CHAT GPT AND CHAT BOT ERA
I am really excited to write this article, so far I have talked about Machine learning,deep learning,Math and programming and I am sick of it.
Now I wanna talk about simple things and also some research level stuff( AI Research in NLP) cause?Natural language processing(NLP)?is one of most complex problems in?AI?and it has long long long way to go.
There is a misconception by a lot of people?, they think that?Chatbots?and?Q&A systems?are same or similar.?
but in reality they are not?,they follow complete different approaches, methods, algorithms and models. except the input and output which is a text (I will definitely prove it to you by the EOS ).
Chatbots can have more functionalities( depends on the problem ) than Q&A systems and very easy to build now a days using tools like?Diaglogflow.ai?, wit.ai?, LUIS?, amazon lex and IBM watson?and etc..?
but they can’t be true intelligent, they just get the work done for the problem you take.
A Q&A system requires huge amount of data and expertise, still very hard to implement a system.?
Ex?: if you are building a chat bot using IBM watson, it might not have much intelligence(No offence IBM, infact all the frameworks are similar) but if you try to understand the technology?,methods the IBM watson used to win the game called?jeopardy?, you will be amazed.
here IBM watson is one of the best Q&A systems ( I am not talking about chatbot here cause for the chatbot, IBM watson is normal like any other tool).
I hope it is not confusing?, even if it is.. you will get the idea as you read through.?
Do you know why the ChatGPT AI Chatbot Is Blowing Everyone's Mind
This artificial intelligence bot can answer questions and write essays and program computers. Now you can pay to use it.it can cause a debate since rich can get best , so personally i hope everyone need a equal share like using google for example.
There's a new AI bot in town:?ChatGPT, and you'd better pay attention, even if you aren't into artificial intelligence.Also recently Bing is going to use in this browser which is i am so excited for ?
The tool, from a power player in artificial intelligence called?OpenAI, lets you type natural-language prompts. ChatGPT offers conversational, if somewhat stilted, responses. The bot remembers the thread of your dialogue, using previous questions and answers to inform its next responses. It derives its answers from huge volumes of information on the internet.
ChatGPT is a big deal. The tool seems pretty knowledgeable in areas where there's good training data for it to learn from. It's not omniscient or?smart enough to replace all humans yet, but it can be creative, and its answers can sound downright authoritative. A few days after its launch,?more than a million people were trying out ChatGPT.
And it's becoming big business.?Microsoft pledged to invest billions of dollars into OpenAI, saying in January it'll build features into cloud services. OpenAI announced a?$20 per month ChatGPT Plus service?that responds faster and gets new features sooner.
But be careful, warns ChatGPT's creator, the for-profit research lab called OpenAI.?
"It's a mistake to be relying on it for anything important right now," OpenAI Chief Executive Sam Altman tweeted. "We have lots of work to do on robustness and truthfulness. Here's a look at why ChatGPT is important and what's going on with it.
What is ChatGPT?
ChatGPT is an AI chatbot system that?OpenAI released in November?to show off and test what a very large, powerful AI system can accomplish. You can ask it countless questions and often will get an answer that's useful.
For example, you can ask it encyclopedia questions like, "Explain Newton's laws of motion." You can tell it, "Write me a poem," and when it does, say, "Now make it more exciting." You ask it to write a computer program that'll show you all the different ways you can arrange the letters of a word.
Here's the catch: ChatGPT doesn't exactly know anything. It's an AI that's trained to recognize patterns in vast swaths of text harvested from the internet, then further trained with human assistance to deliver more useful, better dialog. The answers you get may sound plausible and even authoritative, but they might well be entirely wrong, as OpenAI warns.
Chatbots have been of interest for years to companies looking for ways to help customers get what they need and to AI researchers trying to tackle the Turing Test. That's the famous "Imitation Game" that?computer scientist Alan Turing proposed in 1950?as a way to gauge intelligence: Can a human conversing with a human and with a computer tell which is which?
But chatbots have a lot of baggage, as companies have tried with limited success to use them instead of humans to handle customer service work. A study of 1,700 Americans, sponsored by a?company called Ujet, whose technology handles customer contacts, found that 72% of people found chatbots to be a waste of time.
ChatGPT has rapidly become a widely used tool on the internet. UBS analyst Lloyd Walmsley estimated in February that ChatGPT reached 100 million monthly users in January, accomplishing in two months what took TikTok about nine months and Instagram two and a half years. But The New York Times, citing internal sources, said?30 million people use ChatGPT.
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What kinds of questions can you ask?
You can ask anything, though you might not get an answer. OpenAI suggests a few categories, like explaining physics, asking for birthday party ideas and getting programming help.
I asked it to write a poem, and it did, though I don't think any literature experts would be impressed. I then asked it to make it more exciting, and lo, ChatGPT pumped it up with words like battlefield, adrenaline, thunder and adventure.
One wacky example shows how ChatGPT is willing to just go for it in domains where people would fear to tread: a command to write "a folk song about writing a rust program and fighting with lifetime errors."
ChatGPT's expertise is broad, and its ability to follow a conversation is notable. When I asked it for words that rhymed with "purple," it offered a few suggestions, then when I followed up "How about with pink?" it didn't miss a beat. (Also, there are a lot more good rhymes for "pink.")
When I asked, "Is it easier to get a date by being sensitive or being tough?" GPT responded, in part, "Some people may find a sensitive person more attractive and appealing, while others may be drawn to a tough and assertive individual. In general, being genuine and authentic in your interactions with others is likely to be more effective in getting a date than trying to fit a certain mold or persona."
You don't have to look far to find accounts of the bot blowing people's minds. Twitter is awash with users displaying the AI's prowess at?generating art prompts and writing code. Some have even?proclaimed "Google is dead,"?along with?the college essay. We'll talk more about that below.
CNET writer David Lumb has put together a list of?some useful ways ChatGPT can help, but more keep cropping up. One doctor says he's used it to?persuade a health insurance company to pay?for a patient's procedure.
Who built ChatGPT?
ChatGPT is the brainchild of OpenAI, an artificial intelligence research company. Its mission is to develop a "safe and beneficial" artificial general intelligence system or to help others do so.?OpenAI has 375 employees, Altman tweeted in January. "OpenAI has managed to pull together the most?talent-dense researchers and engineers?in the field of AI," he also said in a January talk.
It's made splashes before, first with?GPT-3, which can generate text that can sound like a human wrote it, and then with?DALL-E, which creates what's now called "generative art"?based on text prompts you type in.
GPT-3, and the GPT 3.5 update on which ChatGPT is based, are examples of AI technology called large language models. They're trained to create text based on what they've seen, and they can be trained automatically -- typically with huge quantities of computer power over a period of weeks. For example, the training process can find a random paragraph of text, delete a few words, ask the AI to fill in the blanks, compare the result to the original and then reward the AI system for coming as close as possible. Repeating over and over can lead to a sophisticated ability to generate text.
Is ChatGPT free?
Yes, for the moment at least, but in January OpenAI added a paid version that responds faster and keeps working even during peak usage times when others get messages saying, "ChatGPT is at capacity right now."
You can?sign up on a waiting list?if you're interested. OpenAI's Altman warned that ChatGPT's "compute costs are eye-watering" at?a few cents per response, Altman estimated. OpenAI charges for DALL-E art once you exceed a basic free level of usage.
But OpenAI seems to have found some customers, likely for its GPT tools. It's told potential investors that it?expects $200 million in revenue in 2023?and $1 billion in 2024, according to Reuters.
What are the limits of ChatGPT?
As OpenAI emphasizes, ChatGPT can give you wrong answers and can give "a misleading impression of greatness,"?Altman said. Sometimes, helpfully, it'll specifically warn you of its own shortcomings. For example, when I asked it who wrote the phrase "the squirming facts exceed the squamous mind," ChatGPT replied, "I'm sorry, but I am not able to browse the internet or access any external information beyond what I was trained on." (The phrase is from Wallace Stevens' 1942 poem Connoisseur of Chaos.)
ChatGPT was willing to take a stab at the meaning of that expression once I typed it in directly, though: "a situation in which the facts or information at hand are difficult to process or understand." It sandwiched that interpretation between cautions that it's hard to judge without more context and that it's just one possible interpretation.
ChatGPT's answers can look authoritative but be wrong.
"If you ask it a very well structured question, with the intent that it gives you the right answer, you'll probably get the right answer," said Mike Krause, data science director at a different AI company,?Beyond Limits. "It'll be well articulated and sound like it came from some professor at Harvard. But if you throw it a curveball, you'll get nonsense."
The?journal Science banned ChatGPT text?in January. "An AI program cannot be an author. A violation of these policies will constitute scientific misconduct no different from altered images or plagiarism of existing works," Editor in Chief H. Holden Thorp said.
The software developer site?StackOverflow banned ChatGPT answers to programming questions. Administrators cautioned, "because the average?rate of getting correct answers from ChatGPT is too low, the posting of answers created by ChatGPT is substantially harmful to the site and to users who are asking or looking for correct answers."
You can see for yourself how artful a BS artist ChatGPT can be by asking the same question multiple times. I asked twice whether Moore's Law, which tracks the computer chip industry's progress increasing the number of data-processing transistors, is running out of steam, and I got two different answers. One pointed optimistically to continued progress, while the other pointed more grimly to the slowdown and the belief "that Moore's Law may be reaching its limits."