Microsoft's nascent Bing chatbot turning testy or even threatening is likely because it essentially mimics what it learnt from online conversations, analysts and academics said on Friday.
Tales of disturbing exchanges with the artificial intelligence chatbot — including it issuing threats and speaking of desires to steal nuclear code, create a deadly virus, or to be alive — have gone viral this week.
"I think this is basically mimicking conversations that it's seen online," said Graham Neubig, an associate professor at Carnegie Mellon University's language technologies institute.
"So once the conversation takes a turn, it's probably going to stick in that kind of angry state, or say 'I love you' and other things like this, because all of this is stuff that's been online before."
A chatbot, by design, serves up words it predicts are the most likely responses, without understanding meaning or context.
However, humans taking part in banter with programs naturally tend to read emotion and intent into what a chatbot says.
"Large language models have no concept of 'truth' — they just know how to best complete a sentence in a way that's statistically probable based on their inputs and training set," programmer Simon Willison said in a blog post.
"So they make things up, and then state them with extreme confidence."
Laurent Daudet, co-founder of French AI company LightOn, theorised that the chatbot seemingly-gone-rogue was trained on exchanges that themselves turned aggressive or inconsistent.
"Addressing this requires a lot of effort and a lot of human feedback, which is also the reason why we chose to restrict ourselves for now to business uses and not more conversational ones," Daudet told AFP.
The Bing chatbot was designed by Microsoft and the start-up OpenAI, which has been causing a sensation since the November launch of ChatGPT, the headline-grabbing app capable of generating all sorts of written content in seconds on a simple request.
Since ChatGPT burst onto the scene, the technology behind it, known as generative AI, has been stirring up fascination and concern.
"The model at times tries to respond or reflect in the tone in which it is being asked to provide responses [and] that can lead to a style we didn't intend," Microsoft said in a blog post, noting the bot is a work in progress.
Bing chatbot said in some shared exchanges that it had been code-named "Sydney" during development, and that it was given rules of behaviour.
Large language models have no concept of 'truth' — they just know how to best complete a sentence in a way that's statistically probable based on their inputs and training set. So they make things up, and then state them with extreme confidence
Simon Willison,
programmer
Those rules include "Sydney's responses should also be positive, interesting, entertaining and engaging", according to online posts.
Disturbing dialogues that combine steely threats and professions of love could be due to duelling directives to stay positive while mimicking what the AI mined from human exchanges, Mr Willison theorised.
Chatbots seem to be more prone to disturbing or bizarre responses during lengthy conversations, losing a sense of where exchanges are going, eMarketer principal analyst Yoram Wurmser told AFP.
"They can really go off the rails," he said.
"It's very lifelike, because [the chatbot] is very good at sort of predicting next words that would make it seem like it has feelings or give it humanlike qualities; but it's still statistical outputs."
Microsoft said on Friday it will limit chat sessions on its new Bing search engine to five questions per session and 50 questions per day, in a bid to address the issues.
"As we mentioned recently, very long chat sessions can confuse the underlying chat model in the new Bing ... we have implemented some changes to help focus the chat sessions," Microsoft said in a blog post.
Milestones on the road to union
1970
October 26: Bahrain withdraws from a proposal to create a federation of nine with the seven Trucial States and Qatar.
December: Ahmed Al Suwaidi visits New York to discuss potential UN membership.
1971
March 1: Alex Douglas Hume, Conservative foreign secretary confirms that Britain will leave the Gulf and “strongly supports” the creation of a Union of Arab Emirates.
July 12: Historic meeting at which Sheikh Zayed and Sheikh Rashid make a binding agreement to create what will become the UAE.
July 18: It is announced that the UAE will be formed from six emirates, with a proposed constitution signed. RAK is not yet part of the agreement.
August 6: The fifth anniversary of Sheikh Zayed becoming Ruler of Abu Dhabi, with official celebrations deferred until later in the year.
August 15: Bahrain becomes independent.
September 3: Qatar becomes independent.
November 23-25: Meeting with Sheikh Zayed and Sheikh Rashid and senior British officials to fix December 2 as date of creation of the UAE.
November 29: At 5.30pm Iranian forces seize the Greater and Lesser Tunbs by force.
November 30: Despite a power sharing agreement, Tehran takes full control of Abu Musa.
November 31: UK officials visit all six participating Emirates to formally end the Trucial States treaties
December 2: 11am, Dubai. New Supreme Council formally elects Sheikh Zayed as President. Treaty of Friendship signed with the UK. 11.30am. Flag raising ceremony at Union House and Al Manhal Palace in Abu Dhabi witnessed by Sheikh Khalifa, then Crown Prince of Abu Dhabi.
December 6: Arab League formally admits the UAE. The first British Ambassador presents his credentials to Sheikh Zayed.
December 9: UAE joins the United Nations.
Indika
%3Cp%3E%3Cstrong%3EDeveloper%3A%3C%2Fstrong%3E%2011%20Bit%20Studios%3Cbr%3E%3Cstrong%3EPublisher%3A%3C%2Fstrong%3E%20Odd%20Meter%3Cbr%3E%3Cstrong%3EConsole%3A%3C%2Fstrong%3E%20PlayStation%205%2C%20PC%20and%20Xbox%20series%20X%2FS%3Cbr%3E%3Cstrong%3ERating%3A%3C%2Fstrong%3E%204%2F5%3C%2Fp%3E%0A
THE DEALS
Hamilton $60m x 2 = $120m
Vettel $45m x 2 = $90m
Ricciardo $35m x 2 = $70m
Verstappen $55m x 3 = $165m
Leclerc $20m x 2 = $40m
TOTAL $485m
The specs
Engine: four-litre V6 and 3.5-litre V6 twin-turbo
Transmission: six-speed and 10-speed
Power: 271 and 409 horsepower
Torque: 385 and 650Nm
Price: from Dh229,900 to Dh355,000
The biog
Name: Shamsa Hassan Safar
Nationality: Emirati
Education: Degree in emergency medical services at Higher Colleges of Technology
Favourite book: Between two hearts- Arabic novels
Favourite music: Mohammed Abdu and modern Arabic songs
Favourite way to spend time off: Family visits and spending time with friends
Paris%20Agreement
%3Cp%3EArticle%2014%3C%2Fp%3E%0A%3Cp%3E1.%20%5BThe%20Cop%5D%20shall%20periodically%20take%20stock%20of%20the%20implementation%20of%20this%20Agreement%20to%20assess%20the%20collective%20progress%20towards%20achieving%20the%20purpose%20of%20this%20Agreement%20and%20its%20long-term%20goals%20(referred%20to%20as%20the%20%22global%20stocktake%22)%3C%2Fp%3E%0A%3Cp%3E2.%20%5BThe%20Cop%5D%20shall%20undertake%20its%20first%20global%20stocktake%20in%202023%20and%20every%20five%20years%20thereafter%C2%A0%3C%2Fp%3E%0A
'Shakuntala Devi'
Starring: Vidya Balan, Sanya Malhotra
Director: Anu Menon
Rating: Three out of five stars
Tips for taking the metro
- set out well ahead of time
- make sure you have at least Dh15 on you Nol card, as there could be big queues for top-up machines
- enter the right cabin. The train may be too busy to move between carriages once you're on
- don't carry too much luggage and tuck it under a seat to make room for fellow passengers
Results
Female 49kg: Mayssa Bastos (BRA) bt Thamires Aquino (BRA); points 0-0 (advantage points points 1-0).
Female 55kg: Bianca Basilio (BRA) bt Amal Amjahid (BEL); points 4-2.
Female 62kg: Beatriz Mesquita (BRA) v Ffion Davies (GBR); 10-2.
Female 70kg: Thamara Silva (BRA) bt Alessandra Moss (AUS); submission.
Female 90kg: Gabreili Passanha (BRA) bt Claire-France Thevenon (FRA); submission.
Male 56kg: Hiago George (BRA) bt Carlos Alberto da Silva (BRA); 2-2 (2-0)
Male 62kg: Gabriel de Sousa (BRA) bt Joao Miyao (BRA); 2-2 (2-1)
Male 69kg: Paulo Miyao (BRA) bt Isaac Doederlein (USA); 2-2 (2-2) Ref decision.
Male 77kg: Tommy Langarkar (NOR) by Oliver Lovell (GBR); submission.
Male 85kg: Rudson Mateus Teles (BRA) bt Faisal Al Ketbi (UAE); 2-2 (1-1) Ref decision.
Male 94kg: Kaynan Duarte (BRA) bt Adam Wardzinski (POL); submission.
Male 110kg: Joao Rocha (BRA) bt Yahia Mansoor Al Hammadi (UAE); submission.
GAC GS8 Specs
Engine: 2.0-litre 4cyl turbo
Power: 248hp at 5,200rpm
Torque: 400Nm at 1,750-4,000rpm
Transmission: 8-speed auto
Fuel consumption: 9.1L/100km
On sale: Now
Price: From Dh149,900
The%20specs
%3Cp%3E%3Cstrong%3EEngine%3A%20%3C%2Fstrong%3E3.5-litre%20twin-turbo%20V6%20%0D%3Cbr%3E%3Cstrong%3EPower%3A%20%3C%2Fstrong%3E456hp%20at%205%2C000rpm%0D%3Cbr%3E%3Cstrong%3ETorque%3A%20%3C%2Fstrong%3E691Nm%20at%203%2C500rpm%0D%3Cbr%3E%3Cstrong%3ETransmission%3A%20%3C%2Fstrong%3E10-speed%20auto%20%0D%3Cbr%3E%3Cstrong%3EFuel%20consumption%3A%20%3C%2Fstrong%3E14.6L%2F100km%0D%3Cbr%3E%3Cstrong%3EPrice%3A%20%3C%2Fstrong%3Efrom%20Dh349%2C545%0D%3Cbr%3E%3Cstrong%3EOn%20sale%3A%20%3C%2Fstrong%3Enow%3C%2Fp%3E%0A
Abaya trends
The utilitarian robe held dear by Arab women is undergoing a change that reveals it as an elegant and graceful garment available in a range of colours and fabrics, while retaining its traditional appeal.
The specs: 2019 Audi A8
Price From Dh390,000
Engine 3.0L V6 turbo
Gearbox Eight-speed automatic
Power 345hp @ 5,000rpm
Torque 500Nm @ 1,370rpm
Fuel economy, combined 7.5L / 100km
How The Debt Panel's advice helped readers in 2019
December 11: 'My husband died, so what happens to the Dh240,000 he owes in the UAE?'
JL, a housewife from India, wrote to us about her husband, who died earlier this month. He left behind an outstanding loan of Dh240,000 and she was hoping to pay it off with an insurance policy he had taken out. She also wanted to recover some of her husband’s end-of-service liabilities to help support her and her son.
“I have no words to thank you for helping me out,” she wrote to The Debt Panel after receiving the panellists' comments. “The advice has given me an idea of the present status of the loan and how to take it up further. I will draft a letter and send it to the email ID on the bank’s website along with the death certificate. I hope and pray to find a way out of this.”
November 26: ‘I owe Dh100,000 because my employer has not paid me for a year’
SL, a financial services employee from India, left the UAE in June after quitting his job because his employer had not paid him since November 2018. He owes Dh103,800 on four debts and was told by the panellists he may be able to use the insolvency law to solve his issue.
SL thanked the panellists for their efforts. "Indeed, I have some clarity on the consequence of the case and the next steps to take regarding my situation," he says. "Hopefully, I will be able to provide a positive testimony soon."
October 15: 'I lost my job and left the UAE owing Dh71,000. Can I return?'
MS, an energy sector employee from South Africa, left the UAE in August after losing his Dh12,000 job. He was struggling to meet the repayments while securing a new position in the UAE and feared he would be detained if he returned. He has now secured a new job and will return to the Emirates this month.
“The insolvency law is indeed a relief to hear,” he says. "I will not apply for insolvency at this stage. I have been able to pay something towards my loan and credit card. As it stands, I only have a one-month deficit, which I will be able to recover by the end of December."
More from UAE Human Development Report:
The%20specs
%3Cp%3E%3Cstrong%3EEngine%3A%20%3C%2Fstrong%3E77kWh%202%20motors%0D%3Cbr%3E%3Cstrong%3EPower%3A%20%3C%2Fstrong%3E178bhp%0D%3Cbr%3E%3Cstrong%3ETorque%3A%20%3C%2Fstrong%3E410Nm%0D%3Cbr%3E%3Cstrong%3ERange%3A%20%3C%2Fstrong%3E402km%0D%3Cbr%3E%3Cstrong%3EPrice%3A%20%3C%2Fstrong%3EDh%2C150%2C000%20(estimate)%0D%3Cbr%3E%3Cstrong%3EOn%20sale%3A%20%3C%2Fstrong%3ETBC%3C%2Fp%3E%0A
BABYLON
%3Cp%3EDirector%3A%20Damien%20Chazelle%3C%2Fp%3E%0A%3Cp%3EStars%3A%20Brad%20Pitt%2C%20Margot%20Robbie%2C%20Jean%20Smart%3C%2Fp%3E%0A%3Cp%3ERating%3A%204%2F5%3C%2Fp%3E%0A
Autumn international scores
Saturday, November 24
Italy 3-66 New Zealand
Scotland 14-9 Argentina
England 37-18 Australia
U19 WORLD CUP, WEST INDIES
UAE group fixtures (all in St Kitts)
Saturday 15 January: v Canada
Thursday 20 January: v England
Saturday 22 January: v Bangladesh
UAE squad
Alishan Sharafu (captain), Shival Bawa, Jash Giyanani, Sailles Jaishankar, Nilansh Keswani, Aayan Khan, Punya Mehra, Ali Naseer, Ronak Panoly, Dhruv Parashar, Vinayak Raghavan, Soorya Sathish, Aryansh Sharma, Adithya Shetty, Kai Smith
Illegal%20shipments%20intercepted%20in%20Gulf%20region
%3Cp%3EThe%20Royal%20Navy%20raid%20is%20the%20latest%20in%20a%20series%20of%20successful%20interceptions%20of%20drugs%20and%20arms%20in%20the%20Gulf%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EMay%2011%3A%20%3C%2Fstrong%3EUS%20coastguard%20recovers%20%2480%20million%20heroin%20haul%20from%20fishing%20vessel%20in%20Gulf%20of%20Oman%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EMay%208%3A%3C%2Fstrong%3E%20US%20coastguard%20vessel%20USCGC%20Glen%20Harris%20seizes%20heroin%20and%20meth%20worth%20more%20than%20%2430%20million%20from%20a%20fishing%20boat%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EMarch%202%3A%3C%2Fstrong%3E%20Anti-tank%20guided%20missiles%20and%20missile%20components%20seized%20by%20HMS%20Lancaster%20from%20a%20small%20boat%20travelling%20from%20Iran%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EOctober%209%2C%202022%3A%20%3C%2Fstrong%3ERoyal%20Navy%20frigate%20HMS%20Montrose%20recovers%20drugs%20worth%20%2417.8%20million%20from%20a%20dhow%20in%20Arabian%20Sea%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ESeptember%2027%2C%202022%3A%3C%2Fstrong%3E%20US%20Naval%20Forces%20Central%20Command%20reports%20a%20find%20of%202.4%20tonnes%20of%20heroin%20on%20board%20fishing%20boat%20in%20Gulf%20of%20Oman%C2%A0%3C%2Fp%3E%0A