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Monday, 3 April 2023

Beyond ChatGPT: what chatbots mean for the future

 

Beyond ChatGPT

what chatbots mean for the future


I. Lead-in. Discuss the questions with other students.

A.   Have you ever interacted with a chatbot? What was your experience like?

B.   Do you think chatbots will become more prevalent in our daily lives? Why or why not?

C.   How do you think chatbots will impact the job market in the future?

D.   What ethical considerations should be taken into account when developing and using chatbots?

E.    Have you heard of ChatGPT before? What do you think about the idea of a machine being able to generate human-like responses?

II. Match the words to their definitions. Use four words in your sentences.

1.     

to permeate

A.    

the act of spreading fear or panic in order to influence public opinion or behaviour

2.     

hype 

B.    

a message or signal that encourages someone to take a particular action

3.     

fear-mongering

C.    

to spread   through something and be present in every part of it

4.     

homogenised

D.    

a computer program that automatically completes words or phrases as you start typing them

5.     

dystopia

E.     

exaggerated or sensationalized promotion of something in order to attract  interest

6.     

sophisticated

F.     

made uniform or standardized

7.     

autocomplete

G.    

a society or world that is characterized by extreme poverty, oppression, and suffering

8.     

prompt

H.    

complex and advanced in a technical sense

 

 

III. Watch the video and fill in the gaps with the words from the list. There are some words you don’t need to use.

 


bank; chatbots; autocomplete; intelligent-sounding; fear-mongering; chatty; music; texts; words; intelligent; search engine; next word; reporters; machine-learning system; questions; essays; artificial intelligence; responses; internet

 

Whether it’s turning on its creator in “Ex Machina” or looking for love in “AI” or “Her”:

 -Hello, I’m here

1) ________   permeates Hollywood’s blockbusters.

-I’ll be back.

But now, with the arrival of 2) ________like ChatGPT suddenly AI seems a lot closer to fact than fiction. This has caused more excitement in the tech world than anything for several years. But it’s still hard to separate the hype from the 3) ________and informed concerns.

- Homogenised, simple 4)________that are wrong. To me that leads to some form of dystopia.

 So what do the new AI chatbots mean for the future of the 5) ________and our relationship with machines?

What is a chatbot? Think of it like an internet 6) ________, although it works differently. To the user, it’s a text box where you type 7) ________. It’s what it does next that makes it so special.

Chatbots have been around for a while. You’ve probably talked to a really rubbish one at your 8) ________or maybe your mobile operator, but they’ve suddenly got a lot better because of a new technology called generative AI. And this technology involves basically giving lots of examples of either images or text to a 9) ________, and it then learns to generate its own. If you use that in a chatbot, you get a much, much cleverer chatbot.

 Chatbots are trained on billions of 10) ________from the internet. This allows them to learn which 11) ________are most likely to follow other words in a sentence about any given subject.

These chatbots are essentially like a very sophisticated version of the 12) ________on your phone or on your email. So they’re kind of constantly playing the game of what’s the 13) ________? It sounds very simple, but it can produce these surprisingly lifelike and 14) ________results.

          And they don’t just answer questions. Generative AI chatbots can write 15) ________, poems or songs. Some can even produce art or 16) ________from text prompts.

 

IV. Match the words to their definitions. Use four words in your sentences.

        1.     

to disrupt

        A.    

money invested in a new business where there is an element of risk

2.     

lucrative

        B.    

the quality of being free from errors

3.     

to make waves

       C.    

at risk

4.     

at stake

        D.    

to interrupt or change the normal course of something

5.     

to follow suit

        E.     

to take someone's position of power or success

6.     

venture capital

        F.     

to create a significant change in a particular industry

7.     

to steal someone’s crown

       G.    

profitable or able to bring a lot of money

8.     

accuracy

       H.    

to do the same thing that someone else has done

 

V. Watch the video and choose the correct option to complete the sentences.



But it’s the possibility that these new chatbots might disruptive/disrupt/distrust the lucrative search-engine business that’s been making waves lately.

 For most people, search engines, and Google in particular are sort of the fronting/frontier/front door of the internet and this has been true for about 25 years. If you want to look something up or find something out, that’s where you go first. But if you want to, I don’t know, figured/figure out/feature where to go on holiday or understand the meaning of a technical term/germ/terminal or get help writing an essay, then a chatbot might actually be more useful than a search/searching/research engine.

 Silicon Valley is taking note. With Google’s preview/revenue/review from search ads in 2021 reaching around $150bn there’s a lot at stake. Microsoft and Google are adding chat functions to their existing search engines. And further afield, China’s Baidu has followed suit. Last year, venture capital investment in generate/regenerated/generative AI totalled over $1bn. Investors are hoping with this new tech, someone could steal Google’s crown.

But not everyone is convinced. John Henshaw is the senior director of search engine optimal/reorganization/optimisation at Vimeo. It’s his job to know search.

 Conversational AI is a solution in search of a problem. We don’t actually need it. Google already uses machine learner/learning/learned and AI. For accuracy, for factual information, to understand intercepts/conceptual/concepts. Conversational AI doesn’t do that.

 If chatbots don’t check facts, they can’t be relied on for search.

A big problem with these AI chatbots is that they just sometimes get things strong/wrong/long. What it’s doing is just sort of reflecting back to us stuff that’s already on the internet. It can sometimes combine different sources to produce aims/frames/claims that aren’t actually true.

 When this happens, it’s known as a hallucination. Just like when a human hallucinates, a chatbot hallucination can seem realistic, but may in fact have no basis in reality. This is hardly surprising given that chatbots are trained on text from the internet and a lot of what’s written online isn’t true.

 All these chatbots are doing is putting one word after another based on the billions of words that they’ve already read on the internet, so they don’t really know anything or understand anything and they have no idea of bright/right/sight or wrong or true or false.

And that’s a problem. A chatbot doesn’t know the difference between an academic paper and a fictional/fractional/sectional short story, so it’ll give both equal trait/weight/fate when giving you an answer that it presents as fully accurate. And because they don’t know what they’re saying chatbots can demonstrate other strange favours/saviours/behaviours.

 VI. Watch the video and choose the correct option to complete the sentences.



1.    Your chatbot at some point could express its ___ for you if that’s how you continue prompting it through a longer-term interaction.

a)      love                b)    loathing                        c)  loyal

 

2.    In 1966 a computer scientist at the Massachusetts Institute of Technology, Joseph Weizenbaum, described something called the “______”.

a) elusive effect                 b)   ELIZA effect          c)  internet effect

 

3.    ELIZA was a project modelled after the psychotherapeutic techniques of  reflective thinking and ______.

a)  self-reflection       b)    reflective listening     c)  reciprocated listening

 

4.    In ELISA project if I said: “Oh, gosh, I’m having a bad day”, ELIZA would say: “__________.”

a)    Oh, I am sorry to hear that.    

b)    Oh, I am sorry, I cannot help with that. 

c)    So tell me about this bad day

 

5.    Volunteers interacting with ELIZA appeared to ___________.

a)    develop problem-solving skills

b)    develop collaboration skills                              

c)    develop feelings for it

 

6.    Volunteers knew they were interacting with a machine.

a)     knew                  b)  did not know                  c)  never found out

 

7.    Weizenbaum was so ____ by what he saw, he became an open ____ of AI.

a)  disturbed, supporter    b) disturbed, critic     c) disillusioned, supporter

 

8.    _____________ is how we build bonds with each other.

a)    Language and respect        

b)    Empathy and experience                                

c)    Language and communication

 

9.    Evoking certain reactions by triggering either a positive or a negative emotional response ________.

a)     can be learned                    

b)    cannot be learned

c)     cannot be replicated

 

10.In future if the chatbots understand language, it would be very easy to increase the bonds so that people actually ____________ with these chatbots.

a)    identify                   

b)    relieve their experiences                                

c)    believe that they have a friendship

 

11.Eugenia Kuyda _________ as a chatbot to be able to continue to talk to him as an AI after his death.

a)       recreated her best friend                   

b)      created a new chatbot                              

c)       created a virtual friend

 

12.Today Eugenia’s company, Replika, offers paying customers an AI companion in the form of a chatbot __________.

a)    based on rules to handle inquiries

b)    within a humanoid avatar                             

c)    for social media platforms

 

13.The service has over _____ active users to date.

a)  20m                     b) 2m                                 c) 12m

 

14.In future every one of us will have this AI companion that you can talk to about your personal things but also _______, and watch Netflix in the evening together, and plan vacations, and so on.

a)     do things together with                    

b)    provide updates                              

c)     ask you questions 

VII. Match the words to their definitions. Use two words in your sentences.

 

        1.     

mundane

         A.    

made to meet specific requirements or preferences

2.     

infinite

       B.    

able to make someone believe something

3.     

convincing

        C.    

easy to use 

4.     

customised

        D.    

ordinary and commonplace

5.     

convenient       

        E.     

without limits

 

VIII. Watch the video and put the sentences in the correct order.



A.   Generative artificial intelligence could make AI assistants much more common in the future.

B.   Chatbots can be combined with a voice assistant.

C.   There’s the Turing test which allows determining whether text was written by a machine or a real person.

D.   Soon it might be more common to chat to a bot online than a human and increasingly hard to tell the difference.

E.    It could make it easier for people to access the wealth of information and services available online.

F.    Chatbots could become the new way of booking flights or finding a time where several people can have a meeting.

G.   Websites would have their own customised chatbots.

H.   Counterfeiting humans could be especially helpful for customer-facing websites.

I.      In the future we’ll all still probably frequently interact with chatbots, but in a more mundane way.

J.     Customer-service representatives don’t always get respect when doing their job, but unlike humans, bots have infinite patience.

K.   These chatbots won’t just be supplying users with information; they’ll also be doing things for users.

L.    There are already situations where machines can pass the Turing test, they seem to be convincing as humans.

 IX. Match the words to their definitions. Use six words in your sentences.

1.   

to be left to one’s own devices

      A.    

to invent something that is not true

2.   

copyright

       B.    

to initiate legal action against someone

3.   

infringement

       C.    

a collection of images

4.   

 ripe

        D.    

to be left alone to do something, without any assistance or guidance from others

5.   

lawsuit

       E.     

a statement that is not true

6.   

stock archive

       F.     

ready for something

7.   

to sue

       G.    

a legal right granted to the creator of an original work

8.   

to scrape

        H.    

intolerant or prejudiced

9.   

trademark

         I.       

to use something quickly and eagerly

10.          

to make things up

        J.      

the act of violating someone’s legal rights

11.          

falsehood

         K.    

a legal symbol or word used to identify and distinguish a specific product or brand

12.          

misinformation

        L.     

a legal action taken to seek compensation

13.          

to come under fire

       M.   

to repeat something without understanding

14.          

bigoted

       N.    

to be criticized or attacked

15.          

 to drown out

      O.    

widespread

16.          

embrace

      P.     

exciting and full of energy

17.          

to hoover up

      Q.    

the effects an action or decision will have in the future

18.          

to regurgitate

      R.    

causing harm or damage

19.          

vibrant

      S.     

a task  that requires effort, skill to be done successfully

20.          

prevalent

      T.     

the act of accepting something enthusiastically

21.          

to grapple with

       U.    

to make something difficult to notice by creating a more prominent message

22.          

implication

       V.    

to collect from various sources

23.          

 crucial

      W.  

to try to understand a difficult idea

24.          

challenge

       X.    

false or inaccurate information that is spread intentionally or unintentionally

25.          

detrimental

       Y.    

extremely important

 

X. Watch the video and fill in the gaps with the words from the list. You need to use all the words and phrases in the list.



post; collaging; misinformation; copyright infringement; talking back; exploited; racist; plagiarism; text-to-image; falsehoods; critical thought; choices; wrong; concern; impact; chatbot; reliable; challenge; internet; benefits

 

But currently chatbots aren’t quite 1) _____ enough to be left to their own devices. And there are bigger worries too.

The fact that it’s taking everybody else’s information to me is an extreme form of 2) _____. I see that as being ripe for lawsuits.

Picture stock archive Getty Images is currently suing Stable Diffusion, a 3) _____AI generator, for scraping its content to produce its work and trademark infringement. Other artists are suing other AI art generators for 4) _____their work without consent. When it comes to text, chatbots may just parrot existing books or articles without any citation amounting to 5) _____. And that’s not the only problem.

I wish that copyright infringement was my only concern with conversational AI. But it’s not. My biggest 6) _____is its ability to make things up.

Chatbots get things 7) _____a lot of the time, yet present what they’re saying as truth. If enough people use them, this could allow 8) _____and misinformation to spread at a rapid rate. Chatbots have already come under fire

for putting forward 9) _____or otherwise bigoted opinions based on what they’ve read online. This tendency could be 10) _____.

Chatbots could be used to implement the approach favoured by Vladimir Putin and Steve Bannon, which is called “flood the zone” or flood the zone with shit, and this is where you put out so much 11) _____about something that the truth is actually drowned out. And if you can generate misinformation more easily using chatbots, then that becomes much easier.

The problem of online misinformation could be just getting started, but it’s not just the falsehoods worrying people. The proliferation of chatbots could be detrimental to the 12) _____in another way.

I think that society has the most to lose with the embrace of conversational AI. It’s going to reduce our ability to learn, and research, and have 13) _____. If you can only chat with something and get a response back, then you’re essentially doing away with the open web. You are doing away with actually having 14) _____. To me, that leads to some form of dystopia.

People might be less inclined to post good stuff on the internet because they’ll worry that it’s all just going to get hoovered up by a 15) _____and regurgitated to other people. If the best bits are just going to be served up directly by a chatbot, then you might say: “Well, what’s the point? Why should I 16) _____anything at all?” There’s a danger that the internet might become a less vibrant space.

Whatever happens, one thing seems certain, people will not only be talking to their machines more, but the machines will be 17) _____.

The train has left the train station and is going at 150 miles per hour.

You are not going to stop it.

What would be a good concluding thought for this film in the style of The Economist?

As chatbots become more prevalent, we must grapple with the complex implications of their 18) _____on society. Balancing their potential 19) _____with the need to preserve our humanity will be a crucial 20) _____for the future.

 

XI. Vocabulary focus. Follow the link below. Study the words using flashcards, check your understanding. Play matching vocabulary game and solve the crossword puzzle. Take a test to check your knowledge.    

 

XII. Watch all the video fragments again. Are the sentences true (T) or false (F)? Correct the false statements.

1.    A chatbot is similar to an internet search engine, although it works differently. 

2.    Chatbots have recently been invented after an application called ‘generative AI’ was first shared by programmers. 

3.    Generative AI involves giving back lots of examples of either images or text to the user, although it is still unable to generate its own responses to queries. 

4.    Chatbots are trained on samples of texts of different genres selected by a group of researchers. 

5.    Chatbots can learn which words are most likely to follow other words in a sentence about any given subject.  .

6.    Today chatbots can produce these surprisingly lifelike and intelligent-sounding results.  .

7.    There are limitations to what Generative AI chatbots can produce from text prompts, they may struggle with tasks such as writing essays, poems, songs, and creating art or music. 

8.    Chatbots might pose a threat to search-engine business. 

9.    Using a chatbot to choose a holiday destination or understand the meaning of a technical term is not a good idea as they do not have the necessary knowledge to provide helpful information; a search engine would be a much better option in these scenarios

10.Microsoft and Google are banning chat functions from the use in their existing search engines. 

11.Some experts in search engine optimisation believe that Google already uses machine learning and AI. 

12.AI chatbots sometimes get things wrong as they reflect back to the user the information that’s already on the internet. 

13.As chatbots put one word after another based on the billions of words that they’ve already read on the internet, they learn the concepts of right or wrong or true or false. 

14.Chatbots can demonstrate other strange behaviours like expressing its love for the user. 

15.In 1966  in the project volunteers interacting with a computer program but  appeared to develop feelings for it even though they knew it was a machine. 

16.The chatbots of tomorrow would be able to use language and respond in the ways that might make people believe that they have a friendship or they have a relationship with these chatbots. 

17.In the future, scientists will create a first AI companion in the form of a chatbot within a humanoid avatar. 

18.In the future, an AI companion will answer people’s questions, but will still fail to give users a chance to do things together like  watching TV  or planning vacations. 

19.In the future, we’ll all frequently interact with chatbots working as customer-service representatives. 

20.Machines will not be able to pass the Turing test which allows to tell whether text is coming from a machine or from a real person. 

21.Counterfeiting humans could be especially helpful for customer-facing websites. 

22.Chatbots could help users to book flights or find a time where three or four people can have a meeting. 

23.Getty Images and some artists are taking legal action against AI art generators for using their content without permission, either by scraping their images or collaging their work. 

24.There is a risk that if enough people use chatbots, this could allow falsehoods and misinformation to spread at a rapid rate. 

25.Chatbots could potentially combat the tactic called “flood the zone” where users disseminate vast amounts of false information to the point that it becomes difficult to discern the truth.  

26.Some experts worry that if you can only chat with something and get a response back, then you’re essentially doing away with having choices.  

27.The fear that chatbots will extract and redistribute their best content may discourage individuals from posting on the internet, potentially resulting in a less dynamic online environment.     

 

XIII. OVER TO YOU. Think of the use of chatbots and chatGPT. Get ready to discuss their benefits and drawbacks. Use the questions below to organize your ideas:

A.   What are some potential benefits of using chatGPT in various industries?

B.   What are some of the limitations or drawbacks of using chatGPT?

C.   How can chatGPT be used to improve language learning and communication skills?

D.   What are some potential future developments or advancements in chatGPT technology?

E.    How can chatbots be used to automate routine tasks in the workplace, and what impact can this have on productivity?

F.    What are some of the challenges of implementing chatbots, and how can they be addressed?

G.   How do you see the role of chatbots evolving in the future, and what new developments can we expect to see in this area?

 

XIV. FOLLOW-UP. Written assignment. Title: Exploring the World of ChatGPT and Chatbots

Objective: After watching a video on ChatGPT and Chatbots, research and write a report on how these technologies are used in different fields, and how they are changing the way we interact with computers.

Task:

1.    Watch the assigned videos (see preceding tasks) on ChatGPT and Chatbots and take notes on key points and concepts discussed.

2.    Research and write a report (750-1000 words) on one of the following topics:

The History of Chatbots: Trace the development of chatbots from their early beginnings to their current state, including notable examples of successful and unsuccessful chatbot applications.

The Future of Chatbots: Analyze emerging trends and new developments in chatbot technology, and predict how chatbots will evolve in the next 5-10 years.

Applications of Chatbots: Examine how chatbots are currently being used in different fields, such as customer service, healthcare, education, and entertainment, and evaluate their effectiveness.

ChatGPT and Language Learning: Discuss how ChatGPT and chatbots can be used as effective language learning tools, and provide examples of how they have been used in language education.

3.    Include at least three credible sources in your report, and cite them using APA style.

4.    Submit your report via the online platform provided by the teacher/via e-mail.

Assessment: Your report will be assessed based on the following criteria:

Clarity and coherence of the writing

Accuracy and relevance of the information presented

Use of credible sources and correct citation style

Demonstrated understanding of the key concepts discussed in the video and during class discussions.

 

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