ChatGPT generated a simple pasta recipe for me to follow (Photo: TJ See)
Cover ChatGPT generated a simple pasta recipe (Photo: TJ See)
ChatGPT generated a simple pasta recipe for me to follow (Photo: TJ See)

Can ChatGPT generate good recipes? I put the AI chatbot to the test with this pasta recipe

The conversation about artificial intelligence (AI) is a vast and ever-changing one. As someone who has been having a hard time digesting such technical knowledge and the seemingly infinite capabilities AI possesses, I wanted to find a way to understand just how knowledgeable AI, specifically ChatGPT, is and how it could fit into our daily lives.

For those unfamiliar, ChatGPT is an AI chatbot developed by OpenAI designed to mimic human conversations and produce pretty much anything you need it to from computer codes and song lyrics to essays and itineraries. 

Read more: 5 AI apps that will help you harness your creativity

As a dining writer, I was curious whether it could provide a good home recipe. Read on to find out how it went.

The recipe

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My prompt provided context for a more specific recipe
Above My prompt provided context for a more specific recipe
My prompt provided context for a more specific recipe
Tatler Asia
The recipe generated was not too complex
Above The recipe generated was simple and straightforward
The recipe generated was not too complex

I entered a prompt for ChatGPT to work with, which included context and limitations to allow for a recipe tailored to what I wanted to cook. Adding context and limitations to your prompt guarantees a more personalised response from the chatbot.

For instance, I specified what I had in my fridge and the type of dish I want to cook, in this case a pasta dish. Within seconds, the chatbot generated a quick recipe for a tomato and sausage pasta with caramelised onions, complete with a list of ingredients and measurements.

In classic ChatGPT style, the response ended with a sweet greeting to enjoy my meal too.

The process

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The ingredients were mostly pantry staples that were easy to source
Above The ingredients were pantry staples that were easy to source
The ingredients were mostly pantry staples that were easy to source

After gathering my ingredients from the pantry and making a quick trip to the grocery store, I was ready to start. For someone who likes to cook by estimations, it's sometimes a challenge to stick to the recipe but I tried to make an effort to keep to ChatGPT's simple but detailed steps.

The ingredients were quite basic, easily sourced from the local grocery store. I already had Italian sausages in my freezer. Althought the recipe called for only two to three sausages, I went ahead and used my entire pack of four.

See also: Netflix's 'Hunger' is a Thai film that triggers debate about food, class, and fine dining pretences

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I sliced the onions thinly to ensure they caramelised well
Above Cutting the onions into thin slices so that they would caramelise well
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Slicing the Italian sausages while they were raw proved to be quite a challenge
Above Slicing the Italian sausages in their raw form proved to be quite a challenge
I sliced the onions thinly to ensure they caramelised well
Slicing the Italian sausages while they were raw proved to be quite a challenge

Once prep was done, I started boiling the pot of water for the pasta and caramelised the onions according to the recipe's timing. After the onions were done, I added more olive oil and arranged the sausages in the pan for them to brown on the side, flipping them after a couple of minutes. 

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The crushed tomato deglazed my pan as it simmered
Above The crushed tomato deglazed my pan as it simmered
The crushed tomato deglazed my pan as it simmered

I removed the sausages from the pan as soon as they were cooked. Then, I tossed in the garlic and cooked them until they were fragrant before adding in the tomatoes, oregano, basil, salt, and pepper into the skillet. After letting the ingredients simmer for the specified five to seven minutes, I added in the onions and sausages to stir for another two to three minutes. 

By now, the pasta had been drained and set aside. I added the pasta into the sauce and tossed it to make sure the sauce was properly incorporated. 

Don't miss: How to pair pasta shapes with the right sauce

The verdict

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The finished product with all the ingredients
Above The finished product with all the ingredients
The finished product with all the ingredients

While the recipe was easy to follow, I think the process could have been a little more specific. Though the dish turned out fine as a whole, it was slightly under seasoned and could have been improved in some ways.

First, the recipe didn't specify the type of onion to be used although an experienced cook would know that yellow onions are usually used for caramelised onions. It also didn't specify enough time for the onion to be properly caramelised and infused into the sauce; in the end, it didn't serve much purpose besides giving the dish texture. Personally, I would have preferred red onions or shallots for more sweetness and depth.

Second, the recipe calls for one can of crushed tomatoes. In parentheses, however, it notes that it should be 28 ounces of crushed tomatoes. A standard can is about 14 ounces, so anyone who misses the 28-ounce indication would end up making only half the amount of sauce.

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A serving of ChatGPT's pasta with sausage and caramelised onions
Above ChatGPT's pasta with sausage and caramelised onions
A serving of ChatGPT's pasta with sausage and caramelised onions

Third, it was tough slicing raw Italian sausages, resulting in many of the slices being deformed, missing the skin, or flattened. In my opinion, a better way to go about prepping the sausages would be the boil or grill them first before slicing and browning them to make sure the sausages maintain their shape.

Lastly, the recipe consists of a few steps that require some time, yet it directs for the pasta to be cooked first. Boxed pasta should take about nine to 11 minutes on average to cook. Meanwhile, the recipe includes several steps that amount to more than 20 minutes, which means the pasta would have to be drained and set aside, giving it time to overcook in the residual heat and potentially stick together before the sauce was added. For someone who might have no prior technical knowledge on cooking, following this recipe to a tee might result in a subpar dish.

My word of advice: Get recipe ideas from ChatGPT, especially when trying to clear out the pantry, but apply your own kitchen knowledge to make your dish the best that it can be.

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Credits

Photography: Amanda Fung & TJ See

Topics

Amanda Fung
Writer, Tatler Dining, Tatler Malaysia
Tatler Asia
Amanda Fung

Amanda is a KL-born and raised third culture kid, who lives to eat. If not found reading, writing for Tatler Dining, or snacking, she is most likely playing with her dog, Katsu, sourcing new Birkenstocks, or looking for a new restaurant to venture to. 

Follow her on Instagram at @feedingamanda.