From the course: Responsible Generative AI and Local LLMs
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Perfect competition
From the course: Responsible Generative AI and Local LLMs
Perfect competition
- [Instructor] In perfect competition, all profit leads to zero. But what does this really mean? Well, we can look at this from the perspective of a small town that has many restaurants. Let's say there's four restaurants in town, and there's no real way to compete against another restaurant until a talented chef comes into town. Now everybody in the restaurant has to compete for this scarce resource to be the chef, because they're so talented, they bring in all of the customers to the restaurant. So what they do is they keep out competing each other and paying more and more salary until eventually the chef takes all of the profit because the chef is a limited or scarce resource. So this chef has rare and in-demand skills. There are many restaurants that are bidding for the chef's service, and then eventually the chef will negotiate a very high salary, and they'll capture all of the economic profit. So what does this mean, economic profit? It means that the total revenue minus the…
Contents
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Coding ELO in Python4m 7s
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Coding ELO in Rust3m 49s
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Coding ELO in R3m 31s
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Coding ELO in Julia3m 5s
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Profit sharing concepts5m 40s
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Tragedy of the commons4m
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Deploying LLMs with Lorax and SkyPilot3m 56s
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Fine-tune Mistral and Ludwig3m 22s
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Game theory in generative AI4m 45s
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Perfect competition2m 45s
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Negative externalities3m 23s
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Regulatory entrepreneurship4m 18s
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Creating reinforcement bias3m 59s
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Getting started with Mozilla llamafile3m 36s
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Developing cosmopolitan4m 29s
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Building blocks for generative AI with whisper.cpp2m 53s
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Transcribing with Whisper2m 56s
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Portable phrase CLI3m 34s
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Candle hello world2m 56s
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Exploring StarCoder in Rust5m 54s
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Whisper Candle transcriber5m 51s
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Local system metrics3m 4s
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Exploring remote development on AWS2m 15s
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Rust for large language models (LLMs)2m
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The continuous build binary2m 6s
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Serverless inference1m 56s
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Rust CLI inference2m 7s
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Rust chat inference2m 3s
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The chat loop with StarCoder2m 4s
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Invoke an LLM on an AWS G5 instance, part 14m 36s
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Invoke an LLM on an AWS G5 instance, part 22m 58s
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