🤖 GPT-4 Launches

The latest language software from OpenAI, GPT-4, has been launched with new features, including the ability to describe images in words. This is a significant step forward in AI, and while it offers many possibilities, there are also concerns about its potential impact on society. One issue is the possibility of jobs being lost to machines that can do them more efficiently, and the potential for machines to spread inaccurate information online. OpenAI says that GPT-4 will revolutionize work and life, and it has already been used by Microsoft in its Bing AI chatbot. However, OpenAI is delaying the release of its image-description feature due to concerns of abuse. The company is also aware that the model has errors, such as perpetuating social biases and offering bad advice, and lacks knowledge of events that happened after September 2021, when its training data was finalized.

OpenAI is working to understand the potential risks associated with GPT-4's image-description feature before releasing it. One concern is the possibility of the model being used for mass surveillance, such as facial recognition. Another issue is the risk of perpetuating harmful biases. As the model has been trained on internet text and imagery, it has learned to emulate human biases of race, gender, religion, and class. OpenAI researchers acknowledge that as GPT-4 and similar AI systems become more widely adopted, they have even greater potential to reinforce entire ideologies, worldviews, truths and untruths, and to cement them or lock them in.

To mitigate these risks, Irene Solaiman, the policy director at Hugging Face, an open-source AI company, suggests that society broadly agrees on some harms that the model should not contribute to, such as building a nuclear bomb or generating child sexual abuse material. However, she adds that many harms are nuanced and primarily affect marginalized groups and that those harmful biases, especially across other languages, cannot be a secondary consideration in performance.

GPT-4 has been designed to escape the chat box and more fully emulate a world of color and imagery, surpassing its predecessor ChatGPT in its "advanced reasoning capabilities." In contrast to ChatGPT, GPT-4 is capable of creating not just words but also describing images in response to simple written commands. For example, a person can ask what will happen if a boxing glove hanging over a wooden seesaw with a ball on one side drops, and GPT-4 will respond that it would hit the seesaw and cause the ball to fly up. However, the company is delaying the release of its image-description feature due to concerns of abuse.

While GPT-4 offers many possibilities, including revolutionizing work and life, it is not without limitations. The model still makes many of the errors of previous versions, including "hallucinating" nonsense, perpetuating social biases, and offering bad advice. Moreover, it lacks knowledge of events that happened after September 2021 when its training data was finalized and does not learn from its experience, limiting people's ability to teach it new things. To learn more about this new release click here.

Microsoft has invested billions of dollars in OpenAI in the hope that its technology will become a secret weapon for its workplace software, search engine, and other online ambitions. The company has marketed the technology as a super-efficient companion that can handle mindless work and free people for creative pursuits, helping one software developer do the work of an entire team or allowing a mom-and-pop shop to design a professional advertising campaign without outside help. AI boosters say that these are only the surface of what AI can do, and it could lead to business models and creative ventures that no one can predict.

One major concern about GPT-4 is the potential for it to be used for nefarious purposes, such as creating deepfake images or spreading false information online. OpenAI has acknowledged these risks and is taking steps to address them, such as delaying the release of the image-description feature.

Another issue with GPT-4 and other large language models is their lack of transparency. The models are so complex that it is difficult to understand how they arrive at their conclusions, and they can perpetuate biases and inaccuracies without anyone being aware of it. OpenAI and other companies working on these models are aware of this problem and are exploring ways to make the models more transparent and accountable.

Despite these concerns, GPT-4 is a major step forward for artificial intelligence and has the potential to revolutionize many industries, from healthcare to entertainment to finance. Its ability to analyze images and generate natural language responses will make it a valuable tool for businesses and researchers alike.

Overall, the launch of GPT-4 is both exciting and concerning. It represents a major leap forward in AI technology, but it also raises important ethical questions about the role of these systems in society. As researchers continue to develop these models, it will be important to balance innovation with responsible use to ensure that these powerful tools are used for the greater good.

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