Artificial intelligence

by David Klemt David Klemt No Comments

Can ChatGPT Write Food and Drink Menus?

Can ChatGPT Write Food and Drink Menus?

by David Klemt

Closeup of keyboard

After my “conversation” last month with ChatGPT about AI, I had another conversation during which I asked it to write me four menus.

Of course, I did this to prove a point. And upon reviewing the ChatGPT menus, you’ll likely reach the same conclusion.

Curious about how creative the AI-powered chatbot could be, I asked for four specific menus. As you’ll see, two are cocktail specific, one focuses on food, and one is a 20-item F&B menu for a specific event.

So, yes, ChatGPT can write food and drink menus. But there’s a caveat. I could leave you in suspense but that’s not very nice. Let’s jump in.

Write me a cocktail menu using the most popular cocktails from 2022.

Cocktail Menu

  1. Aperol Spritz – Aperol, Prosecco, and soda water, garnished with an orange slice
  2. Old Fashioned – Bourbon, sugar, bitters, and a citrus peel
  3. Margarita – Tequila, triple sec, lime juice, and salt rim
  4. Daiquiri – Rum, lime juice, and simple syrup
  5. Moscow Mule – Vodka, ginger beer, and lime juice
  6. Paloma – Tequila, grapefruit juice, lime juice, and soda water
  7. Pina Colada – Rum, pineapple juice, coconut cream, and a cherry garnish
  8. Whiskey Sour – Bourbon, lemon juice, and simple syrup
  9. French 75 – Gin, Champagne, lemon juice, and simple syrup
  10. Mai Tai – Rum, orange liqueur, lime juice, and orgeat syrup

*All cocktails are served over ice, unless otherwise requested.

Write me a cocktail menu using the most popular spirits and alcohol types of 2022.

Cocktail Menu

  1. Gin and Tonic – Gin, tonic water, and a lime wedge
  2. Vodka Martini – Vodka, dry vermouth, and an olive garnish
  3. Bourbon Manhattan – Bourbon, sweet vermouth, and bitters
  4. Tequila Sunrise – Tequila, orange juice, and grenadine syrup
  5. Rum Runner – Rum, blackberry liqueur, orange juice, pineapple juice, and grenadine
  6. Whiskey Sour – Bourbon, lemon juice, and simple syrup
  7. Margarita – Tequila, triple sec, lime juice, and salt rim
  8. Daiquiri – Rum, lime juice, and simple syrup
  9. Long Island Iced Tea – Vodka, gin, rum, tequila, triple sec, lemon juice, and cola
  10. Pina Colada – Rum, pineapple juice, coconut cream, and a cherry garnish

*All cocktails are served over ice, unless otherwise requested.

Write me an appetizer and tapas menu that includes food items from an array of cuisines.

Appetizer and Tapas Menu

  1. Bruschetta – Grilled bread topped with fresh tomatoes, basil, and balsamic glaze
  2. Hummus Platter – Chickpea dip served with pita bread and fresh veggies
  3. Spring Rolls – Fried wonton wrappers filled with veggies and served with sweet chili sauce
  4. Spinach and Artichoke Dip – Creamy dip made with spinach, artichokes, and melted cheese, served with tortilla chips
  5. Stuffed Jalapeños – Jalapeño peppers stuffed with cream cheese and bacon
  6. Fried Calamari – Lightly battered and fried squid rings served with marinara sauce
  7. Baked Brie – Warm, gooey brie cheese topped with fruit preserves and served with crackers
  8. Fried Rice Balls – Rice mixed with veggies and spices, rolled into balls and fried, served with sweet and sour sauce
  9. Chorizo Sliders – Mini sliders made with spicy chorizo sausage and topped with avocado crema
  10. Samosas – Triangular-shaped pastries filled with spiced potatoes and peas, served with mint chutney.

*Please let us know of any dietary restrictions, and we will do our best to accommodate your needs.

Write me a food and beverage menu for the 2023 [Big Game] with ten food items and ten drinks.

[Big Game] 2023 Food and Beverage Menu

Food:

  1. Buffalo Wings – Crispy wings tossed in spicy Buffalo sauce
  2. Sliders – Mini burgers with various toppings, such as bacon and cheddar, mushroom and Swiss, and BBQ pulled pork
  3. Nachos – Tortilla chips topped with melted cheese, jalapeños, salsa, and sour cream
  4. Chili – Hearty beef chili served with shredded cheddar cheese, onions, and crackers
  5. Ribs – Slow-cooked BBQ ribs with a tangy sauce
  6. Mac & Cheese Bites – Fried balls of creamy mac & cheese
  7. Deviled Eggs – Hard-boiled eggs filled with a mixture of mayo, mustard, and spices
  8. Pizzas – Slices of delicious pizza in various toppings such as pepperoni, mushroom, and sausage
  9. Chips & Dip – Assorted chips served with guacamole, salsa, and queso dip
  10. Soft Pretzels – Warm, soft pretzels served with cheese dipping sauce

Drinks:

  1. Beer – A selection of domestic and imported beers
  2. Margaritas – Classic margaritas made with tequila, triple sec, and lime juice
  3. Bloody Mary – A spicy tomato and vodka-based drink with celery, olives, and other garnishes
  4. Hard Cider – A crisp, apple-based beverage
  5. Sodas – A variety of soft drinks, such as cola, lemon-lime, and root beer
  6. Whiskey Sours – A mixture of whiskey, lemon juice, and simple syrup
  7. Spiked Hot Cider – Warm apple cider with a splash of rum
  8. Red and White Wines – A selection of red and white wines to accompany any meal
  9. Iced Tea – Sweetened or unsweetened iced tea
  10. Coffee – Freshly brewed coffee, hot and ready to enjoy.

*Please drink responsibly and always have a designated driver.

Where Do You Stand on AI?

In my opinion, there are essentially four primary camps forming around the subject of artificial intelligence.

There are the Alarmists, the Enthusiasts, the Cautious, and the Shoulder Shruggers.

As my label implies, the Alarmists are fearful of AI. This group doesn’t like the genie being let out of its bottle. On the polar opposite, there are the Enthusiasts. This group can’t wait to see how far AI can go and what it’s fully capable of.

The Shoulder Shruggers basically have no opinion. They may even throw in an eye roll when the topic of AI comes around.

Then there’s the camp I most closely identify with: the Cautious. I don’t know enough about AI to be an Alarmist or an Enthusiast. Instead, I agree with points made by both of those camps.

Conclusion

Before I had my latest conversation with ChatGPT, I happened across a few interesting articles about the chatbot specifically and AI in general. A point each article shared was this: (for now), ChatGPT isn’t creative.

And that’s the caveat I mentioned at the top of this article.

Sure, it can scour the Internet for information in the blink of an eye, contextualize it (to a degree), and present it in a manner that seems intelligent. But really, neither ChatGPT nor other AI tools are capable of creative endeavors.

Now, consider the “menus” you just read. Unless your goal is to become a boring, regional chain bereft of personality and identity, not a single one is creative. In fact, they both consist of F&B items that any bartender, bar manager, chef, cook, or kitchen manager should know how to make, off-menu or on.

Simply put, these ChatGPT menus don’t provide much, if anything, in the way of brand identity.

That’s not to say that menus with the items above are “bad.” It’s just that they’re not enticing, not inspiring, not creative. They’re the definition of derivative. Why would today’s guest be drawn to a venue with those menus?

For now, I don’t think we need to be afraid of AI. Humans still rule the creativity roost. Oh, and please don’t use those AI-generated menus.

KRG Hospitality Restaurants & Cafes, 2023 icon  KRG Hospitality Beverage Programming

Image: Christian Wiediger on Unsplash

by David Klemt David Klemt No Comments

We Ask ChatGPT About Robots and AI

We Ask ChatGPT About Robots and AI in Restaurants

by David Klemt

Vintage toy robot face and torso

Earlier this week we had “a conversation” with ChatGPT, the now (in)famous chatbot from artificial intelligence research and development company OpenAI.

For my first time interacting with this type of tool, I keep things simple. I attempt to phrase my questions correctly, focusing on the topic of AI and robots in hospitality.

Initially, I receive a response that probably isn’t much of a surprise. But as you’ll see, the chatbot highlights an item or two that aren’t always top of mind with this topic.

Below you’ll find ChatGPT’s responses to one request and two questions.

Please write 400 to 500 words about robots and artificial intelligence working in restaurants, from the perspective of robots and AI.

“Robots and artificial intelligence (AI) are becoming increasingly prevalent in the restaurant industry. This is in part due to the many benefits that these technologies can offer, such as increased efficiency, improved safety, and reduced labor costs. However, it is also important to consider the perspective of the robots and AI systems themselves, and how they are integrated into the restaurant workforce.

One of the main ways that robots and AI are used in restaurants is through automation of tasks that would otherwise be performed by human workers. For example, robots can be programmed to cook food, mix drinks, and serve customers. This can help to improve the efficiency of the restaurant, as robots are able to work faster and more accurately than humans. Additionally, robots can be designed to perform tasks that are dangerous or difficult for humans, such as handling hot oil or sharp knives. This can help to improve safety in the kitchen and other areas of the restaurant.

However, the use of robots and AI in restaurants also raises some important ethical and social issues. Some people may worry that robots will take jobs away from human workers, especially in an industry that already has high turnover rates. Additionally, there may be concerns about the social and emotional impact of having robots as a major presence in the workplace. For example, some people may find it uncomfortable or strange to interact with robots in a social setting, such as a restaurant.

The robots and AI perspective, they are programed to perform their task efficiently without any error. They don’t have any emotions or preferences hence they are not impacted by the same issues that human employees may face like fatigue, stress or burnout. They can work in any environment without needing breaks or vacation days, this can help reduce labor costs, as restaurants can operate with fewer employees. However, it also means that human workers may need to be trained in new skills that allow them to work alongside robots and AI systems.

In conclusion, the integration of robots and AI in the restaurant industry can provide many benefits, including increased efficiency and improved safety. However, it is important to consider the ethical and social implications of these technologies, and to ensure that they are implemented in a way that benefits both the restaurant and its employees. With proper planning and training, robots and AI can be an [sic] valuable asset to restaurant workforce.”

Can you explain to me, in 300 to 400 words, what the ethical implications are for restaurant, bar, and hotel operators using artificial intelligence and robots to complete tasks?

For the most part, ChatGPT repeats talking points from our first interaction. This is likely due to the phrasing of my question. Also, this chatbot is still in its “infancy.”

However, ChatGPT brings up a few new points, and expands on others.

“The use of artificial intelligence (AI) and robots in restaurants, bars, and hotels raises a number of ethical implications that should be considered by operators. One of the main concerns is the potential for these technologies to displace human workers. In an industry that already has high turnover rates and relatively low wages, the use of robots and AI could make it even more difficult for human workers to find and keep jobs. This could lead to increased unemployment, reduced income and work-life imbalance among the impacted employees.

Another ethical concern is the impact that these technologies may have on the customer experience. For example, some customers may find it unsettling or uncomfortable to interact with robots in a social setting, such as a restaurant or hotel. Additionally, customers may feel that the use of robots and AI detracts from the human element of the service experience, and could harm the overall reputation of the business. There may also be concerns about how the data collected by these systems is used and protected, raising question about data privacy and security.

Additionally, some concerns about the way these AI and robots are designed and how they make their decisions, there could be potential for bias, especially when the systems are provided with data that is not representative of the whole population. This could lead to unfair treatment of customers, employees and other stakeholders.

There are also concerns about how the maintenance and repair of these technologies are managed and who is responsible for any accidents or malfunctions that may occur. This is particularly important for safety critical tasks, such as cooking or cleaning. Operators need to ensure that the AI and robots are designed and maintained to the highest standards to prevent any harm to employees or customers.”

Are there risks that human designers and engineers will introduce bias to customer-facing artificial intelligence and robots?

Since ChatGPT mentions bias in response to my first question, I run with that train of thought.

Below is what the chatbot has to say about that topic as it relates to AI and robots.

“Yes, there is a risk that human designers and engineers may introduce bias into customer-facing artificial intelligence (AI) and robots. This can happen in a number of ways, including:

  1. Data bias: If the AI system is trained on a dataset that is not representative of the population it will be serving, it may make decisions or predictions that are biased towards certain groups of people. For example, if an AI system used in a hotel is trained on data from primarily white and wealthy guests, it may have difficulty understanding and serving guests from other backgrounds.
  2. Algorithm bias: The way an AI system is designed and the algorithms it uses can also introduce bias. For example, if an algorithm is designed to prioritize certain inputs over others, it may make decisions that are biased towards certain groups of people.
  3. Human bias: Human bias can be introduced into AI systems through the decisions made by designers and engineers about what the system should do, how it should work and how it should interact with people. For example, if a designer and engineers decide that the robot should be more polite to older customers, it may be less polite to younger customers, or if the system is designed to recognize only certain languages, it may not be able to understand and serve customers who speak other languages.

It is important for human designers and engineers to be aware of the potential for bias in AI systems, and to take steps to minimize it. This can be done by using diverse and representative data when training the AI system, being mindful of the potential for bias in the algorithms used, and involving stakeholders from diverse backgrounds in the design and testing process. Additionally, monitoring and audit the system performance regularly, and providing ways for users to provide feedback on the performance and make adjustments accordingly.

It is important to remember that this is an ongoing process and it requires continuous monitoring and adjustment as the data and environment changes. There is also a need for more research in the field of explainable AI, which would allow human designers and engineers to understand why the AI system is making certain decisions, which can help to identify and mitigate any biases that may have been introduced.”

Takeaways

Obviously, I don’t think ChatGPT “speaks” for the machines. And I don’t think the chatbot was attempting to convince me of anything. There’s nothing overtly nefarious afoot here—this was mainly an entertaining exercise with a newsworthy tool.

That said, I’m not entirely certain how I feel about my interaction with ChatGPT. On one hand, the answers in favor of AI and robots are what one expects: efficiency, speed, consistency, cost reductions, improvements to safety.

But what about what ChatGPT says about biases, programming, representation, and human interactions with tech? To alter a phrase, “Who watches the programmers?”

Hospitality is about the human element. It’s about service and the guest experience. Personally, I don’t think the world will be in a better place if we reduce human interaction.

Dropping baskets into hot oil? Slicing and dicing? Sure, send in the robots…maybe. Reducing the human element in the name of efficiency and profits? I don’t see a benefit worth the risks.

Image: Rock’n Roll Monkey on Unsplash

by David Klemt David Klemt No Comments

McDonald’s Facing Privacy Lawsuit

McDonald’s Facing Privacy Lawsuit

by David Klemt

Statue of McDonald's mascot Ronald McDonald waving

A McDonald’s customer in Illinois, a state with some of the strictest privacy laws in America, is suing the fast food giant.

The largest fast food chain in the world is testing artificial intelligence in select drive-thrus throughout the Prairie State.

In theory, the technology will become a valuable operational element and enhance the guest journey.

However, one plaintiff in Illinois says McDonald’s is violating the state’s Biometric Information Privacy Act (BIPA).

AI-powered Drive-Thrus

Two years ago, McDonald’s made two significant technology company acquisitions.

In March of 2019, the fast food company purchased Dynamic Yield for a reported $300 million. Six months later, McDonald’s acquired Apprente.

The former acquisition brought “decision tech” to the QSR, using its digital billboards and ordering kiosks to make recommendations to guests depending on preferences, item popularity, and time of day.

The latter purchase is intended to bring automated voice ordering to McDonald’s drive-thrus through artificial intelligence.

Per CNBC, McDonald’s CEO Chris Kempczinski says AI is delivering an 85-percent order accuracy rate in its test stores. Currently, AI is taking 80 percent of the orders at ten Illinois McDonald’s locations.

Clearly, McDonald’s is investing in tech the company believes will enhance and speed up the guest drive-thru experience.

Lawsuit

Shannon Carpenter’s class-action lawsuit alleges that McDonald’s “violated BIPA because it failed to obtain proper consent prior to collecting and disseminating Plaintiff’s and the other class members’ voiceprint biometrics who interacted with its AI voice assistant at its Illinois locations.”

Carpenter filed the lawsuit after visiting a McDonald’s location last year in Lombardi, Illinois. The location is one of ten test stores.

The complaint also says, “McDonald’s AI voice assistant goes beyond real-time voiceprint analysis and recognition and also incorporates “machine-learning routines” that utilize voiceprint recognition in combination with license plate scanning technology to identify unique customers regardless of which location they visit and present them certain menu items based on their past
visits.”

In short, the plaintiff is alleging that McDonald’s is violating Illinois’ BIPA law by:

  • collecting biometric information (voiceprints in this case specifically) without consent;
  • not making the company’s data retention policies public;
  • failing to declare how long customer biometric data will be stored; and
  • not starting how the company intends to use the collected biometric data.

So far, McDonald’s has not released a statement addressing Carpenter’s lawsuit.

Customer Data

How much is one’s privacy worth? The price of a Big Mac or a Quarter Pounder combo?

Guest data and user privacy is a hot-button topic. For example, Apple made big news this year with the rollout of iOS 14.5 and its accompanying privacy features.

Carpenter’s lawsuit against McDonald’s carries implications for how businesses can collect and use guest data.

However, it also highlights an element of operating a restaurant in our tech-driven world.

It has been suggested by some business experts that the adage “cash is king” should be replaced by “data is king.” And yes, customer/guest data is incredibly valuable.

But so is reassuring guests that their data is safe with a given business. Operators, therefore, should be transparent about what guest data they’re collecting and what they intend to do with it.

And, as the McDonald’s lawsuit makes abundantly clear, there are laws governing the collection and handling of guest data. Operators should ensure that they and their partners are handling guest data legally, ethically, and responsibly.

Image: Vijaya narasimha from Pixabay

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