with this update you get even more tools to create a unique page that truly reflects your brand. The new version gives you more options to adjust layouts, color schemes, and fonts in a simple and intuitive way.


5 AI Websites That Will 10x Your Productivity

#artificialintelligence

Today everyone is wondering the capabilities of AI and searching the possibilities of enabling these cool technologies in their business and personal life to boost productivity. I would like share 5 cool AI website no one talked about. Illustroke is a website that allows users to easily create vector images from text prompts. The platform utilizes advanced machine learning algorithms to generate high-quality illustrations that can be used for various purposes, such as blog posts, social media graphics, and more. With Illustroke, users can quickly and easily generate custom illustrations that are tailored to their specific needs, making it a valuable tool for anyone looking to add a visual element to their content.


Utopia Computers' Craig Hume introduces ChatGPT – PCR

#artificialintelligence

Time is our most valuable resource. Every one of us wakes up with 24 hours and, if you're anything like me, you've read more books and listened to more podcasts than you can shake a stick at to learn how to maximise those 24 hours. Well, in December last year, I discovered an Artificial Intelligence (AI) tool that sent me down a path of huge discovery and time-saving and today, I want to share this tool with you which is, best of all, free to use. As a small business owner in the PC industry, time is of the essence. If you're like me, you're constantly juggling multiple tasks and trying to find ways to streamline your operations.


10 Ways You Can Use ChatGPT for Your Content Marketing

#artificialintelligence

As a solo or small business owner, you know how important content marketing is for your business. But coming up with ideas, writing and editing content, and promoting it can be time-consuming and overwhelming. That's where ChatGPT comes in. This powerful artificial intelligence (AI) tool can help you save time and effort on your content marketing by generating ideas, writing and editing content, and promoting it. In this blog post, you'll learn ten ways to use ChatGPT for your content marketing.


Senior Analytics Engineer

#artificialintelligence

GlossGenius is building an ecosystem enabling entrepreneurs to succeed. We empower small businesses owners to focus on being creators, not admins, by offering a range of business management tools including booking and scheduling, marketing, analytics, payment processing and much more. Tens of thousands of small business owners have chosen to rely on GlossGenius every day to run their entire set of business operations. With its powerful, intuitive platform, GlossGenius is some part a fintech company, some part an SMB software company, while its vibrant, distinguished brand makes it some part a consumer company. As a Senior Analytics Engineer, you will be responsible for building and fine tuning a scalable data warehouse that drives impactful business outcomes as GlossGenius continues to grow.


What Do Small Business Owners Need to Know About Data and A.I.?

#artificialintelligence

I'm a data scientist, among other things, and my profession is one of several that regularly works with A.I., so I spend a lot of time talking to other data scientists, as well as founders and small business owners. I'm also a journalist, and in that role I've noticed that there's a substantial gap in the conversations between the technical professionals who implement solutions and the business leaders who need them. In the coming weeks and months, I'll be digging deeply into the nuts and bolts of what founders want--and need--to know in this series on A.I. for small business. You can reach out to me on Twitter with any questions or thoughts; you can also use the handy form we've included below. Here are some of the questions we'll answer:


AI Sommelier Generates Wine Reviews Without Ever Opening A Bottle - AI Summary

#artificialintelligence

An interdisciplinary group of researchers developed an artificial intelligence algorithm capable of writing reviews for wine and beer that are largely indistinguishable from those penned by a human critic. Wine and beer reviews also make a great template for AI-generated text, he explains, because their descriptions contain a lot of specific variables, such as growing region, grape or wheat variety, fermentation style and year of production. "It only understands binary 0's and 1's." Kopalle adds that his team would like to test the algorithm's predictive potential in the future--to have it guess what an as-yet-unreviewed wine would taste like, then compare its description to that of a human reviewer. "An online product review has the ability to really change people's opinion," notes Ben Zhao, a machine learning and cybersecurity expert at the University of Chicago, who was not involved in the new study.


How Artificial Intelligence Is Reshaping Small Businesses - DataScienceCentral.com

#artificialintelligence

Artificial intelligence, or AI, technology is continuously reshaping small business processes, techniques, and strategies. Businesses of all sizes are always looking to AI to accelerate repetitive tasks, minimize human errors, and increase accuracy. In fact, over 25% of businesses will use AI in their operational processes by the end of 2020. As a result, AI capability is expected to remain here to stay. To ensure that you are not left behind the competition, small business owners should jump on the growing artificial intelligence trend as soon as possible.


Data Engineering - Team Lead (Remote - North Americas)

#artificialintelligence

It turns out… unicorns are real! In fact, FreshBooks just became one after raising our valuation to more than $1 billion. And ever since launching in 2003, we've been on a steady incline towards one goal: Building easy-to-use accounting software for small business owners. It's the goal that's driven us to expand into five offices, serving customers in over 160 countries. And it's the goal we'd love for you to be a part of as a member of our global team as we continue our journey.