In between the many predictions of professional displacement and civilizational doom at the hands of artificial intelligence (A.I.) tools like ChatGPT, people are discovering some genuinely useful ways to incorporate them into the more mundane parts of life. They’re adept at improving emails, recommending new bands, and helping with homework.
Folks are putting ChatGPT to work in the kitchen, too, to great effect. In a recent Twitter thread, a Silicon Valley CEO described his “surprisingly delightful” ChatGPT-powered dinner party where the A.I. program suggested fusion themes and generated a menu, serving sizes, and cooking instructions. As someone who spends far too much time digging online for recipes, I decided to see whether ChatGPT could make me more efficient in the kitchen.
I started by asking for cuisine suggestions, which ChatGPT spat out with minimal prodding. After it gave me a laundry list of options, explaining why certain flavors and ingredients would pair well, I decided on a Moroccan-inspired menu consisting of an entree, a vegetable side, and a cocktail. Not every option was a winner, and plenty of the recipes I got during the discovery process featured errors only a robot would makefor instance, a Mediterranean-style chicken and chorizo stew that featured just one cup of broth, and an ostensibly Moroccan-themed mule that simply repeated the ingredients of a Moscow mule.
Still, it took some 15 minutes to receive dozens of recipe suggestions tailored to my cuisine and flavor preferences, with steps and ingredients fully spelled out such that I could pick the dishes best suited to my on-hand ingredients and available time. I settled on three promising options: Moroccan chicken skewers with spiced yogurt sauce, Moroccan-spiced roasted carrots, and a Marrakech mule.
Barring a few personal tweaksadding more paprika and introducing honey to the yogurt sauce, adding olive oil to the (otherwise dry) chicken marinade, baking the skewers instead of grilling themI was impressed with ChatGPT’s output. The mule, a combination of lime, orange, honey, and ginger, was a real treat. The chicken and carrots were a bit redundant, with ChatGPT proposing essentially the same seasonings for bothbut they were flavorful nonetheless. As an experiment in reducing my planning time while maintaining or improving recipe quality, I have no complaints.
Kitchen-helper A.I. has been in the works for a while now. In 2014, Bon Apptit ‘s test kitchen teamed up with IBM’s Chef Watson, a recipe-creating computer program, to invent new dishes. Working with an information bank of 10,000 Bon Apptit recipes, Watson could “understand and reproduce their underlying logic and style” to propose novel ones, many involving unique ingredient pairings that don’t go together intuitively, but instead work “on a fundamental chemical level.”
Promising, but it wasn’t all smooth sailing. Testing the program in 2016, The Guardian ‘s Leo Benedictus noted that “Chef Watson recommends an ingredient called ‘Mollusk’, which it helpfully explains is ‘the sixth full-length album by Ween.'” Watson’s performance in a cooking challenge against chef Yotam Ottolenghi yielded “a flavour rather close to the farmyard, but not uneatable.” (Of course, Ottolenghi and his team had the advantage of being able to “taste and discuss flavours, colours, temperatures, in a way that Watson can’t.”) Florian Pinel, Chef Watson’s lead engineer, told Benedictus that a feedback mechanism could be on its way in the future.
ChatGPT is highly adept in that way. When I told it that I don’t have a grill, it suggested I saute. When I rejected its seafood recipes, it switched to chicken options. When I mentioned that I didn’t have the mint or cilantro the spiced yogurt recipe called for, it suggested I substitute coriander or parsley to compensate for the missing flavor. (To the robot’s credit, both fit the Moroccan theme.)
Still, A.I.-generated recipes haven’t escaped criticism. Some of that centers on cultural appropriation concerns: A Food and Wine ChatGPT experiment prompted the author to worry that a Korean BBQ nacho recipe “did not accurately represent the complexity of Korean cuisine, and it felt like a superficial appropriation of cultural recipes” that lacked “contextual understanding of what truly constitutes Korean BBQ.” Tash McGill, president of Food Writers New Zealand, warned that these recipes “can easily stray into issues with cultural appropriation or untested techniques.” A 2014 Slate article fretted over the intellectual property implications of A.I. recipes, also wondering who might be held liable if an A.I.-driven commercial kitchen caused an allergic reaction.
Intellectual property issues will be ironed out in time, and A.I.-induced allergic reactions are unlikely to be problematic in private kitchens. As for cultural appropriation concerns, those misunderstand one of ChatGPT’s biggest advantages as a cooking tool: its ability to creatively incorporate snippets of a culture’s cuisine to varying degrees and in ways that consider the user’s culinary preferences and background. You can start with a format you lovesalads or soups, for exampleand ask ChatGPT to use it as a canvas for an unfamiliar cuisine. Or you can start with a cuisine you love and ask ChatGPT to marry it to a new one. From Mediterranean-Mexican to Japanese-Italian, the resulting recipes sound surprisingly delicious, even if they’d make culinary purists blush.
As a kitchen assistant, ChatGPT is most helpful when its efforts are combined with human onesvetting for errors, adjusting seasonings to taste, and making ingredient or equipment limitations known. A.I. won’t destroy cooking, but it has huge potential to make chefs more creative and efficient.
After yesterday’s pomp and pageantry at Windsor, today the US president gets down to business, meeting with Prime Minister Sir Keir Starmer at Chequers.
Sam and Anne look at what’s on the agenda and what the leaders might be forced to talk about, ranging from the recognition of a Palestinian state to their nations’ associations with sex offender Jeffrey Epstein.
Away from the state visit, Sam has some intel on government exercises and more on the dynamics between the PM and his chief of staff.
In years to come, it may become known simply as Chequers ’25.
But today’s summit between Sir Keir Starmer and Donald Trump, at the prime minister’s country retreat, has the potential to be a landmark moment in UK-US history.
There’s plenty of scope for it to go horribly wrong, of course: over Jeffrey Epstein, Sir Keir’s pledge to recognise Palestine, the president’s lukewarm support for Ukraine, the Chagos Islands sell-off, or free speech.
But on the other hand, it could be a triumph for the so-called “special relationship” – as well as relations between these two unlikely allies – with deals on trade and tariffs and an improbably blossoming bromance.
Either way, this Chequers summit – on the president’s historic second state visit to the UK – could turn out to be one of the most notable one-to-one meetings between PM and president in 20th and 21st century history.
Image: Donald Trump and Keir Starmer wave as they board Air Force One on a previous trip. Pic: AP
It was then that the PM theatrically pulled King Charles’s invitation for this week’s visit out of his inside pocket in a spectacular stunt surely masterminded by the “Prince of Darkness”, spin doctor-turned-ambassador (until last week, anyway) Peter Mandelson.
And over the years, there have been some remarkable and historic meetings and relationships, good and bad, between UK prime ministers and American presidents.
From Churchill and Roosevelt to Eden and Eisenhower, from Macmillan and JFK to Wilson and Johnson, from Thatcher and Reagan, to Blair and Bush, and from Cameron and Obama… to Starmer and Trump, perhaps?
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4:08
‘History’ that binds the UK and US
A brief history of relationships between PMs and presidents
Throughout UK-US history, there have been many examples of a good relationship and close bond between a Labour prime minister and a Republican president. And vice versa.
Also, it has not always been rosy between prime ministers and presidents of the two sister parties. There have been big fallings out: over Suez, Vietnam and the Caribbean island of Grenada.
Leading up to this Chequers summit, the omens have not been good.
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3:47
Trump meets Starmer: What can we expect?
Second, the president arrived in the UK to a barrage of criticism from London mayor Sir Sadiq Khan, who accused him of doing more than anyone else to encourage the intolerant far right across the globe.
Image: Churchill and FDR at the White House in 1941. Pic: AP
Back in the mid-20th century, the godfather of the “special relationship” was wartime leader Sir Winston Churchill, though it was 1946 before he first coined the phrase in a speech in the US, in which he also spoke of the “iron curtain”.
It was in 1941 that Churchill held one of the most significant meetings with a US president, Franklin D Roosevelt, at a Washington conference to plot the defeat of Germany after Japan’s attack on Pearl Harbour.
Churchill arrived in Washington in December after a rough 10-day voyage on a Royal Navy battleship and stayed three weeks, spending Christmas in the White House and on Boxing Day becoming the first UK PM to address Congress.
The close bond between Churchill and Roosevelt was described as a friendship that saved the world. It was even claimed one reason the pair got on famously was that they were both renowned cigar smokers.
Churchill and Truman
Image: Churchill and Truman catch a train from Washington in 1946. Pic: AP
After the war ended, Churchill’s “special relationship” speech, describing the alliance between the UK and US, was delivered at Westminster College, in Fulton, Missouri in March 1946.
The speech was introduced by president Harry Truman, a Democrat, with whom Churchill had attended the Potsdam Conference in 1945 to negotiate the terms of ending the war.
These two were also close friends and would write handwritten letters to each other and address one another as Harry and Winston. Mr Truman was also the only US president to visit Churchill at Chartwell, his family home.
Eden and Eisenhower
Image: Eden and Eisenhower shake hands at the conclusion of their three-day conference in 1956. Pic: AP
But the transatlantic cosiness came to an abrupt end in the 1950s, when Churchill’s Conservative successor Anthony Eden fell out badly with the Republican president Dwight Eisenhower over the Suez Crisis.
Mr Eden did visit Mr Eisenhower in Washington in January 1956, and the official record of the meeting describes the discussion as focussing on “policy differences and Cold War problems”.
Macmillan and JFK
Image: Harold Macmillan and John F Kennedy at Andrews Air Force Base. Pic: AP
But in the early 1960s, a Conservative prime minister and a Democrat president with seemingly nothing in common, the stuffy and diffident Harold Macmillan, and the charismatic John F Kennedy, repaired the damage.
They were credited with rescuing the special relationship after the rupture of the Suez Crisis, at a time of high tensions around the world: the Berlin Wall, the Cuban missile crisis, and the threat of nuclear weapons.
The two leaders exchanged handwritten notes, as well as Christmas and birthday cards. The Macmillans visited the Kennedys twice at the White House, in 1961 and 1962 – the second described in the US as a “momentous” meeting on the Cuban crisis.
The relationship was abruptly cut short in 1963 by Supermac’s demise prompted by the Profumo scandal, and JFK’s assassination in Dallas. But after her husband’s death, Jacqueline Kennedy was said to have had a father-daughter relationship with Macmillan, who was said to have been enchanted with her.
Wilson and LBJ
Image: Johnson meeting with Wilson. Pic: Glasshouse Images/Shutterstock
After JFK, the so-called special relationship cooled once again – and under a Labour prime minister and Democrat president – when Harold Wilson rejected pressure from Lyndon B Johnson to send British troops to Vietnam.
Mr Wilson became prime minister in 1964, just two months after LBJ sent US troops. His first overseas trip was to the White House, in December 1964, and the PM returned to tell his cabinet: “Lyndon Johnson is begging me even to send a bagpipe band to Vietnam.”
Thatcher and Reagan
Image: Thatcher at Reagan’s 83rd birthday celebrations. Pic: Reuters
And even though Margaret Thatcher and Ronald Reagan were ideological soulmates, Thatcher was furious when she wasn’t consulted before the Americans invaded Grenada in 1983 to topple a Marxist regime.
Even worse, according to Mrs Thatcher’s allies, a year earlier, Reagan had stayed neutral during the Falklands War. Reagan said he couldn’t understand why two US allies were arguing over “that little ice-cold bunch of land down there”.
Image: Thatcher and Reagan became firm friends. Pic: Reuters
But their relationship didn’t just survive, it flourished, including at one memorable visit to the presidential retreat at Camp David in 1984, where Reagan famously drove Mrs T around in a golf buggy.
They would also memorably dance together at White House balls.
Blair and Bush
Image: Blair hosts Bush in Durham in 2003. Pic: PA
Camp David was also where, in 2001, Republican president George W Bush and Labour’s Sir Tony Blair embarked on the defining mission of his premiership: the Iraq War. It was to prove to be an historic encounter.
The war was the turning point of Sir Tony’s decade in Number 10. He was branded a liar over claims about Saddam Hussein’s “weapons of mass destruction”, he was vilified by the Labour left, and it was the beginning of the end for him.
And to add to the suspicion among Sir Tony’s critics that he was Mr Bush’s poodle, in 2006 at a G8 summit in St Petersburg – that wouldn’t happen now – a rogue microphone picked up the president calling, “Yo, Blair! How are you doing?”
Cameron and Obama
Image: Cameron and Obama serve food at a barbecue in the garden of 10 Downing Street. Pic: Reuters
Some years later, the Tory prime minister sometimes called the “heir to Blair”, David Cameron, bonded over burgers with the Democrat president Barack Obama, serving a BBQ lunch to military families in the Downing Street garden. They also played golf at the exclusive Grove resort in 2016.
They seemed unlikely allies: Obama, the first African-American president, and Cameron, the 19th old Etonian prime minister. It was claimed they had a “transatlantic bromance” in office. “Yes, he sometimes calls me bro,” Lord Cameron admitted.
But not everything went well.
The Tory PM persuaded Mr Obama to help the Remain campaign in the 2016 Brexit referendum, when he claimed the UK would be “at the back of the queue” on trade deals with the US, if it left the EU. It backfired, of course.
Now it’s Sir Keir Starmer’s turn to tread a delicate and potentially hazardous political tightrope as he entertains the latest – and most unconventional – US president.
The greatest dangers for Sir Keir will be a news conference in the afternoon, in the gardens, if the weather permits.
Good luck, as they say, with that.
Before then, there’s the potential for what the Americans call a “pool spray”, one of those impromptu, rambling and unpredictable Q&As we’ve seen so many times in the Oval Office.
For Sir Keir, what could possibly go wrong?
Chequers ’25 could be memorable and notable, like so many previous meetings between a PM and a president. But not necessarily for the right reasons for this UK prime minister.
The pomp and circumstance. The man who some say wants to be king, meets The King.
Trump and King Charles spend the day together. We digest what’s happened, why it’s happened, and what it all means. You can also watch all episodes on our YouTube channel.
Email us on trump100@sky.uk with your comments and questions.