New AI Chatbot - Claude 2 - is Free and Outperforms ChatGPT

AI Revolution
15 Jul 202309:37

Summary

TLDRThe video discusses Claude 2, an AI chatbot developed by Anthropic to rival ChatGPT. Claude 2 summarizes text more concisely than ChatGPT and scores higher on intelligence tests. Former OpenAI executives founded Anthropic and aim to make Claude 2 more helpful, consistent and safe than other chatbots. Claude 2 has fewer parameters than ChatGPT but costs much less to access the API. The video compares Claude 2 to ChatGPT and other models like Google's Bard. It remains to be seen if Claude 2 will disrupt the AI chatbot landscape, but Anthropic plans ongoing improvements to make it more capable and globally accessible.

Takeaways

  • 😀 Claude 2 is Anthropic's new AI chatbot that can summarize large amounts of text and has improved capabilities over the previous version
  • 👍 It scored higher than average humans on sections of the bar exam and at writing Python code
  • 📚 It can summarize up to 75,000 words, much more than GPT-3's 3,000 word limit
  • 😇 Anthropic claims Claude 2 is safer than GPT chatbots due to better training data and safety measures
  • ❓ But the meaning of their "twice as harmless" claim is unclear and needs elaboration
  • 🔢 Claude 2 has 100 billion parameters compared to GPT-4's 175 billion, but can produce longer texts
  • 💸 Accessing Claude 2's API is much cheaper than GPT prices of $0.12 per 1,000 tokens
  • 🚀 Anthropic has exciting capability improvements planned for Claude 2 in coming months
  • 🤖 It will compete with other models like Google's Bard and Palm 2 as the AI market grows rapidly
  • ✍ Let me know your thoughts on whether Claude 2 can beat GPT chatbots!

Q & A

  • What makes Claude 2 stand out from other AI chatbots like ChatGPT?

    -Claude 2 has unique capabilities like summarizing up to 75,000 words of text, scoring higher on intelligence and reasoning tests like the bar exam and python coding tests, and producing longer texts and summaries than ChatGPT. It also has safety measures in place to reduce harmful content.

  • How does Claude 2 compare to ChatGPT in terms of model size?

    -Claude 2 has 100 billion parameters while ChatGPT is built on GPT-4 which has 175 billion parameters. So ChatGPT's model is larger.

  • What are some key people behind the development of Claude 2?

    -Some key people are Daniela Amodei, the co-founder and CEO of Anthropic who previously led the GPT-3 team at OpenAI, and Dario Amodei, another Anthropic co-founder and former VP of Research at OpenAI.

  • What are some potential issues with AI chatbots that Anthropic is trying to address with Claude 2?

    -Key issues are safety, preventing harmful or offensive content, and hallucinations, where the chatbot generates incorrect or illogical information.

  • How does the pricing compare between accessing the Claude 2 API vs the ChatGPT API?

    -The Claude 2 API is much cheaper at $0.0465 per 1000 words generated compared to $0.12 per 1000 tokens for ChatGPT premium API.

  • What is Anthropic's vision for improving Claude 2 in the future?

    -Anthropic plans to iteratively deploy more capability improvements for Claude 2 in the coming months. They also hint at working on other models like vision and reinforcement learning.

  • Who are some other competitors in the AI chatbot space?

    -Other competitors are models from other companies like Bard from Google built on their LaMDA model, as well as other unnamed vision and reinforcement learning models Anthropic is developing.

  • What is the expected market size for AI chatbots showing the opportunities?

    -The AI chatbot market is projected to grow from $17 billion in 2020 to $102 billion by 2026 according to Markets and Markets, representing major business opportunities.

  • What unique data did Anthropic likely use to train Claude 2?

    -Anthropic likely fed Claude 2 more up-to-date and varied textual data compared to other models in order to better mirror today's societal expectations and knowledge.

  • What approach has Anthropic taken regarding problems with Claude 2?

    -Rather than claiming Claude 2 has no issues, Anthropic openly admits problems like hallucinations but explains they are actively working to address them and move towards safer AI.

Outlines

00:00

😊 Introducing Claude 2, Anthropic's Powerful New AI Chatbot

Paragraph 1 introduces Claude 2, the second generation AI chatbot from Anthropic. It highlights Claude 2's advanced capabilities like summarizing up to 75,000 words, compared to GPT-3's 3,000 words. The paragraph also provides background on Anthropic's founders and their mission to create safer, more trustworthy AI.

05:00

😲 Claude 2 vs ChatGPT: How Do They Compare?

Paragraph 2 compares Claude 2 to OpenAI's ChatGPT. It notes that ChatGPT has more parameters but Claude 2 can produce longer texts and summaries. Claude 2 also scores better on some intelligence/reasoning tests. The paragraph then discusses pricing - Claude 2's API is much cheaper than ChatGPT's.

Mindmap

Keywords

💡Claude 2

Claude 2 is the second generation AI chatbot created by Anthropic. It is presented as an improved version of Claude 1, with enhanced capabilities such as summarizing large amounts of text, scoring highly on intelligence/reasoning tests, and generating more accurate and consistent responses. Claude 2 is positioned as a competitor to chatbots like GPT, with advantages like lower cost and greater safety.

💡chat GPT

Chat GPT is the AI chatbot created by OpenAI based on their GPT-4 language model. It is considered the current leader in AI chatbots with 175 billion parameters. The video compares Claude 2 to chat GPT in areas like length of text generated, performance on tests, safety, and pricing of API access.

💡parameters

Parameters refer to the controls in a machine learning model that determine how it processes input data to generate outputs. More parameters allow a model to handle more complex tasks. Chat GPT has 175 billion parameters while Claude 2 has 100 billion - still sizable but less than GPT.

💡safety

Safety refers to the reliability of AI chatbot outputs, ensuring they are harmless, accurate and socially appropriate. The video emphasizes safety as an advantage of Claude 2 over chatbots like GPT that sometimes generate racist, sexist or inappropriate content.

💡hallucinations

Hallucinations refer to when chatbots produce responses or details that are incorrect or illogical rather than factually grounded. It's cited as an ongoing challenge for Claude 2 and language models in general.

💡API access

API access allows third-party developers to integrate the capabilities of AI chatbots like Claude 2 and GPT into their own applications and platforms. Claude 2's API pricing is touted as more affordable compared to GPT.

💡Google Bard

Google Bard is presented as an emerging competitor, based on Google's own Palm language model. While details are limited, Bard seems positioned as an alternative AI chatbot with similar functionality as Claude 2 or GPT.

💡market growth

The video notes the huge projected growth in market value for AI chatbots over the next years - from $17 billion in 2020 to $102 billion in 2026. This demonstrates the massive financial opportunity driving innovation in this space.

💡model improvements

The video concludes by commenting that Claude 2 and competitors like GPT will continue upgrading their models' capabilities over time. There is an ongoing race to build the most powerful and advanced AI chatbot.

💡competition

Competition is a recurring theme, positioning Claude 2 in a battle for dominance against chat GPT and models from Google, Microsoft and others. There is fierce competition, high stakes and massive opportunity.

Highlights

Claude 2 is the second generation of Anthropic's AI chatbot and it's a huge improvement over the previous version.

Claude 2 can summarize up to about 75,000 words compared to GPT-4's 3,000 words.

Claude 2 scored higher than average humans on sections of the bar exam and at a professional coding level on a Python coding test.

The Anthropic team has over 35 people dedicated specifically to Claude 2 and 150 total working on it.

Anthropic's founders include former OpenAI executives leading teams that developed GPT-3 and GPT-4.

Anthropic believes Claude 2 can help people by providing natural language understanding and generation.

Anthropic designed Claude 2 with safety in mind to make it more trustworthy and reliable than other chatbots.

ChatGPT has issues with generating racist, sexist, and violent text which Claude 2 claims to address.

Anthropic says Claude 2 is safer, but specifics on harmlessness metrics are still unclear.

All language models including Claude 2 struggle with hallucinations - making up details without evidence.

Claude 2 can produce longer texts and summaries than GPT chatbots.

Claude 2 performs better on logic and problem-solving tasks than GPT.

Claude 2's API is a fraction the cost of GPT-4 for 1,000 words.

Anthropic hints at working on vision and reinforcement learning models beyond Claude 2.

The AI chatbot market is expected to reach $102 billion by 2026, representing massive opportunity.

Transcripts

play00:00

AI just got a whole lot more interesting

play00:02

with anthropic's new AI chat bot Claude

play00:04

2 and it comes ready to challenge chat

play00:07

GPT developed by anthropic a rising star

play00:10

in the AI World which was founded by

play00:13

former open AI research Executives and

play00:15

you know what they just might be open

play00:17

ai's worst nightmare so Claude 2 is the

play00:20

second generation of anthropic's AI

play00:22

chatbot and it's a huge improvement over

play00:24

the previous version honestly it can do

play00:27

amazing things that chat GPT can't like

play00:30

summarize up to about 75 000 words

play00:32

compared to gpt4's 3000 words that means

play00:36

Claude 2 Can Transform large data sets

play00:39

into concise summaries which is super

play00:41

useful for researchers journalists

play00:43

students and anyone who needs to digest

play00:46

a lot of information quickly imagine

play00:48

being able to read a whole book in a

play00:50

minute or get the gist of a complex

play00:52

report in seconds that's what Claude 2

play00:54

can do for you it's based on a deep

play00:56

neural network that learns from a large

play00:59

Corpus of text data just like chat GPT

play01:01

but Claude 2 has some unique

play01:03

capabilities that make it stand out from

play01:05

the crowd in fact it is done better than

play01:07

its previous version on various

play01:09

intelligence and reasoning tests for

play01:11

example it scored 76.5 percent on the

play01:15

multiple choice section of the bar exam

play01:16

compared to 73 percent before that's

play01:20

higher than the average human score of

play01:22

74 percent in a python coding test it

play01:25

scored 71 percent up from 56 percent in

play01:28

the previous version which means that it

play01:30

is capable of writing code at a

play01:32

professional level and when it comes to

play01:33

grade school math problems it scored 88

play01:36

percent up from 85 percent so if you

play01:38

allow it Claude 2 could excel at your

play01:41

math homework but how did anthropic

play01:43

manage to create such a powerful AI chat

play01:45

bot well it took them a lot of time and

play01:48

effort according to their website they

play01:50

have a team of 30 to 35 people dedicated

play01:52

to building Claude 2 with a total

play01:55

support of around 150 people that's a

play01:58

lot of brain power behind this project

play02:00

and they have some big names in the AI

play02:01

field as well Daniela ahmaday the

play02:04

co-founder and CEO of anthropic is a

play02:07

former research director at open AI

play02:09

where she led the team that created gpt3

play02:12

the predecessor of gpt4 she also happens

play02:15

to be the sister of Dario amode another

play02:18

co-founder of anthropic and former VP of

play02:21

research at open AI Daniela amadei has

play02:24

said that there is a huge business

play02:25

demand and a market gap for AI chat Bots

play02:28

like Claude 2. she believes that Claude

play02:30

2 can help people with various tasks and

play02:33

problems that require natural language

play02:35

understanding and generation she also

play02:37

thinks that it can be more trustworthy

play02:39

and reliable than other AI chat Bots

play02:41

because it has been designed with safety

play02:43

in mind the safety of AI chat Bots is a

play02:46

serious concern as they can spew out

play02:49

harmful or offensive content potentially

play02:51

impacting people and causing issues for

play02:54

instance chat GPT has a track record of

play02:56

generating texts which can be racist

play02:58

sexist or violent this isn't just about

play03:01

hurting feelings it could cause real

play03:03

world harm to users or even broader

play03:05

societal issues the folks at anthropic

play03:08

are beating the drum about their AI

play03:10

Claude 2 claiming it's safer than chat

play03:12

GPT they say it's been fed with more

play03:15

up-to-date and varied information that

play03:17

mirrors today's societal expectations

play03:19

they also tout the safety measures

play03:21

they've put in place to stop this bot

play03:23

from turning out damaging content or

play03:25

falling prey to nasty users they're

play03:28

pretty proud saying that Claude 2 is

play03:30

twice as good at dishing out harmless

play03:33

responses compared to its earlier

play03:34

version according to their own testing

play03:36

but let's be clear that's a murky claim

play03:39

does it mean Claude 2 is half as likely

play03:41

to spit out harmful stuff or is it twice

play03:43

as likely to produce harmless output and

play03:46

how do they measure harmlessness anyway

play03:48

anthropic really needs to clear up these

play03:50

points if they're going to convince us

play03:51

that Claude 2 isn't just another problem

play03:54

waiting to happen even though safety is

play03:56

a big hurdle for Claude 2 and the entire

play03:59

AI sector it's not the only one another

play04:01

problem is what's called hallucinations

play04:03

which is when AI chatbots come up with

play04:05

wrong answers or details that don't have

play04:07

any evidence or logic behind them this

play04:10

happens because AI chat Bots aren't

play04:12

truly grasping what they're saying or

play04:14

writing they're just copying language

play04:16

patterns they've picked up from the data

play04:18

they've learned but sometimes these

play04:19

patterns might be wrong or confusing and

play04:22

the AI chat Bots can't tell the

play04:24

difference Daniela amode has openly said

play04:26

this is an issue for all language models

play04:29

not just Claude 2. she's explained

play04:31

they're working to make Claude 2's

play04:33

answers more accurate and consistent and

play04:35

also to make the system more clear and

play04:37

understandable she's also made it clear

play04:39

they're not saying Claude 2 is without

play04:41

problems or mistakes instead she's

play04:43

saying it's a move towards building more

play04:45

helpful and safer AI chat bots so you're

play04:48

wondering how Claude 2 Stacks up against

play04:50

other AI chat Bots out there it's best

play04:52

to look at chat GPT first for a

play04:54

comparison now chat GPT is built on gpt4

play04:58

which is the newest and biggest language

play05:00

model from open AI this model has a

play05:03

staggering 175 billion parameters while

play05:06

Claude 2 has 100 billion parameters

play05:09

think of parameters like the controls on

play05:11

a soundboard they decide how the AI

play05:13

processes data and produces results chat

play05:16

GPT is highly respected and many believe

play05:19

it's the top AI chatbot in the world

play05:21

it's capable of creating clear and

play05:24

varied texts on pretty much any topic

play05:26

plus it can look up information on the

play05:28

internet which Claude 2 can't do but can

play05:31

only search through documents millions

play05:33

of people have used chat GPT for lots of

play05:35

different things ranging from fun and

play05:38

games to learning to business needs it's

play05:41

also led to the creation of many

play05:42

applications and platforms that use its

play05:45

programming interface or API like

play05:47

replica Jarvis and copy AI but don't

play05:50

count out Claude 2 just yet it's got a

play05:53

few tricks up its sleeve that give it an

play05:55

edge over chat GPT making it a real

play05:57

competitor in the AI chatbot game for

play05:59

starters Claude 2 can produce longer

play06:01

texts and summaries than chat GPT this

play06:04

means it is better at handling more

play06:05

complicated tasks that need a lot of

play06:07

info and Analysis and Claude 2 performs

play06:10

better on certain intelligence and

play06:11

reasoning tests than chat GPT like the

play06:14

bar exam and the python coding test this

play06:16

shows that it could be more useful and

play06:18

dependable for tasks that call for logic

play06:20

and problem solving skills another

play06:22

advantage that Claude 2 has over chat

play06:25

GPT is the price of its API if you want

play06:28

to use chat GPT for your business or

play06:30

project you have to pay a hefty fee to

play06:33

access its API according to open ai's

play06:36

website the price is 12 cents per 1000

play06:39

tokens which is equivalent to

play06:41

approximately 750 words and that's for

play06:44

the premium tier which gives you access

play06:46

to more features and support depending

play06:48

on the context window size that's a lot

play06:51

of money for an AI chat bot that can

play06:53

sometimes give you harmful or inaccurate

play06:55

outputs but with Claude 2 you don't have

play06:58

to break the bank to use its API

play07:00

according to anthropic's website the

play07:02

price of Claude 2 API is the same as

play07:05

Claude 1.3 API which is

play07:08

0.0465 to generate 1 000 words that

play07:13

means you can use it for a fraction of

play07:14

the cost of chat GPT and get better

play07:16

performance longer responses and safer

play07:19

outputs that's a great deal for anyone

play07:21

who wants to Leverage The Power of AI

play07:23

chat Bots for their business or project

play07:25

and if you just want to try Claude 2 for

play07:28

fun or personal use you can do that for

play07:30

free on Claude AI where you can chat

play07:33

with it in natural language and ask it

play07:35

for help with any tasks that you like of

play07:37

course chat GPT is not the only AI chat

play07:41

bot that Claude 2 has to compete with

play07:42

there are also other models from other

play07:44

companies that have their own strengths

play07:46

and features for example there is Bard

play07:48

the AI chat bot from Google which is an

play07:51

early experiment that lets you

play07:52

collaborate with generative AI Bard is

play07:55

based on Google's Palm 2 model which has

play07:57

11 billion parameters and can perform

play08:00

various natural language tasks Bard is

play08:03

now publicly available in the U.S and

play08:05

the UK and will support more languages

play08:07

soon Google has showcased some of its

play08:09

outputs on its blog and YouTube and they

play08:11

look pretty impressive so what does the

play08:13

future hold for Claude 2 and how will it

play08:16

disrupt the landscape of AI chat Bots

play08:18

well anthropic has said that they have

play08:20

an exciting road map of capability

play08:22

improvements planned for Claude 2 and

play08:25

that they will be slowly and iteratively

play08:27

deploying them in the coming months they

play08:29

have also said that they are working to

play08:30

make Claude more globally available and

play08:33

accessible to more people and businesses

play08:35

they have also hinted that they are

play08:36

working on other projects besides Claude

play08:39

2 such as Vision models and

play08:41

reinforcement learning models but other

play08:43

AI companies are also working on

play08:45

improving their models and creating new

play08:47

ones the competition is fierce and the

play08:50

stakes are high the AI chatbot Market is

play08:52

expected to grow from 17 billion dollars

play08:55

in 2020 to 102 billion dollars by 2026

play08:58

according to a support by markets and

play09:01

markets that's a lot of money and

play09:03

opportunity for anyone who can create a

play09:05

better AI chat bot than the rest so what

play09:07

do you think is Claude 2 going to

play09:09

destroy chat GPT or will chat GPT Remain

play09:13

the king of AI chat Bots or will another

play09:15

model emerge and surprise us all let me

play09:17

know your thoughts in the comments below

play09:18

and if you liked this video please give

play09:21

it a thumbs up and subscribe to my

play09:22

channel for more AI content thanks for

play09:25

watching and I'll see you next time

play09:30

foreign

Rate This

5.0 / 5 (0 votes)

您是否需要英文摘要?