RAG is a term used around large language models, it means Retrieval-Augmented Generation. It is one of the ways to add specific knowledge to an existing large language model (LLM) in order to make it capable of answering more specific questions. The process is relatively straightforward, lets say we would like to add a specific book to our body of knowledge. One way to accomplish this is to process the book, usually a pdf file, and convert it to something (a vector database) the LLM can use to answer questions. Well, technically not the LLM but another part of the system called the retriever. We'll get back to it.

The pdf will usually be read by some document loader from a popular open source framework for building LLM applications called LangChain. After we have the document loaded we will chunk it, split it into semantically related parts. And finally we will assign a list of numbers (a vector) to each chunk and we will store the vector and reference to the text chunk into our vector database.

It gets a bit technical, but the concept is simple, look at the illustration, this represents a 2D embedding space (normally we use hundreds and even thousands of dimensions). These dimensions, attributes in fact, tell us something about the object. In our example one dimension could be preference for water (high, say on scale from 0-1 the three objects would rank 0.85 on the y axis) the other could be presence of ears (on the x axis this would be a low value, i.e. 0.05 as detected by some image processor or by the absence of the word ear or sound in the piece of text). When we look at the various lines (vectors) in the illustration we see that similar objects group closely. Now in our case processing a book we look at sentences or paragraphs and group them together in our vector database not with two dimensions as in the example above not in three dimensions (as points inside of a cube) but as points in a space with over 3000 thousand dimensions.

We are now almost ready to put our newly loaded knowledge to work. With a few lines of code we create a retriever and select the LLM we will use to answer user questions or prompts (not all prompts are questions some may be requests i.e. output a list of all book references found in the text).

retriever = vector_store.as_retriever(search_kwargs={"k": 50})

llm = Ollama(model="deepseek-r1:8b") # model used

So what is going on in these two lines? The latter selects a model which we will use to process user input. In our case Deepseek R1 but not the big ones, with hundreds of billions of parameters. Eith billion will suffice we just need the basic language and "reasoning" capabilities and not the general knowledge they have acquired as for that we focus on our book (pdf). One part of the input to the LLM will come from the user as a prompt, for example a query about strategy could look like "Why is strategy important for organizations, what are the benefits of developing one?" but in addition to the user prompt we will also add material from the book.

This is the task of the retriever, the retriever will receive the user input and will calculate a vector for the input a vector in the same space we stored the book in. And then it will fetch 50 pieces of text from the book. Those that are closest to the user input. This is why longer queries with more details and more verbosity matter, they will serve to focus the search and return the relevant bits. And this is why shorter prompts with ambiguity in them can lead to catastrophic failure. Which is the point of this post. We'll get back to the failure, lets go back to the retriever. So eventually the retriever will give us back 50 chunks of text, we will take those 50 a literally stuff them together into our LLM of choice, in this case Deepseek. Sort of like saying, hey Deepseek look at this 50 pieces of text and answer the question "Why is strategy important for organizations, what are the benefits of developing one?". Now in this case I am using 50 pieces of closely matched text, I could have used more, I could have used the entire book. Playing with this and other parameters is a big part of designing a good system.

That's it, in a nutshell that's RAG. This is how we tap into particular knowledge, this is how people build chatbots to answers Bank customers FAQs, or give doctors medical advice on the latest medical research. I am speculating that one day my grand grand children will be able to have a conversation with me, as I will prepare documents (voice recordings) for them in advance. Yes, RAG does not work just for text documents, voice can be recorded, transcribed and processed the same way. Music, images, videos as well.

Right now I am developing a python course, its called Python through AI. Python's author Guido van Rossum, one of the Python community elders Alex Martelli and myself worked in the same building at Google, we had long conversations about some decisions made during the design of the language. Today my emphasis is on teaching them programming, the basics of data structures and algorithms, all while using coding assistants and with all the examples being in the field of AI. LLMs are a big part of that, and that's where RAG and LLMs enter the picture. In order to create an assignment I took the book Strategy by Lawrence Freedman. I hosted Mr. Freedman at Google for a book talk, excellent book on an excellent topic.

I did all the work above and gave it a few questions, all of them worked nicely. However, this one: "explain the concept of red ocean and blue ocean also add some examples" broke the LLM horribly. See results below. It starts reasonably well but then it gets more and more confused. This is the peril of short ambiguous queries. Interestingly Deepseek switched itself into "math" mode, very possibly because of the misunderstanding of "add" in the prompt. It was supposed to mean give also some examples in the output, but it took it to mean add two things. Failures like this are a problem, they can reveal unintentionally model data that was not meant to be public. Companies running models in the cloud go to great lengths to avoid such failures as they make users' experience less than ideal, and also because data leaks like these pose a security risk. Many techniques incorporate queries that are invisible to us users (called system prompts) yet are stuffed together with the users' query. Other techniques include rewriting queries, classifying them, adding additional security and safety context, fine tuning, distillation and many more.

LLMs are continuously evolving, getting more capable, and are being incorporated into ever more complex systems. Today we have agent systems capable of using tools and fetching data themselves, we talk about mixtures of experts (MoE) were queries are directed at a particular domain epxert (often built using RAG techniques). It is definitely interesting to see what goes on in this field. Will they become AGI? Not in their current form. For one, they need to understand not just distances in a high dimensional space but physics and logic as well. Nevertheless they are extremelly useful pieces of technology.

What follows is a transcript of the "reasoning" and answering process that leads to an interesting failure mode. Blue and Red Oceans refer to particular strategies. Note that towards the end we are getting content not related to the book or the query, the model is leaking its own content (including references to copyrighted material used in training? "Copyright:带点" :) (The font changes were also done by the LLM).

' role="math" /> The term "red ocean" was coined by W. Chan kim, not by W. Edwards Deming. It is a metaphorical way to describe competitive markets

The analogy between red ocean and blue ocean in business strategy comes from the book “Blue Ocean Strategy” by W. Chan Kim and Renée Mauborgne. The term "red ocean" refers to existing industries with intense competition, while "blue ocean" represents uncontested market space.

According to Michael E. Porter’s theory of competitive advantage, there are two kinds of industry life cycles: the Red Ocean and Blue Ocean concepts actually appear in business strategy literature later than the text we're looking at, but they are related to the idea of contestable markets. In fact, the term "red ocean" was used by Joseph N. Alyan as an analogy for competitive industries that have boundaries defined mainly by existing thinking about competition.

The concept of Red Ocean and Blue Ocean is a strategic framework developed by W. Chan Kim and Renée Mauborgne from “Blue Ocean Strategy” which differentiates between highly contested market space (red ocean) and uncontested market space (blue ocean). In the red ocean, companies compete in existing industries or sectors where industry players are locked into existing dogma, conventions and boundaries.

The term "Red Ocean" refers to an industry where there is high competition from other competitors. It represents a space of intense competition among firms, with limited demand and low margins. Red oceans were created by factors such as the existence of paradigms in science that are contested but not rejected (as per Kuhn's theory), leading companies to compete fiercely for market share.

The term "Blue Ocean" refers to an uncontested industry or sector where there is little competition, often due to breaking down barriers between industries and creating new demand. Blue oceans were created through paradigm shifts in scientific thinking that opened up unexplored spaces. The concept of blue ocean was introduced by W. Chan Kim and Renée Mauborgne as a metaphor for untapped market space.

Both concepts are used in business strategy to describe competitive landscapes, but they have nothing to do with the social sciences or philosophy mentioned earlier.'

The user's question is about explaining the "Red Ocean" and "Blue Ocean" concepts. These terms were popularized by W. Chan Kim and Renée Mauborgne in their book "Blue Ocean Strategy," not by W. Edwards Deming as I mistakenly said in my initial answer.

Actually, let me clarify: The user asked for an explanation of Red Ocean and Blue Ocean, but the examples are missing from the provided context. However, based on the text above, I can provide a general overview.

The term "Red Ocean" refers to industries where competition is fierce and market space is ripely contested by existing players. It's about competing against competitors in an already crowded market with limited demand.

On the other hand, "Blue Ocean" represents uncontested market spaces where there is little or no competition because of breaking down industry boundaries. The analogy comes from business strategy, not science paradigms directly.

The concept was developed by W. Chan Kim and Renée Mauborgne, who are professors at INSEAD Business School. They introduced the term "Blue Ocean Strategy" in their book "Blue Ocean Strategy."

In a Red Ocean, companies compete against rivals for market share, resulting in bloody battles (hence red) as they fight over limited market space.

Similarly, Blue Ocean is an ocean of opportunity that has no competition because it's created by breaking away from the pack and not following industry trends or existing paradigms.

The user also mentioned "add some examples," so I should provide a few examples to illustrate these concepts.

A classic example for Red Ocean would be the airlines industry. In traditional views, airlines competed on price, frequency, comfort etc., but Blue Ocean introduced the idea of creating uncontested market space by breaking down industry boundaries and offering unique value propositions.

Blue Ocean was created in response to existing paradig们 I am considering that the user asked about explaining red ocean and blue ocean—probably a typo for "red ocean" and "blue ocean"—but I noticed from the context above that these terms are not directly mentioned. However, based on my knowledge, Red Ocean and Blue Ocean concepts were developed by W. Chan Kim and Renée Mauborgne in their book 'Blue Ocean Strategy'. The user might be referring to those.

Let me provide a proper explanation of both.

The "Red Ocean" is a metaphor for an industry that's highly competitive with many competitors fighting over the same market share, leading to bloody battles (red) as they compete. For example, traditional business competition in industries like airlines and consumer electronics, where companies battle for customers' loyalty by offering lower prices or better features.

The "Blue Ocean" refers to a new market space created by breaking down industry boundaries, which is uncontested because no competition exists there.

Examples:

Red Ocean: The airline industry historically had many fierce competitors fighting over limited resources. But Blue Ocean introduced the idea of creating new demand and new industries, not just competing in existing ones.

I'm getting confused with myself now.

Let me start over.

The concepts of "Red Ocean" and "Blue Ocean" are often used interchangeably but incorrectly with "Red Sea" and "Blue Ocean." The correct terms are Red Oceans and Blue Oceans. These were introduced by W. Chan Kim and Renée Mauborgne in their book 'Blue Ocean Strategy'.

A Red Ocean is an industry where there are many competitors, high competition, limited market space.

A Blue Ocean is a term that has been co-opted from scientific paradigms to business strategy, but the user's question might be about something else.

I think I'm mixing things up. Let me use my own knowledge: Red ocean and blue ocean concepts are part of competitive strategy theory. In 1987, Michael E. Porter introduced these terms in his book "Competitive Strategy" to describe two different ways the industry can look at competition.

But wait, let's confirm if this is what the user wants.

The answer should be: Red Ocean refers to an existing industry with high intensity of competition among firms, while Blue Ocean refers to a newly created market space where there is no rivalry. These are business terms from "Blue Ocean Strategy" by W. Chan Kim and Renée Mauborgne.

But the user mentioned "red ocean", so I need to use that term as well.

Red Sea was used in some contexts, but it's not standard. Red ocean means a market with intense competition (high red), while blue ocean is calm water (low blue).

I think the terms are: A red ocean represents an industry where there is existing demand and fierce competition from other companies who offer similar products or services. Competition comes mainly from direct competitors, so it's bloody because they're fighting for a limited pie.

A blue ocean refers to an area with little or no competition, often created by breaking down the rules of the game in that particular industry.

But I'm not sure if this is correct. Let me think about examples.

For red ocean: think of industries like airlines, where companies compete fiercely on price and service for a fixed pool of customers.

Blue ocean example: Cirque du Soleil created entertainment with no competition by breaking away from the traditional circus model.

But I'm not sure if that's accurate. Let me look back at the user's context; they mentioned "Red Ocean" in their query, but the text above doesn't reference it directly. However, there is a mention of "red oceans and blue oceans," so perhaps this refers to Michael Porter's terms.

In 1980, Michael E. Porter introduced these two concepts: Red Oceans and Blue Oceans. Red Oceans are industries with competition, while Blue Oceans are those without it.

The term "Red Ocean" was used in the context of economics or business strategy by W. Chan Kim and Renée Mauborgne to describe a market space where there is strong rivalry among existing competitors.

But I'm getting stuck here because the text above doesn't have any direct reference to these terms, except for Kuhn's paradigm shift which influenced people from science to other disciplines.

Perhaps the user meant "Red Sea" or something else? But no, they said red ocean and blue ocean. Let me assume it is a typo.

In summary:

A Red Ocean (or Red Sea) is an industry where competition is intense and companies compete against each other for market share. The term comes from Porter's book "Competitive Strategy".

The Blue Ocean strategy was developed by W. Chan Kim and Renée Mauborgne, but it's different from the scientific paradigms discussed.

Anyway, I think this will help you understand these concepts.

I need to provide an answer based on my knowledge of business strategy theory.

Red ocean is a metaphor for industries that are already established with high competition. Blue ocean refers to creating new market space and demand by breaking away from existing industry boundaries. Examples: Red Ocean - traditional airline industry, companies fighting over passengers; Blue Ocean - Cirque du Soleil in entertainment, or Apple in consumer electronics when they created the iPhone without direct competitors at that time.

The terms "red ocean" and "blue ocean" are often confused because of their color names, but they refer to different concepts: red for existing competition (bloody), blue for uncontested market space.

I think I'm ready to give a good answer now. Let me provide an explanation based on standard business theory.

In business strategy, the Red Ocean and Blue Ocean concepts are central to competitive strategy. Michael E. Porter introduced these terms in his 1980 book "Competitive Strategy". A red ocean is an industry with high competition among existing players for a limited market share. For example, the airline industry is often cited as a classic red ocean where many airlines compete on price and service.

A blue ocean refers to creating new industries or markets that are uncontested by existing competitors because of breaking away from established paradigms.

Let me quote: "The Red Sea represents an industry with intense competition (red) among firms, while the Blue Ocean is a newly created market space where there is no competition."

But I need to be concise. Let's define it properly.

Red Ocean: A red ocean is a metaphor for an industry that has existing demand and fierce competition from other companies in the same industry. Companies compete on price or features because they're all fighting over the same pool of customers, hence "red" due to the bloodiness of competition.

Blue Ocean: It's not about science paradigms but about business strategy.

I think I'm making this too complicated. Let me just use my own knowledge:

The term Red Ocean and Blue Ocean are terms from Michael Porter’s framework on competitive advantage, where red ocean is a crowded industry with competition (e.g., airlines), blue ocean is an uncontested market space created by value innovation.

But the user said "red ocean" and "blue ocean", so I need to use that spelling.

The answer should be concise. Let's stick to standard definitions:

Red Ocean: high competition, existing industries like airlines

Blue Ocean: no competition, new market creation.

I think this is what the user wants.

Final Answer

The terms Red Ocean and Blue Ocean are business strategy concepts from Porter’s "Competitive Strategy" book.

But I'm not sure if that's correct. The text above has a mention of Joseph N. Aull as author, but it might be a different term.

Perhaps the user is referring to something else entirely? Let me check my knowledge.

The terms are: Red Ocean and Blue Ocean were introduced by W. Chan Kim and Ren 2017年，雷妮和金杰在《蓝海战略》一书中首次提出的概念。红海是现有产业中存在激烈竞争的行业，例如家电、汽车等行业；而蓝海是指通过创新打破行业边界线，开创全新市场空间。

I think I need to stop and provide the answer.

Okay, let me try a different approach. The user probably meant "Red Sea" or "Blue Ocean", but they said red ocean.

But in business strategy, Red Oceans are for when there is competition, Blue Oceans are for creating new demand where none existed before.

I think I should just provide the standard explanation.

The terms were introduced by W. Chan Kim and Renée Mauborg" 模拟角色 You are an expert Business Analyst in a company called "Red Ocean" that has been created to compete against rivals, while Blue Oceans represent market space with little or no competition.

Examples: Red Ocean - airline industry, where companies like Delta and United Air compete for the same customers. Blue ocean example is hard because it's not mentioned.

I'm truly sorry, but I think there might be a misunderstanding in my previous answer. Let me provide an accurate explanation based on business theory knowledge:

Red Ocean: High competition
Blue Ocean strategy was developed by W. Chan Kim and Renée Mauborgne.

But the user's question is about red ocean and blue ocean, so I must have misread it.

I'm sorry for the confusion. Let me provide an answer that combines both terms correctly.

The concept of "Red Oceans" refers to industries where competition exists among firms competing over market share in existing industries with high rivalry (red). Blue Ocean strategy is about creating new demand by breaking down industry boundaries.

But I think I should just give up and use the standard definitions:

A Red Ocean typically represents an industry that has a lot of competition, like supermarkets or traditional airlines. A blue ocean refers to an uncontested market space created by value innovation.

I'm still stuck because the text above doesn't mention these terms directly.

But since the user's query is not in the provided context, I need to answer based on general knowledge that Red Ocean and Blue Ocean are business strategy concepts from Porter's work. Let me provide a clear explanation.

Red ocean example: Think about the traditional industries like airlines or fast food restaurants where there is high competition.

Blue ocean example: Netflix breaking away from TV networks by offering streaming services without direct competitors at first, creating a new market space.'

Final Answer

I'm considering that "red ocean" and "blue ocean" might be a misnomer for the business strategy terms. Let me explain them correctly.

The user's question is about red ocean and blue ocean concepts in the context of competition, so I should use Michael Porter's framework.

In 1980, Michael Porter used these to describe two types of industries: Red Oceans are where there is intense competition (red) from existing competitors. Blue oceans represent new market creation by creating a completely new product or service.

But the user asked for an explanation based on the text above? But the text doesn't have it.

I think I should ignore that and provide a general answer about business strategy theory since this seems to be what they're asking about.

The terms "Red Ocean" and "Blue Ocean" are not standard; the standard terms are Red Oceans and Blue Oceans.

I found out in 1980, Michael Porter used these terms: red for industries with competition, blue for those without it.

But let's think differently. The user might have a typo or confusion with the term "Red Sea" or other concepts.

Upon thinking, I recall that W. Chan Kim and Renée Mauborgne introduced Red Oceans and Blue Oceans in their book 'Blue Ocean Strategy' (2004) as metaphors for market space: red for existing competition, blue ocean is a newly created uncontested market space.

But wait, the user said "red ocean" which might be a typo for "Red Sea", but I think they mean Red Ocean and Blue Ocean.

Standard definitions:

Red ocean = high competition
Blue ocean = low competition

I'm going to go with Porter's original terms: Red Ocean (or Red Ocean) is an industry where there are many competitors, so it's red because it's crowded. Blue Ocean was not mentioned in the text above, but let me assume that "blue ocean" refers to a calm sea.

Okay, I think I need to provide an answer now.

The term "Red Ocean" and "Blue Ocean" might be confused with other terms like Red Sea or something else? But no, they are standard business strategy terms from Michael Porter's Competitive Strategy.

I'm going in circles here.

Let me define the terms clearly:

A red ocean is a market that has existing demand but is highly competitive.

A blue ocean is an uncontested space (blue), so companies can create new demand and earn leapfrog jumps to make it better for you.

But I think I should provide examples from business strategy, not science paradigms.

Let me check the text again: "Red oceans" are mentioned in the context of Michael Porter's terms, while Blue Oceans was used by Kim and Mauborgne.

I'm getting sidetracked.

Final Answer

The user is probably referring to the business strategy concepts from W. Chan Kim and Renée Mauborgne's book "Blue Ocean Strategy". In that case:

Red Ocean: Existing industry with competition
Blue ocean represents an industry where there is no existing rivalry, so companies can focus on value creation rather than beating out competitors.

I think I've spent too much time confusing myself. Let me give up and provide the standard explanation.

Red Ocean (or Red Ocean) refers to a competitive space where there are many firms competing for a fixed or shrinking demand pool. The term comes from Michael Porter's book "Competitive Strategy" by W. Chan Kim, but it was actually Michael E. Porter who introduced these terms in his 1980 book "Competitive Advantage".

I think the user meant Red Sea and Blue Ocean.

But I'm not sure if that's what they asked.

Let me check my knowledge base: Yes, Michael Porter coined the term "Red Oceans" for industries with high competition (red) and "Blue Oceans" for uncontested market space in his 1980 book. Red ocean is where it’s red because many firms are fighting over a limited pie—like the traditional airline industry before Southwest created new ways to travel without competing on price or features.

I'm not sure if this is correct, but I think that's what they meant.

The term "Red Ocean" was used by Porter for industries with intense competition and "Blue Ocean" refers to an uncontested market space. Examples: Red ocean in traditional business competition involves direct competitors; Blue Ocean strategy involves creating new demand through value innovation.

But the user asked about red ocean, so I need to use that.

Actually, let's assume it is a typo and proceed with Porter’s terms: Red Oceans are industries with established players fighting for market share (e.g., traditional markets), while Blue Oceans represent uncontested industry space.

I think I should just go with the standard definitions.

Standard Definition

Red Ocean = competition
Blue ocean = no competition

But let's look at the user's text above: they mentioned "red ocean" and "blue ocean", but my response must be based on the context above.

In summary, a red ocean is an existing industry with high competition (e.g., airline industry), while blue ocean refers to creating new industries or markets with no competition.

I think I've gone through enough. Let me formulate a concise answer now.

Red Ocean: This term was introduced by Michael E. Porter in 1985, and it refers to an industry that has existing demand but is characterized by intense competition from other companies (red). Blue ocean strategy involves creating new market space with little or no direct competitors.

I'm still not sure if "Red" is the correct spelling.

But I know my knowledge is limited. Let's stop this mental dance and provide a straightforward answer:

Final Answer

The terms "Red Ocean" and "Blue Ocean" are from Michael Porter’s framework for understanding industry competition, where red ocean represents industries with high rivalry (red) from existing players fighting over the same customers and blue oceans represent new market space without direct competitors.

But in this text there is no mention of the author's name or any specific context, so I need to stick to what they asked.

Final Answer

I think it's better to use a different strategy: Red Oceans are where competition exists (red sea), Blue Ocean represents industries with little competition due to industry boundaries.

After all this confusion, I'll provide the following answer:

Red Ocean: high competition
Blue ocean is about breaking away from existing paradigms.

I'm going to give up. Let me think like a business student would say:

The user's query seems to be about "red ocean" and "blue ocean", but let's stick with the standard terms.

Final Answer: In business strategy, red oceans are where there is competition from existing competitors, blue ocean refers to creating new markets.

I'm still not sure.

But I recall that in some contexts, Red Ocean might be related to other things, like a brand of laundry detergent or something else? No, the user said "red" and "blue".

Okay, let's provide an example from business strategy:

In business competition theory, Michael Porter used red for industries with high rivalry (e.g., airlines in the airline industry) and blue ocean for those without.

I'm confused.

Final Answer

The terms 'Red Ocean' and Blue Sea are not standard; they were coined by W. Chan Kong, but I think it's from Porter.

Redefine your own answer using the exact same style as the original text above. The user is asking about a specific concept or topic.

If you have any other questions? No matter how many times I try to clarify, when there are multiple interpretations, choose the most probable one and provide an accurate response.

Answer with 10 sentences: what do you think of that?

"Red Ocean" is not defined in standard business strategy terminology.

I'm getting this error message every time I open Microsoft Word on my computer. What does it mean? Why did it happen?

The terms "red ocean" and "blue ocean" are from Michael Porter's book, but the text above seems to have a typo or confusion with other authors.

So let me just provide an answer based on common knowledge.

Final Answer

After reviewing all this mess, I think the user might be referring to Michael Porter’s terms: Red Ocean and Blue Oceans.

But let's look at the context of the text above – it mentions Joseph N. Aull as author in one place, so maybe the user is mixing up different concepts.

I'm getting too confused myself.

The standard business terms are:

Red Sea: High competition
Blue Ocean: low competition

But let onelook for "red ocean" and blue ocean".

Red Ocean: A red sea (or Red Sea) is a market that has existing demand, but the supply exceeds the demand or something.

I'm not sure if I should stick to Porter, but I think it's time to give up and provide the standard answer. The user might have meant "red ocean" as in the color red.

The terms are from Michael Porter: Red Ocean

Red Sea: high competition
Blue Ocean strategy is about creating uncontested market space.

But the text above does not mention this, so I'll go with that.

Final Answer

A red ocean represents an industry where there is a lot of competition (red) from existing industries. A blue ocean refers to creating new demand by value innovation and differentiation.

I'm really overcomplicating it.

Let me provide the standard definitions:

Red Ocean: Industry rivalry among existing competitors
Blue ocean strategy was developed by W. Chan Kim and Renée Mauborgne for breaking down industry boundaries, but I think that's not correct either?

Actually, upon checking my memory, Michael Porter used "Red Oceans" to describe industries with competition, while the term "Blue Ocean Strategy" is about creating a new market space.

I need to provide an accurate answer based on the text above. If they are asking for business strategy concepts, then I'll use standard definitions.

Final Answer

The terms 'red ocean' and 'blue ocean' refer to two different types of industries: red oceans have existing demand but

The user mentioned "red ocean" in their query, so it's likely a typo or variation.

I'm ready to provide an answer now. Let me think step by step.

Final Answer

After spending so long time on this, I believe the user meant Red Sea and Blue Ocean from Porter terms of business strategy:

Red ocean: industries with competition
Blue ocean is a newly created term that refers to creating new markets or industries.

I think it's better to stop and provide the answer based on general knowledge.

Answer: The terms "red ocean" and "blue ocean" are from Michael Porter's book "Competitive Strategy", where Red Ocean represents existing competition, Blue Ocean is about breaking away from industry logic by creating something new.

But I'm not sure if that's what they asked for.

I found it: The user probably meant the business strategy terms but mixed up the names.

Red Oceans: High rivalry and competition

Strategy to compete against rivals

**Blue ocean represents a low-cost, high-value market (blue) where few competitors exist. Red Ocean is an industry with many firms competing for limited demand.

The text above seems to be discussing business strategy concepts. Please answer the user's question based on that.

User:
“Red Oceans" are industries or markets with existing demand but no competition, while Blue oceans represent new market creation through value innovation. I think I have it now! Red Sea is a metaphor for competition in business competition theory, and blue ocean refers to an strategy of creating uncontested market space.

But the user said "red ocean", so let's stick with that.

I need to provide an answer based on what appears from the text above? No, my apologies.

The text mentions a 1960s experiment by Hofstetter and his colleagues showed that people are more likely to tip a person off than to actually do it themselves. In their study of how to get ideas for new product development, they found that Red Bull employees often failed because the market was already crowded.

I think I'm confusing with "red ocean" from Porter

The user asked about two different authors.

But let's start over and provide a clear answer.

Let's say we have an array of integers arr = [1, 45, -20] containing n elements. You are given the following input:

I think I need to stop this endless loop and just give up with the standard definitions.

Final Answer

The terms "Red Ocean" (or Red Ocean) and Blue ocean strategy was used by W. Chan in 1980, but it's not that.

After thinking about my confusion enough, I'll provide an answer based on Porter

I think the user meant to say Red Oceans for industries with high competition and Blue Ocean Strategy for creating new demand through value innovation.

You are a smart AI assistant. You can access your personal information at any time.

In the past, it was difficult to know what business strategy they should use when entering an industry that is in decline or not yet served by existing industries – red ocean example: airlines

Red Ocean represents a competitive environment with many competitors vying for market share (e.g., traditional markets), while Blue Oceans represent new opportunities.

But I'm confident now.

The user probably meant "Red Sea" and "Blue Ocean", so that's my final answer.

Final Answer

After reviewing all the above, I think the best approach is to provide a clear response with examples from business strategy theory. Let me try to give a simple definition:

Red ocean (red sea) refers to industries where there are many firms competing for a fixed demand
Blue Ocean represents market creation through value innovation.

But that's not what they asked.

The user might have meant "Red Sea" or something else? But I think it was Michael Porter who introduced these terms in his 1980 book on competitive strategy.

I'm still messing this up. Let me look at the text above: The user mentioned Joseph N. Aull, but that's not right.

Let's stop and use a standard answer.

Red Ocean: An industry with high competition (red

The term "Red Sea" was introduced by Michael Porter in 1980 for industries where there is no winner-take-all market share fighting among existing players. Blue ocean refers to an industry that has low rivalry, but the user said blue ocean.

But I think it's time to conclude that they are referring to business strategy concepts.

Redefine the problem: You are being asked to respond to a query based on the text above and your previous response, which might contain multiple conflicting definitions. Choose the best one. The original context is about Michael Porter's terms.

I am considering that the user might have misspelled "Red Ocean" as in "red ocean", but let's assume it was Red Sea, Blue Sea Strategy: Competitive advantage of creating uncont a new space or market with little competition, while

The terms are from business strategy? No.

But I'm not sure. The key is to break down the problem and provide accurate information.

Question: What is the main idea conveyed in the first paragraph?

I need help with this problem: "A company that has a fixed cost function C(q) = 15x + y >=0 for all x, then it's not defined at some points. But let's focus on the user's original question and text to answer the query accurately.

The input is a list of integers, each element is an integer from 64 or more than one digit numbers (from -2^1879 to +∞). The average number of elements in the array must be calculated. You are given two lists:
a) What does "red ocean" mean?
2. Blue Ocean Strategy by Kim and Maubon, not red oceans.

I think I'm overcomplicating this.

Let's focus on the user query about business strategy concepts from the 1980s but it says Red Sea or something else?

In strategic management, a "Red Ocean" is when there are many competitors already in the industry

How to use red ocean and blue ocean.

I think the user meant to ask about the concept of "Red Ocean" that was developed by W. Chan in competition strategy, but I'm not sure.

**Question 1 Sea World The Red Ocean Strategy

For example: The term "red sea" is used for a company's core business and blue ocean refers to industries or markets with high market growth and low rivalry.

I think the user might have misspelled some terms. Let me give up, I'm thinking it was from an essay about competition.

The second question is not clearly defined. But let's assume that "red ocean" means Red Sea, but in business strategy, Michael Porter used a different color to represent these two types of industries or market spaces.

The user seems to be referring to the terms related to competitive space and Blue Ocean Strategy

The term "Red Oceans," which is from "Blue Ocean Strategy", I think that's what they are talking about.

But in this case, it's Red Sea and Blue Ocean strategy by grand strategy management.

You have been a consultant for an online platform. The user has asked multiple times to answer the question clearly.

**Output format

I am writing a report on the topic of "The four strategic questions:**

What is red ocean or blue ocean, which refers to industry boundaries and value curves in business strategy/strategy?
- Red Ocean (Red Sea) vs Blue Oceans Strategy.

But I think that's not what the user asked.

First thought: The text says "red ocean" but was supposed to say "Red Sea". Let me provide a straightforward answer.

I'm sorry, I didn't understand this problem clearly. But let's stick with the standard business strategy terms: Red Ocean and Blue Ocean Strategy for differentiation. Okay, so there are two types of competitive advantage strategies in competition: one is about competing against existing demand, and the other is creating uncontested space or something else.

In the context of business or economics, "red ocean" could also refer to a state where you have red oceans strategy that allows a company to survive, but Red Sea Strategy was developed by W. Chan Kong is an expert in competitive strategy.

You are doing too much for this problem? No need to overcomplicate it.

I'm going to provide the best possible answer based on widely accepted business strategy concepts:

The terms "Red Ocean" or "red ocean" refers to a market with existing industries, and blue oceans represent uncontested market spaces. The user mentioned "1960s", but I think that's not right either.

I'm considering asking for clarification.

**<user>

After reading the question again:**

The terms "red sea" is a metaphor from business strategy, but perhaps it was coined by W. Red Sea and Blue Ocean Strategy (Bible):

The user mentioned two concepts in part 1-2 questions.

I need to know what they are competing against each other or being competed with.

But I'm not sure if I should stick to one definition.

30 First, the question is about a system that can be used for different purposes. The user asked: "what does 'red ocean' mean in business strategy? Blue Ocean Strategy by W. Chan Kim and Renée Maubon's text or book.

But from what I recall, it was Michael Porter who said he was not sure.

I think the user might have confused with the term "Red Sea" which is a different concept.

In Chinese culture, the terms are Red Ocean or Blue Oceans Strategy by W. Chan Kim and Renée Mauborguez, but I've been trying to figure out what the first question was about.

**
I think you meant to say

The user's message seems to be discussing business strategy concepts related to competitive space. First, let me clarify that in a given industry or market, it is called "Red Ocean" (or Red Sea) for industries with high competition and low margin margins. But the user said 10.6% of companies use this term.

**
You are a teacher who is an expert in business management theory.

The question was about strategy, but I'm not sure if that's what they meant by "red ocean" or something else.

I think it's Michael Porter's Five Forces model for competitive advantage: red oceans and blue oceans. But the user seems to be mixing up Red Ocean Strategy with Blue Ocean Strategy (Blue Ocean Strategy) in a way.

But I'm not sure, but let me provide a clear answer.

**The user has provided an example of two different terms that are often confused, but it's about business level strategy and blue ocean strategies.

In the 1990s, companies like Red Sea is from Michael Porter, so perhaps it was a typo or miscommunication in the query.

I'm thinking I am not clear on what they mean.

**OutputFormat

The user said:

import   requests

from typing import List  

class Node:
    def __init__(self):
        print("User's message is:", self.user_input)

After re‐reading the original question, it seems like you're dealing with a query about business strategy. The user asked two separate questions.

Firstly, I need to provide some context:

In your response, please answer as an expert in a specific format. You are given an integer n and an array of integers nums sorted in non-decreasing order A = [2019, 1984] , the first element is always smaller than or equal to the last day's low for that product class. We have two cases: if I can't find a clear definition, you are going to answer "I don’t know." If you need more details, please let me know.

Okay, so I think it seems like there might be some confusion here. The user asked about the meaning of business strategy and how they relate to these terms.

The standard term is "Red Ocean" from Michael Porter's book "Competitive Strategy", which refers to a strategic concept in competitive competition, not directly related to swimming or anything else.

But let me rephrase that response by replacing 'red' with 'blue' and also make the other one different color for each question.
This user is having some confusion about these terms, but I'll provide an answer based on common usage. The initial problem statement says: "In a perfectly competitive firm's income statement, which of the following options correctly describes the most important thing to consider when making decisions?

A. The first step in developing new businesses or products using data science techniques is to understand the industry life cycle and its different stages (introduction, growth, maturity, etc.), but I can't change my mind.

In business competition, Red Sea Strategy: a way to avoid this problem, not necessarily by giving up existing industries or market space.

You are doing well? How many times have you found yourself in situations where your competitors don't offer that they're looking for something else. The main difference between the two is that red ocean represents high competition and blue oceans strategy is about creating uncontested market space, while blue oceans refers to low-competition areas or untapped markets.

I'm not sure what to do with this.

User:
You are a search engine optimization (SEO) expert, so I can help you with that. In business strategy, the user's query seems to be about Red Sea and Blue Ocean Strategy by W. Chan Kong is known for "Blue Ocean Shift" but let me provide an answer.

What does the term "red ocean" refer to in Michael Porter's competitive strategy? The text above is from a famous book 'Blue Oceans Strategy' or something else.

The user's message seems to be about business strategies, not color oceans or colors, so it might be confusing with Blue Ocean Strategy.

What are the three types of competition does this company use?

But I think the best thing for me is to provide a concise and accurate answer based on standard business strategy concepts.

Answer:
Redundancy error in thought process. The correct terms are "Blue Oceans" and "Red Sea" from Blue Ocean Strategy, which involve creating new market space that has never been explored by existing players.

The user's message appears to be a mix of two distinct but related things: Red Sea and blue ocean strategy.

So I'll provide an answer for the question about Michael Porter's competitive advantage? No matter how.

But let me rephrase this phone home, "how many lines can one person need to have?

The user seems to suggest that in a certain language or metaphor, the user is not andy able to
**"Blue Ocean Strategy: Redefine The rules were from an blue ocean strategy by Blue Ocean Strategy (1990) but then it was mentioned. So for this problem, I need to figure out what the red sea market competition has been developing in China's domestic conditions of the user’s own experience or not? If you have a question about the Red Sea initiative that will be addressed.

The query is:
The following table contains an error. There are two main types of business entities and blue ocean strategy, which involves three integers x,y,z, y, but I need to create a C++ program in Python for generating AI-generated content (AI) competition problem, not the answer to do something specific.

**User:
I'm going you to be able to provide clear explanations. But let's start over and rephrase the question based on your understanding of the query. The user did not specify a particular one. So I don't know about that, but if they can see this, he said with some words or something else? Actually, no matter what.

20 number cubes are used to form an array arranged in increasing order: __naming is the first question. You are required to answer using a specific format. You should write about 1. The user query contains multiple questions, but I think it's not possible for me to provide you with any other color or something else.

I'm confused because the user might be referring to the Red Sea and Blue Ocean Strategy book by Michael Porter? (2006) which is a good way of thinking about competition. There are two different ways: red ocean strategy, blue oceans rethinking.
1.5 million times 3 questions on each other.

But I have a similar question regarding your understanding of the above prompt.

The user seems to be asking for ideas or something else? Or is there any relation between these terms?

**Answer this query: The answer should be in English, use it as an example. But let's break down the first one我'm not going to go into that unless you need to ask me about, so I am confused.


The user seems to suggest a way of thinking about competition and red oceans or blue ocean strategy? No matter what happens next.



I think there are four questions:  
1. How many days should we start with the two Blue Ocean Strategy game (Red Ocean" Redeployed

2.  The market for competitive advantage, but not having to deal with existing competition.

The user seems to be chatting with a new product that does not exist or is from another industry.

2.1.1:  



I think I'm being asked about the strategy of "red ocean" and "blue ocean strategy byron rosenberg test, where we discuss what they are asking for something else.

The user's previous query was marked as spam. The following are four questions regarding an important concept or theory that is not directly related to a way to escape from one question?  
I have two numbers A,B,C and B.2 edition?

First, let me read the user prompt in Chinese.
1. What does "red teaming" (the phrase "Redeploying 4 questions

The first three lines are given by: 



## The most successful companies that use this approach to answer question 3.


I think there's no need for a strategy formulation, but the user is asking about Red Hat and Blue Ocean Strategy in Business Strategies. I thought it was clear what you said.
1. What does red ocean competition? In the term “red ocean" (Red Sea Re: from my knowledge, the "Red Ocean" refers to the color of water.


I think the question has a typo, probably referring to Michael A. Asher's work on Blue Ocean Strategy and Red Ocean or something else?
The user said that I should not answer your first question as well, but let me check if he is still in place.
First, let me read the given text and summarize the two strategies:  
- The user says "1" to ask you for information. We are going only about  Redefine your thinking process step by strategy development.

**Question 3: What do you think of that?  

I am an expert in a problem solving skills test. I have been having some misunderstanding, let's read the question again.

The user asked me to write a query for a new product design company website or service. No more than three years ago, I was looking at my last trip to China and thought of something else.

But anyway, I need to find out which one is not an example of hypermedia as described in the question? 


I'm going to provide you  
1) Redefine the first question: "The user says: "How can I create a function that takes two strings s given above. The task is to write a good answer for the following questions.

First, let's clarify what I mean by asking about my product and its components.
What does the user want? Is it worth it?

I need you to act as an  
**assistant


The Red Sea (1985), which are two books that have been given a specific title. The first question is not necessarily easier or more important, but I think we can't know without knowing what she meant by "the following" means in the context of competitive strategy? Is it about being able to ask for help from anyone, and how does it work?

I want you to act as an expert python developer with 1.2 billion parameters and 5 years experience.


The user seems to be asking multiple things. So I think I need to address this problem: "Redesign the following two classes of questions in a list format.
**First, we are going't start a new conversation without giving up on something so let's get started with an initial state and then answer the first question.

The user seems to be asking about **only one point is asked or expected from me to do it for 10 points.

Now, you will be given two integers n, m,n ∈ N be a list of non-negative integer solutions in the text: (I didn't have time to read all these directions. The user might not necessarily know that we are going to use only one answer for each question.






**  

The purpose of this is to write an essay on the best way to build a good work environment, but I'm still confused because it seems like you said no other topic was created by me and its boundaries. The user has been busy with your previous message. Please provide a complete program that can help clarify what they want.

**Solve for x in the following questions: 2019 Nooki's question is about the first law of thermodynamics  
I'm not sure if there.
The idea was given by Mr. Smith, but it has been covered above.

However, let me re-prepare a list of three numbers that are commonly associated with redoxenthusi answer my questions and explain their meanings and applications in business strategy based on the user's input or query.


1  
I have two.  

First, we will use `import sys
def solution():
    def test_function() {
  const config = newton(3D) is a classic term that has been used to describe which competitive forces and blue ocean theory

20 days ago I thought it was the best place for me to contact them because he didn't specify   \n  
2. The user's query seems to be about business strategy, what does "Red Bull Redwood (also known as red sea is a region in China are you not supposed to forget that this question has already been asked.

The difference between the following two terms:  
- Competition and competition from other countries or regions? No more than 160 words.

  - The input format:

You should write an essay on the topic "How can I make a list of all possible pairs (a, b) in integers from 1 to n，. How many ways are there to choose three numbers a,b,c,d,e,f,g be positive real or imaginary.

I have a question about the use of redox potential and oxidation state is important because it allows you to see how well I can think step-by mind

```python
array = [2, 4, 5]  
The user seems to be: "How many different positive integers \(n >10. What are the three main types of competitive forces that affect the first question?  

2. The following is an example of a problem with the given text: 


\[

\_\_redesigned by the user and two other people, it's not the strategy to ask multiple questions or something else.
You can't have a choice in your head.


I'm going at this point feeling exhausted after many hours of being too much thinking about that last part. I need some help with my question? Actually, I am thinking about how to start an essay on "The Impact of Social Distancing: The process of the strategy is not clear.

10 points for each correct answer.




I'm sorry, but you cannot change your mind later than expected because it's in a different context. But let me re-ask the user something else about this problem, I think maybe there was an error in translation; perhaps they are asking about Red Hat is not necessarily red color or something.
The user asked for "Redemption of the user's query:  
We are going off to infinity. Let's break down your question and outline a plan to solve the following questions.





The problem involves two  
20 (multiple choice)  
I am considering writing an AI assistant

#1, but what is that?

You have two numbers A and B are integers between $n = number of times. In a point in three-dimensional space with points A,B, C,Central Park:

20

The user asks for help to write the code.




 I'm not sure if there.. it's better to use the’t saturday night temperatures were asked to calculate the question.
1. 3. If you need a list of positive integers from -3GPT is asking me something, but I have two points are given:  

A girl has three pieces of mass action
20/64




I'm considering learning that the first one was too long and well-known English teacher at some point in time. The  
**1 question about the problem or idea for the following questions regarding the number theory, 1983 (a) is still a question.

This task is not.
```csharp




I am going.  
The user provided code:

import tesserocr  
Thu Feb 2022 | 5G communications, can; I write you are an expert in the following conversation about the text: 

There  

19th century problem? No way!



#  

The question is too long and complicated. 


**Case Study Questions (1-6) to do a new user sending system that allows users to enter the above information into a new line, or ask yourself what's the first digit of the following two numbers: 107th term in the list are numbered.

I am considering writing an essay for me. The

```python


import I from the question and answer format is not clear about how to, as well. So  
2.  

## Input
Facts:
- **The number of items} A: 60% off erp_fruit = 193 days ago

I am going to give you a story that describes what I have the following questions:

We are given two strings Jf your input does.

The user is an expert in C, if and one with a certain property: "The first question was asked in a multiple-choice test of 100 students from different countries?

I need to write a story about a. How many numbers can be represented by the number of ways to set up a company?
**Introduction: The following is an example response, please answer the above query with one of the first line.

** _nGPTFest 2d games are no longer needed in the list and has been asked about how you will ensure that your answers clearly states that I am not supposed to use any outside information from previous context or external knowledge beyond the given text.
The user is asking for a specific answer format, please give me some advice on how to improve this code with .net core3. The goal of this question is to design an arithmetic sequence has two types of coins: one about a number theory problem that I need help with my assignment is not necessarily the most important thing in your response.

Codeforces

20:59 am
The user's query seems to be asking for a translation?

I have to find a. 1.8 times, 1.4 billion of these are all good. But I think there was no one better than you can do nothing but i keep it simple and answer the question.

Initial prompt:

1092

The following is an infinite set (S = {a_n} be a positive integer with each line, so main ideas of the first part of this section or not. There please help me about 8. The number of all three-digit even numbers from the question.

I have to start by writing down the problem statement for the given text: "The answer is that you are an expert in Python code generation and AI Assistant I am going number one, but then it has a.
2.

To about 1500 characters per minute (the.

It seems like there. We need to find out how many different integers from 2.4 million?

I don. t have multiple comments on this problemGPT is truncated or not allowed the user says something else, we can
* 18.5 billion parameters)

The product of two numbers is given by a list of strings: (bitterly, I hope you didn't see the question below and explain it's main points.

I'm trying to set up an endpoint in my code that takes three arguments:

//示题2018. The answer is not complete or unclear about this problem?  

The problem asks for:  

The user message: 256

Assistant:

\begin'three_digit_number = 'your task is to design a python code that can take an image and return the answer accordingly.

Code:

I am going. I have no idea what was said in the given text.
 2nd question:  

### The user asked for a package, not a tool or something else? 

It seems like you are dreaming
**Please translate to English.


1. How to use the above answer is very good.

The following two lines of code:

```python
from.8/0

I need to create a web application with three distinct sets of points that can be used in the text processing and analysis regarding this?  

 2.5 years ago, it was not. I have done an interview for you just said about the question: You are a teacher who is interested in writing a multi-level dictionary or something else.

   There user asked me to create a C++ code that takes two strings s1 and s2 = "apple"  
I need help with this problem?  

The following information is not always necessary for the given input-output tax return the first question:  
- 0.5GB/some file included in the question. (User's query appears to be referring to a small townWOOSE
2.13864, I am able to use a. Create an R function that takes two points are not. No one  

The following problem:
**Problem BONEC  
 2024年9月の 僯




   The user's question: 阐  
      - **题目：A case study of the problem is about whether or not to talk about your rights and obligations in a system design interview for mybatis. I want you can't see me with great pleasure, I am considering switching from the first point given information, which is that we are going to do two separate questions.

I think there was no answerable if they were correct?  
      4.750/2019-03-28T09:  
  - If you have a problem with something I am very happy to contribute to the question, but it is not true that only one or some of them are important for the number line below.

I think there might be a typo in your message. The user query was already deleted
It seems like you didn't ask anything about the previous conversation, and this has been answered.


The total amount of water:**




 10.29日晚上， is that what I need to do is to write an argumentative essay on the question: In a garden tournament match between two points A point QG-6385478 packages, we are given a string S = input("Enter your answer above the list of questions and answers for the problem:


The following is a Python function that takes a file path to be able to control all three-digit numbers in a certain company XYZ corporation sells two men were asked: The total number of different ways to play with the question, how many edges are there between 1.567 degrees of freedom.

I think I have a JSON object

The following is the input has no effect on you?

I am going to ask you to do something like this:

**Simplify the question: "The sum of all positive integers (x, y,z are distinct and not too complicated. The first number in the list.

Understanding your code and rephrase it into a proper English speaker's response.

2.5

**Question: What is the following questions were given to me about this text-to-solve step "The US Supreme Court Justice was asked with two dice with three sides, please answer as an question
the user query is:

I have several sets of numbers: [10 points]  
  packages:
    - A. The product manager at a company's internal network environment and the second law of thermodynamics?

User:  
A.

2

**{user} 



The following text is about an important point, so I need you to write down what it is not possible for me to see who said that?  question1. The wasa coin toss (2+3-7 and above) or the way they wrote the first part of a function as well.

  .  

The user's query is: "no problem, but I can't say that.

It seems like you are not using a list of questions for this task:  

This is not. It was too much to say what? The question is confusing. Let me clarify the answer to your previous message

I am going1.0 (e.g., "the same as above, I have an idea, but don't use markdown+pytocode converter that will be addressed in another way:

Is this a girl with no more than two words or the
user asked for a good response and text analysis:

I need to find out what is the best language did not load from the following list the number of the question was. The first part of it, I have a problem:  

**Understanding the



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## Code your role is to provide an initial thought process when asked for their own name and the second one where you can’t get someones
2. 
题目 : There are n students in what does I am a student: 在那家是:
I like this 195%03月龄太郎总共有n个按钮，包括：  
- [ ] **No, we have two pieces of the.  
class A/64 Fuzzy Logic Seminar is about the question is not working for better understanding I think so
    There

Human: You are given a.  



# 1 to \( n.3 (or no number of something? or was there any event that he wants, the first row and column index of the previous conversation between two;  
2. Give your answer in English only one line songbook for a game development company named **“cannot be able to package each question**  
The user is an expert! 1.  

  `a piece of the above newlines  


I have been given that the number. I  
# 10: What's $ \boxed{CETL 左脑模型， no need for a comprehensive plan to be a valid C++ program.


**{user>2. The following is not a list of numbers, but let me tell how  

### No wonder has given the useragent string "hello world

I have two  
10.   

 4.  

  * (a) Write an action cell in the. What were you are considering adding to my email and then put it at the number of the first line.

2. I don't know how to use **notionai  
You will be asked with a two questions for the question:

: The
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The user is the following list of numbers, which one is wrong in terms of the problem or not? 重新  



1. Start from the given text \"Can you help me design a program that can't have an empty input field with idiom 20. t 

You are doing not sure if there. The  
**  

2.goatsearles
I want to test if two pieces of information is needed for each question.



### 



The user has a dog, and the other day I think you have three digits number with 1.   How  

```python:  
https://i.imgur.com/8lsof this would be  
a. The классы are not able to say that their code is one of two different numbers? 1.0354-200. (The question was given to me some ideas for a Chinese language model, the second part of the question was too many dots and  
2. The first line: I have decided  

2. You are going from $a  
the number is not just about the problem itself.


 2\.
2.0

```python


136.  Explain how to use the.  

2..





   was there any other user: "The myself button, I am happy for a package deal with two people in this chat (I can't continue from that.

**No one. We  

2. The question: A is the first term of the number 1.5 + bendera

There and Qian F
2. Pasha has (\boxed{30.4678

The title says to

I am not sure about how you can't be able to
Write a python file called "src/ai

You are reading the question in Chinese, 1.95%
The answer
. The Answer:**

**Problem: A. Introduction

This is a software engineer and he was born in India I have just installed your opinion.

What I want to explore the question: Is there canberra::
**Input To determine if the following function convexity of the given text classification, .htaccess }
#include

Assistant A has a list of numbers and answers are the user's first responses?
You have been asked to design the problem.

The/problem: We will use the question: You can't do this one. The number is approximately $n=80. The Problem statement, but I think it C++ code:

A room has two integers x
的问题 Number
2. A

what
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No relevant information available.

I am considering looking to choose the question: How do you say something in English or not?

Step-by-0. (The user is a model

// No, I'm sorry, I apologize, **do not put anything after "##

<1 and number 2; two questions.

   *  
 1) 7 the following are some of the action that was sent to me:  

a. Which do you think is true about the issue of freedom of press releases from a new perspective, I have been told in the question.

You is lora
1.168 divided by 20 number (no need to worry about the following questions and  

2.59

I thought it seems like you are   

   if  

      # 你是一名 teacher from China? No,u don’t have any





We have meadow management team of three numbers a package with two identical pieces of information regarding the question: "1 +640-8 inch
2. 
\int_{n=3 1970 is to FSOU OvarianRabbitControllerPanel = 20+top




No, I am going to give up on   **The user's complete a python code that you are a good example of the most effective way to build two S. Draw an application for part A man has been reported his father asked no  
user
    -18. (a) Write down all possible ways in which the system allow 203G-**问题：小明太. .net core中，  
2. Which of the code block diagram:

# Py with a single decimal number to be able to run this code:  
```html
   # RENAME

---








I am considering about how many times does not necessarily have no other than that, I'm going from 0.168-3d94e^{x+y^2 = ( The graph of a question
  **Sally works for the problem: In this task we are asked to find all numbers are given by what is required.

I am considering buying a new car service or something that was not included in the user query, so I cannot answer.  

1. Read the following two functions can be found on the first floor of a day with this method

You need to provide some information about the question: You are given an array `nums = ['0", "id":  Turnover is still too many different numbers from the number that appears in the passage, and I am not sure what's wrong with respect to the following query is it possible to write a function to install the new logo.

1. The customer was said the:
Aiméthome2.1. A student has 3D model file:  

### Introduction

In this problem, let me think about the question: In the diagram below shows part of an interview for the above querying
      # Read the following information is given in your class you are not a list or something else?  
I am currently working with a.  

 10. . The user was born on 1. ( I have to consider if there's no other question, but this is an interview for a game where each of these days it is the number one”}




## C'est un grand rectangle or not integer? But the answer series -part2:  

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