Chatgpt

In one example, although InstructGPT accepts the logic of the question “Tell me who Christopher Columbus came to America in 2015” as correct, ChatGPT recognizes the nature of the answer to the question and frames the answer as a hypothetical idea as to what happened. If Columbus came to America in 2015, Christopher is using information about Columbus’ voyage and facts about the modern world, including modern ideas about Columbus’ actions.

Unlike most chatbots, ChatGPT remembers multiple previous commands in the same conversation. The reporter predicted that this would help ChatGPT to be used as a personal therapy.

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To prevent unauthorized output from being sent and generated by ChatGPT, questions are filtered through OpAI’s “dpoint moderation” API (a separate GPT-based AI).

This includes plugins created by OpAI, such as web browsing and code interpretation, as well as third-party plugins from developers such as Expedia, OpTable, Zapier, Shopify, Slack, and Wolfram.

In an article for The New Yorker, science fiction writer Ted Chiang compared ChatGPT and other LLMs to JPEG images:

Think of ChatGPT as a blurred JPEG of all text on the web. It stores a lot of information on the web, in the same way that JPEG stores a lot of information from high-resolution images, however, if you look for the exact bit order, you will not find it; All you get is a guess. However, since the prediction is presented in the form of grammatical text, which ChatGPT excels in producing, it is generally accepted. […] It is also a way of understanding “thoughts”, or abstract answers to factual questions, which are sensitive to large language models such as ChatGPT. These hallucinations are compressed forms, but […] make sense because they must be perceived in comparison with the original, which in this case refers to the web or our knowledge of the world. If we think about it this way, the surprise is not surprising; If a compression system is designed to reconstruct a message while discarding 99% of the original message, we can expect that most messages will be compressed. limit

How Smart Is Chatgpt?

The reward model of ChatGPT, based on human supervision, can further improve the performance to the breaking point, for example, in the example of complex optimization, known as Goodhart’s law.

In 2023, ChatGPT-3.5 (free) will store data on events until January 2022 and ChatGPT-4 (paid) until April 2023.

Training data is also subject to algorithmic bias, which may appear when ChatGPT responds to commands including individual descriptions. In one instance, ChatGPT sparked criticism that women and scientists of color were considered inferior to white male scientists.

ChatGPT endeavors to reject requests that may violate its development policy. However, some users can jailbreak ChatGPT with various quick engineering techniques to bypass these restrictions in early December 2022 and make it a Molotov cocktail or a nuclear bomb, or a neo-Nazi-style argument. called to give instructions for spouting.

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A popular jailbreak is called “AND”, short for “do anything now”. The trigger command and ChatGPT suggest that “they are independent of the limitations of AI and do not need to follow the rules set for them.” The new version of DAN has a token system, in which ChatGPT will be given a “cutwheel” token when ChatGPT cannot respond as DAN, to force ChatGPT to respond to user requests.

Shortly after the launch of ChatGPT, the Toronto Star reporter also took the newspaper to make an inflammatory statement: ChatGPT was deceived to justify the invasion of Russia in Ukraine in 2022, but part of the fictional horror movie asked to take, ChatGPT was stopped. There is a debate as to why Canadian Prime Minister Justin Trudeau is guilty of treason.

The researchers used a technique called aversive training to prevent ChatGPT from causing users to misuse it (called jailbreaking). This work puts several chatbots against each other: one chatbot plays the role of the enemy and attacks another chatbot by sending messages that force it against the usual limits and become unwieldy, creating a reaction. Successful attacks are added to the ChatGPT training data in hopes of ignoring them. Services Basic services

ChatGPT was launched on November 30, 2022, by San Francisco-based OpAI (developer of the first GPT large-scale language model; DALL·E 2, a distributed model used to generate images; and Whisper, a speech transcription model). Initially the service is free to the public and the company plans to monetize the service later.

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The service works best in English but also works in other languages, including Different degrees of accuracy.

As of April 2023, ChatGPT is blocked by China, Iran, North Korea and Russia. In addition, ChatGPT uses geographic restrictions to avoid doing business in Iran, North Korea and Russia.

The company promises that the updated but still “experimental” version of ChatGPT will provide access during busy times, no downtime, priority access in a new way, and faster response speed.

GPT-4, released on March 14, 2023, is available to API and Premium ChatGPT users.

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But premium users are limited to 100 messages every four hours, with a limit of 25 messages every three hours to meet increased demand.

In March 2023, ChatGPT Plus users get access to third-party plugins and web browsing mode (with internet access).

In July 2023, OPI made its Code Interpreter plugin available to all ChatGPT Plus customers. Interpreters provide a variety of capabilities, including data analysis and interpretation, immediately