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Tag: FLAME University

  • Exploring Real Creativity in AI-Generated Art

    This article has been contributed by Dr. Sairaj Patki, Assistant Professor, Psychology, FLAME University.

    The Sony World Photography Awards unveiled the winning entry in their creative photo category in March: PSEUDOMNESIA: The Electrician, a black-and-white image of an older woman embracing a younger one. The shot is described in the press release as “haunting” and “reminiscent of the visual language of 1940s family portraits.”

    However, the artist, Berlin-based Boris Eldagsen, declined the medal. He declared that his photograph was not a real photograph. To everyone’s shock, the image had been created using DALL-E 2, an AI image generator.

    Owing to incidences like these, the creative world has been buzzing with chatter about AI taking over and about the seemingly morbid future of artists. Some artists, on the other hand, are embracing the new technology and exploring incorporating AI in creating artwork that traditional means do not allow.

    The burning question, however, is about human creativity. Is it the end of real creativity? Or is it just a nudge for us to reconsider and redefine human creativity?

    AI Art Generators
    The ‘Human’ Contribution to AI-Generated Art
    Keeping Real Creativity Alive

    AI Art Generators

    AI art generators make digital graphics from short lines of text, or ‘prompts’. They can develop a variety of art mediums, including music, collages, digital art, and others. They analyze existing art styles and compositions using neural networks and machine learning to develop new digital artworks. AI art generators may now be used to make logos, flyers, 3D representations, and more. MidJourney, Jasper, DALL-E, BlueWillow, and Leonardo AI are some AI art generators that have gained immense popularity in recent times.

    You need not know any programming language or have any hands-on artistic skills yourself. With these tools, anyone can create images (maybe it cannot all be called “art” yet) with a few clicks and within a few seconds. The image below, for instance, was created using the AI art generator, Leonardo AI, by providing the AI model with a brief series of prompts.

    Image Created by Prof. Sairaj Patki Using Leonardo AI
    Image Created by Prof. Sairaj Patki Using Leonardo AI

    The ‘Human’ Contribution to AI-Generated Art

    Let us first understand how AI generates art. Data (in this case, photos) is collected by AI art generators and utilized to train the AI using a deep learning model. Imagine how your drawing teacher in school would show you samples of artwork and ask you to recreate them. Machine learning goes through this same process but with millions of images available on the web or those uploaded by the art creator.

    Patterns, such as the style of specific pieces of art, are recognized by the ML model. The AI then uses these patterns to generate unique graphics in response to a user’s prompts. These prompts are the most crucial part of the process.

    The more detailed the prompt you give, the better the results generated by the AI. Iterative processes often also allow you to fine-tune your intended outcome by making several images. Some platforms even allow you to provide ‘negative prompts’, which help the model exclude things that must not appear in the final creation.

    Keeping Real Creativity Alive

    Any creative process begins with creative thoughts. A photographer, a cinematographer, a choreographer, a painter, or a writer, all go through a similar process. They visualize the final creation in their minds. They make keen observations of the world around them and seek inspiration from nature and earlier creators.

    Cognitive Psychologists describe and measure creativity using the concepts of divergent thinking and remote connections. While the AI has the advantage of having access to millions of ‘inspiring’ images, it still fails to make meaningful associations on some occasions. The most common example of the limitations of current AI art generators is the likelihood of creating human figures with six fingers or four toes.

    Can we revisit our traditional definitions of creativity? Can we train the younger generation of artists to use AI as a tool to boost their creations? The core training of keen observations, critical evaluation of existing work, and visualization will remain crucial even in the near future. The ways of assessing and judging creativity would change. For instance, an individual generating more complex and intricate prompts leading to a more realistic and flawless image may be termed more creative than one who cannot.

    In short, we will have to become more creative about defining, measuring, and executing human creativity if we do not wish to feel obsolete before the competition given by AI.

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  • Omnichannel Marketing: How to Effectively Reach and Engage Customers Across Multiple Channels

    This article has been contributed by Prof. Aakash Kamble, Faculty of Marketing, FLAME University.

    Consumers interact with brands through multiple channels in today’s digitally driven world. The distant concepts of online and in-person shopping are intertwined today due to rising trends like buy-online-collect-in-store. A shift is seen in customer expectations as they may research the products and services on the website, visit a store for product demonstrations, and finally purchase through mobile apps.

    Customers expect a seamless and consistent brand experience across their preferred channels; social media, websites, mobile apps, or traditional stores. All this culminates in omnichannel marketing, which acts as an integrated approach for providing customers with a seamless and consistent experience across multiple channels like social media platforms, websites, mobile applications, emails, and traditional brick-and-mortar stores. Businesses that leverage each channel’s strengths through consistent messaging and branding can effectively reach and engage customers. Creating a seamless and positive customer experience may reduce churn and build a positive brand reputation.

    The Power of Omnichannel: Key Ingredients for Success

    Before diving deep into understanding omnichannel, businesses need to realize that omnichannel is different from multichannel marketing. In multichannel marketing, companies employ various disconnected channels for customers to use independently. As against this, omnichannel provides an integrated and seamless experience across multiple customer touchpoints. Businesses need to understand that, under an omnichannel approach, customers move fluidly between channels and touchpoints. Companies may use the five key ingredients to ensure fluidity between channels under the omnichannel strategy.

    • Convenience: As customers are time-strapped, convenience becomes a central requirement for a strong customer experience.
    • Consistency: When building businesses, keeping a unified brand presence and consistent messaging is prime, as it will create customer trust and loyalty.
    • Relevance: Localized, personalized, and real-time interactions are some of the key expectations of customers. Tailoring businesses around these aspects enables them to reduce churn and retain customers.
    • Empowerment: Brands today must empower customers by providing detailed information about their benefits, thus resulting in loyalty and a higher return on investment.
    • Agility: Brands need to understand changing customer preferences and behaviors, market shifts, and technological advancements to leverage them to stay relevant. Businesses must adapt their approach to adopting opportunities when markets present them.

    Key Components for Reaching and Engaging Customers

    Omnichannel marketing involves several key components that contribute to its effectiveness in reaching and engaging customers across multiple channels. Integrating data, consistent branding, personalized messaging, and a customer-centric approach are essential for effectively reaching and engaging customers in today’s omnichannel landscape.

    • Customer-centric approach: Businesses need to understand customers’ tastes, needs, preferences, and behaviors by placing them at the center of their business endeavors. Collecting data from different channels and analyzing it to gain insights and create personalized experiences helps businesses achieve this.
    • Consistent branding and messaging: A consistent and strong brand identity across channels, from visuals to logos to color palettes to messaging, helps build brand recognition and trust.
    • Seamless integration: Channels must be interconnected for smooth customer transition between various touchpoints without disruptions.
    • Personalization and targeting: Delivering personalized experiences and targeted messaging across channels will increase relevance and customer engagement.

    Effective Strategy for Omnichannel Marketing

    Omnichannel marketing enables businesses to create the right message for the right customer at the right moment, thus driving sales, increasing brand reputation and trust, and resulting in a positive customer experience. While it may sound simple, strategizing for profitable results requires precision planning and implementation across customer touchpoints.

    Mapping the Customer Journey

    Businesses need to understand the customer journey based on their interactions with the brand and its shortcomings. One needs to start by identifying customer demographics, customer pain points regarding the brand, where they hang out, and how they make purchase decisions. This enables businesses to track the customer journey and helps them create insights, thus influencing their purchase decisions.

    Create a Consistent Brand Presence

    Though it may look like a small part of omnichannel marketing, it is crucial. As discussed earlier, all the touchpoints and channels must bear the same logo, color palettes, and similar branding and marketing messages. Businesses need to be consistent with their branding efforts, not perfect, as every channel carries a certain unique set of characteristics that are difficult to emulate across all channels.

    Cross-Channel Communication

    Businesses must establish consistent messaging and communication strategies across channels. Customers must receive the same brand experience regardless of the channel or touchpoints they engage with. For example, if a customer adds an item to the cart through the website, they should be able to make payment through the mobile app and collect the product from the store.

    Channel Optimization

    Every channel has unique characteristics, strengths, and limitations; hence, businesses need to optimize them to deliver a seamless experience. Social media platforms can be excellent channels for customer engagement and brand awareness, whereas email is employed for targeted promotions and personalized offers.

    Get the Context Right

    Context is the most crucial part of an omnichannel marketing strategy. Sending the wrong and distorted messages to the wrong audiences can spell disaster. The insights gathered through data will enable businesses to understand users’ active time and accordingly send targeted and personalized messages, thus resulting in better conversion.

    Continuously Measure and Refine

    Businesses must track the performance of their strategies across channels. Based on the data insights generated through measurement, they must refine and realign their approach based on what best resonates with the customers.

    Conclusion

    In today’s cohesive era, businesses must embrace omnichannel marketing to create a personalized, interactive, and unified customer journey and experience. By leveraging the strengths of different channels and being present at various customer touchpoints, businesses can improve marketing efficiency, build brand recognition and trust, and create loyal and engaged customers.

    Ultimately, businesses must develop a strategic plan to build a coherent and aligned experience across multiple channels. Companies are realizing the potential of omnichannel marketing and are thus embracing it to reach their customers. By understanding customer preferences, maintaining consistent branding, integrating channels seamlessly, and personalizing interactions, businesses can provide a superior and cohesive customer experience. As technology advances and consumer expectations evolve, embracing omnichannel marketing will be essential for businesses to stay competitive and build long-lasting customer relationships.

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