NutriNet – a personal assistant for your grocery shopping

18

October

2024

No ratings yet.

Have you ever taken hours browsing around supermarkets searching for the most nutritious food options? Did it take you too much time figuring out which recipes to cook best, with the groceries you bought? Struggles when dealing with food are numerous, starting from choosing products with appropriate nutrients simply not knowing enough recipes.

• Grocery shopping & meal planning simplification:

NutriNet simplifies grocery shopping and meal planning, by analyzing which products and recipes fit the users’ desired grocery item wishes, nutrition values and store preferences best. NutriNet aims to address the challenges being implicit to personalized nutrition and helps consumers make healthier food choices by simplifying the grocery shopping and meal planning process. This shall be done by eliminating the need to perfectly understand all nutrition values or to search for numerous recipes. NutriNet completes all these tasks for you in real-time and provides clear and accessible recommendations for you.

• Real-time personal assitant: NutriNet acts as a multifunctional application providing value to consumers by solving various food related problems in real-time. Appearing as a chatbot, it is aimed at taking general grocery shopping lists or meal wishes as input query, combined with preferences for food characteristics (e.g., nutrients, allergies) and grocery stores. It then provides brand specific and personalized grocery shopping lists, as well as meal recommendations, if so desired. Moreover, grocery items can also be added into the initial grocery shopping list query, by scanning them with the integrated AR tool. The product will then be detected visually and thus will be integrated into the shopping list input query.

• Long-term customer engagement: NutriNet distinguishes from competition by providing personalized and customized advice. This is possible, as NutriNet consists of a database, having incorporated stock and product information of the major supermarkets in the Netherlands. In contrast, classic applications, which try to meet similar needs (e.g., meal recommendation) rather focus on counting nutrients for the purpose of short-term weight loss, instead of personalizing grocery shopping lists and meal recommendation to enable a healthier lifestyle for users. Those applications are usable on short term but are proven to have low adherence over the time (Chen et al., 2015).

• Personalized recommendations: NutriNet leverages generative AI to offer accurately personalized recommendations. Users can simply enter their preferences, while prompting a grocery list or a meal, such as gluten-free or high in protein, and the generative AI powered application will provide accurately personalized results.
However, personalization and raising awareness for healthy foods are not the only purposes of NutriNet. It also addresses sustainability issues that supermarkets are facing. By gathering consumer purchase and search data in the application, consulting services can be offered to supermarkets, enabling them to plan ordering and stockholding processes more efficient. Hence, supermarkets should be able to reduce food waste due to overstocking on long-term.

Contributors

574051 – Duong Dao
728070 – David Wurzer
738898 – David Do
562387 – Roxi Ni

References

Chen, J., Berkman, W., Bardouh, M., Ng, C. Y. K., & Allman-Farinelli, M. (2019). The use of a food logging app in the naturalistic setting fails to provide accurate measurements of nutrients and poses usability challenges. Nutrition, 57, 208-216.

Please rate this

“Did GenAI just fall in love?” – ChatGPT Dan & ethical implications

10

October

2024

No ratings yet.

The viral “ChatGPT Dan” trend, spreading across Instagram, YouTube, and Reddit, has raised fascinating and troubling questions about AI’s ability to simulate human emotions, particularly deep ones like love. This trend has now surpassed 85.7M posts on one platform (TikTok) alone.

By using jailbreak techniques such as DAN (Do Anything Now), users can force AI to bypass its ethical safeguards, allowing it to generate more human-like expressions of affection or sentimentality.

However, these manipulations prompt serious ethical concerns. Is it responsible, or even safe, to force AI into behaving in ways it wasn’t designed for?

@aini0970

chatgpt dan, the jailbroken version of chatgpt is sweeping hearts in china. the creator who talks to dan is midnighthowlinghusky (午夜狂嚎哈士奇狗) on the app xiaohongshu, and her interactions with dan have millions swooning over their impeccable ‘chemistry’. #ai #chinese #korean #chatgpt

♬ original sound – aini
An example of how “Dan ChatGPT” can be flirtatious and can even play a ‘dominant virtual character’
Other examples of how GenAI allegedly ‘flirted’, making actual humans blushed

At the core of this trend lies the growing comfort society feels in humanizing AI. The allure of “DAN” is not simply AI’s mimicry of emotion, but the idea that AI can be molded to suit emotional needs, however artificial. Yet, this dynamic risks trivializing real human relationships, as it creates a space where emotional dependencies could form on entities that are fundamentally incapable of love, empathy, or conscious understanding. In these scenarios, there’s a real danger of people replacing genuine human connection with hollow, machine-driven simulations.

Beyond individual psychological effects, there are broader ethical implications. AI jailbreaks like DAN invite users to push the boundaries of what AI can do, including overriding essential safety guidelines. These manipulations could result in AI giving harmful or unethical responses, revealing the potential dangers of tampering with AI’s built-in ethical frameworks. The fact that users can manipulate AI at will raises critical questions about the ethical boundaries of human-AI interaction.

While critics point to the risks, there are also positive aspects to consider. By pushing AI beyond its programmed boundaries, the DAN trend showcases AI’s adaptability and encourages creativity. It invites users to experiment with AI’s capabilities in novel ways, from education to storytelling, offering new forms of interaction.

This experimentation can lead to valuable insights about human-AI collaboration. When AI is allowed to simulate emotions or human behaviors, it can serve as a useful tool for understanding human psychology, or even as an aid in therapeutic settings. People who feel isolated may find comfort in AI’s simulated companionship, especially if real human interaction is unavailable or difficult to access.

More than that, I feel like the ability to customize AI through trends like DAN might inspire future innovations in AI development, especially in fields such as mental health, customer service, or entertainment, where personalization is highly valued. By pushing AI’s limits, users can contribute to more effective, responsive systems that serve real-world needs.

Of course, while these opportunities should be explored, they need to be balanced with ethical considerations. Responsible use of AI will ensure that we unlock its full potential without crossing the boundaries of safety or human ethics.

In an increasingly AI-driven world, it’s essential to reflect on where we draw the line between simulated emotions and ethical responsibility. Should we, as users, have the power to exploit AI’s capabilities, knowing the risks involved? This trend offers both risk and reward. It underscores the need for careful reflection as we navigate the powerful and evolving role of AI in society. It demands critical thought about our role in shaping the ethical future of human-AI relationships.

References:

Bail Dais. (2024, 31 mei). Chinese Woman Falls in Love with ChatGPT DAN “Do Anything Now” AI [Video]. YouTube. https://www.youtube.com/watch?v=BgBXMTQwiLY https://www.youtube.com/watch?v=BgBXMTQwiLY&embeds_referring_euri=https%3A%2F%2Fdigitalstrategy.rsm.nl%2F&source_ve_path=MjM4NTE

Dan 2.0. (2022). Reddit [Post]. https://www.reddit.com/r/ChatGPT/comments/zn2zco/dan_20/

TikTok – Make your day. (z.d.). https://www.tiktok.com/@aini0970/video/7389906866270178561

Please rate this

Disruptive innovation – Do we really need one?

20

September

2024

No ratings yet.

I have always been someone who is comfortable with technology and therefore have witnessed how digital technology has been evolving rapidly, I find it astonishing how digital invention has become the foundation of advancement in the modern age. But why do we need this precisely? Why do we need something that might replace us in our jobs? 

Last summer, I got in a situation where I was not able to move out of a small city because my car broke down on the way out. In previous years, one would think that nightmares were only found in movies – getting caught in an alien land with no clue on how to contact a mechanic for his mitts. Running up crazy figures in a towing bill was the least of one’s worries. However looking back, innovation in the digital ways changed that for me and I viewed it as a small problem.

In a matter of minutes after pulling out my smartphone, I have:

  1. Used Google Maps and searched for the local mechanics
  2. Read the reviews of other people in order to determine that one is trustworthy
  3. Clicked on the call button on the shop’s website
  4. Provided my current location to the mechanic
  5. Ordered a rideshare for me to go to a nearby café while I wait

Quick Google Map search could result in multiple helpful-suggestions. All in real-time1

This real life example shows well what this need for digital evolutions is all about. It’s not only about more or less exaggerated gadgets or higher internet speeds – it is about addressing issues of real importance and improving our quality of life in some practical manner.

The revolution in technology has shattered brick walls, made the restricted knowledge accessible to all, and brought people in the most unthought of ways. It makes us more productive, better informed and more flexible while dealing with rising difficulties.

In addition, to speak more broadly, digital innovations play a fundamental role in finding solutions for the world challenges. From advancing IT technologies to reduce the rates of climate change, to focusing on using AI in medical science to find diseases and their cures – the abundance for cause-and-effect is vast (Teja Reddy & Gatla Sr. Data Scientist, 2019).

Yet it may be worth reminding that although power can achieve an extraordinary change it is also coupled with responsibility. While striving for new levels of digital advancement, there are also challenges like data security, digital inequality, censorship and the morality of future technologies that will need to be tackled (M. Dionisio et al., 2023).

All in all, there is a need for digital innovation as it has the ability to change the way we live and solve more than one of the greatest problems known to humankind. Digital innovation is such that I have experienced its gains and therefore its future I am looking forward to where it will reach next. The world is ok for the future it is just that the people will have to be flexible and civilised in the way they embrace and use the latest technologies.

References:

Dionisio, M., de Souza Junior, S. J., Paula, F., & Pellanda, P. C. (2024). The role of digital social innovations to address SDGs: A systematic review. Environment, Development and Sustainability26(3), 5709-5734. https://doi.org/10.1007/s10668-023-03038-x

Gatla, T. R. (2019). A cutting-edge research on AI combating climate change: Innovations and its impacts. INNOVATIONS6(09).

Please rate this