ChatGPT cheat sheet: Complete guide for 2023
Get
up and running with ChatGPT with this comprehensive cheat sheet. Learn
everything from how to sign up for free to enterprise use cases, and start
using ChatGPT quickly and effectively.
ChatGPT reached 100
million monthly users in January, according to a UBS report, making it the
fastest-growing consumer app in history. The business world is interested in
ChatGPT too, trying to find uses for writing AI throughout many different
industries. This cheat sheet includes answers to the most common questions
about ChatGPT and its competitors.
What is ChatGPT?
ChatGPT is a
free-to-use AI chatbot product developed by OpenAI. ChatGPT is built on the
structure of GPT-4. GPT stands for generative pre-trained transformer;
this indicates it is a large language model that checks for the probability of
what words might come next in sequence. A large language model is a deep
learning algorithm — a type of transformer model in which a neural network
learns context about any language pattern. That might be a spoken language or a
computer programming language.
The model doesn’t
“know” what it’s saying, but it does know what symbols (words) are likely to
come after one another based on the data set it was trained on. The current
generation of artificial intelligence chatbots, such as ChatGPT, its Google
rival Bard and others, don’t really make intelligently informed decisions;
instead, they’re the internet’s parrots, repeating words that are likely to be
found next to one another in the course of natural speech. The underlying math
is all about probability. The companies that make and use them pitch them as
productivity genies, creating text in a matter of seconds that would take a
person hours or days to produce.
In ChatGPT’s case,
that data set was a large portion of the internet. From there, humans gave
feedback on the AI’s output to confirm whether the words it used sounded
natural.
SEE: Open AI’s probability
assessments were trained on Microsoft’s Azure AI supercomputer.
Several organizations
have built this ability to answer questions into some of their software
features too. Microsoft, which provides funding for OpenAI, rolled out ChatGPT
in Bing search as a preview. Salesforce has added ChatGPT to some
of its CRM platforms in the form of the Einstein digital
assistant.
Who made ChatGPT?
ChatGPT was built by
OpenAI, a research laboratory with both nonprofit and for-profit branches. At
the time of its founding in 2015, OpenAI received funding from Amazon Web
Services, Infosys, and YC Research and investors including Elon Musk and Peter Thiele.
Musk has since cut ties with the company, while Microsoft currently provides
$10 billion in funding for OpenAI.
How much does ChatGPT cost?
The base version of
ChatGPT can strike up a conversation with you for free. OpenAI also runs
ChatGPT Plus, a $20 per month tier that gives subscribers priority access in
individual instances, faster response times, and the chance to use new features
and improvements first. For example, right now ChatGPT Plus subscribers will be
running GPT-4, while anyone on the free tier will talk to GPT-3.5.
For developers and
organizations who don’t already have a specific contract with OpenAI, there is
a waitlist for access to the ChatGPT API.
How to use ChatGPT
It’s easy to use the
free version of ChatGPT. You need to sign up for an account with OpenAI,
which involves fetching a confirmation code from your email; from there, click
through and provide your name and phone number. OpenAI will warn you that the
free version of ChatGPT is “a free research preview.” For the Plus version,
you’ll see an “upgrade to Plus” button on the left side of the home page.
ChatGPT can answer
questions (“What are similar books to [xyz]?”). It can tell stories and jokes
(although we’ll leave the discussion of whether they are good stories or good
jokes to others).
For businesses,
ChatGPT can write and debug code, as well as create reports, presentations,
emails, and websites. In general, ChatGPT can draft the kind of prose you’d
likely use for work (“Write an email accepting an invitation to speak at a
cybersecurity conference.”). Microsoft showed off these features in its
announcement that OpenAI is coming to Word and some other parts of the 365
business suite.
Criticisms of natural language AI
So, with more and more
organizations adopting AI, many questions arise. Will AI be able to fill jobs
currently held by humans? What can and can’t natural language chat AI do?
Perhaps inspired by
science fiction about AI taking over the earth, some high-profile players in
tech urge caution about giving AI too much free reign. Last week, a petition
signed by Elon Musk and many others urged companies to pause large AI
development until more safeguards can be built in.
OpenAI cautions that
its products are not to be used for decisions in law enforcement or global
politics. Privacy, which is perhaps a more pressing concern than global
domination, led Italy to ban ChatGPT. OpenAI has since stated it
wants to find a way to let ChatGPT work within the European Union’s
strict privacy rules.
Other major concerns
about ChatGPT come from those whose jobs it might replace instead of
enhance. ChatGPT also opens up questions about the ethics of using written
content created by the algorithm. Posts created by AI should be clearly marked
as such, but what about more casual content such as emails? Business leaders
should establish guidelines for when to be transparent about the use of ChatGPT
or other AI at work.
What are ChatGPT’s competitors?
ChatGPT’s primary
competitors are or could be Google’s Bard, Baidu’s Ernie, DeepMind’s
Sparrow, and Meta’s BlenderBot.
Google’s Bard
ChatGPT’s main
competitor is Bard, Google’s AI natural language chatbot. People who would like
to try Bard’s chat function need to join a waitlist.
Now Google plans to
add Bard into the search. In comparison to ChatGPT, Bard focuses more on
creating prose that sounds like a human could have spoken it naturally and less
on being able to answer any question. Bard is built on Google’s LaMDA or
Language Model for Dialogue Applications.
While Microsoft is
ahead of the pack right now in terms of providing chat functions to
productivity software, the company lags behind in terms of its search engine,
Bing. Google takes the opposite position: Its search engine is a household
name, but the company didn’t have an AI rival ready to go. (Meanwhile, ChatGPT
helped Bing reach 100 million daily users.)
Baidu’s Ernie
The Chinese search
engine Baidu plans to add a chatbot called Ernie. Baidu announced the upcoming
change on March 16, at which point the initial showing disappointed
investors.
DeepMind’s Sparrow
OpenAI also competes
with Deep Mind, an artificial intelligence research laboratory owned by
Alphabet. However, the two organizations are significantly different in terms
of their aims. Deep Mind focuses more on research and has not yet come out with
a public-facing chatbot. Deep Mind does have Sparrow, a chatbot designed
specifically to help AI communicate in a way that is “helpful, correct,
and harmless.” Deep Mind founder Demis Hassabis told The
Independent in January 2023 that Deep Mind may release a private beta
version of Sparrow later in 2023.
Meta’s BlenderBot
Meta released
BlenderBot in August 2022. The prototype Blender Bot from the company
behind Facebook focuses on being able to chat, providing short, conversational
replies rather than full paragraphs.
What about Apple?
According to The
New York Times, Apple is working on leveraging the tech it has, especially
Siri, to create a ChatGPT rival. However, more information about what the final
product might look like is thin on the ground for now.
The future of AI in business
Will ChatGPT be common
in online products in the future or is it a technological innovation forever in
search of a greater use case? Today its ‘intelligence’ is clearly still in the
beginning stages, with OpenAI including disclaimers about inappropriate content
or incorrect “hallucinations.” ChatGPT may put the words in a coherent order,
but it won’t necessarily keep the facts straight.
Meanwhile, AI
announcements that go viral can be good or bad news for
investors. Microsoft’s stock price rose after the announcement of
GPT-4, while Google’s stock dropped when Bard performed badly in a
demonstration
