It’s the hot new topic on everyone’s lips - ChatGPT! We’ve already explored exactly what it is, but did you know that there’s evidence that job ads that Chat GPT writes are up to twice more biased? A recent study showed that the ChatGPT AI is particularly biased against neurodivergent people, people with physical disabilities and people from disadvantaged ethnic groups.
This is a huge blow for Chat GPT creators OpenAI, who hoped to develop an AI so complex that artificial general intelligence benefited all of humanity. And here at Optimal HQ, it got us wondering, what are the other disadvantages of ChatGPT?
Reliance on pure AI: Overreliance on AI for information and decision-making can lead to decreased development of staff members' critical thinking and problem-solving skills. How do you trust it?
Bias and misinformation: AI models like ChatGPT are trained on large amounts of out-of-date data and can perpetuate historical and social biases and inaccuracies represented in the training data.
Lack of emotional intelligence: AI systems like ChatGPT lack emotional intelligence and can struggle to understand the emotional context of a conversation, leading to misunderstandings and unsuitable responses.
Job displacement: The increasing use of AI systems like ChatGPT could lead to job displacement in fields such as customer service, content creation, and others.
Lack of common sense: ChatGPT is trained on text data but does not have a deep understanding of the world as a human does. This can result in responses that lack common sense or make incorrect assumptions.
Lack of context: ChatGPT generates responses based on the input it receives, but it does not fully understand the context in which the input was given. This can result in inappropriate, incorrect or nonsensical responses.
Limited ability to handle rare or out-of-vocabulary words: ChatGPT may struggle with rare or out-of-vocabulary words that it was not trained on, leading to inaccurate or irrelevant responses, especially in the nuisance context of role types, white-collar and blue-collar hiring.
Difficulty in handling multi-turn conversations: ChatGPT has difficulty maintaining context and coherence in multi-turn conversations, leading to disjointed or unrelated responses.
Limited ability to handle ambiguity: ChatGPT may struggle with ambiguity and multiple interpretations, leading to confusion and errors.
Dependence on large amounts of training data: The performance of ChatGPT is dependent on the amount and quality of text data it was trained on. This means that models trained on smaller datasets may produce lower-quality results.
Cost: The cost of training and deploying ChatGPT models can be high, as it requires significant computational resources and data storage.
Lack of transparency: The internal workings of ChatGPT models can be difficult to understand and interpret, limiting their transparency and accountability. This can be a concern as organisations need to ensure that the model operates fairly and ethically.
In conclusion, generalised AIs are unsuitable for the job ad landscape. AI technology must be more refined and specific, trained with hundreds of hours of specific job ad knowledge. That’s where we come in! Get-Optimal (IT Team and Security approved) globally proven product works fundamentally differently in ambition, customer types, data sources and execution. We also work in a heavily controlled and secure environment and are hosted on Microsoft Azure Cognitive Services. We are a member of ‘AI for Good’ and use many techniques, including Reinforcement Learning from Human Feedback (RLHF), which fine-tunes our AI models based on how humans rate their generated responses. We are built on top of Microsoft's GPT family of large language models.
GO remove opinion and utilise millions of real-time Job Ad data points to make these critical decisions. We are specialists, not generalists - and the leaders in job ad optimisation.
Work with us at Optimal, and your response rate for open positions will soar by a minimum of 24%. Let our AI choose the most readable parts of your job ads to display, and you’ll save the precious time you would have spent combing through old or plagiarised job ads to ensure you’re conveying the correct image in the new world of attracting suitable and diverse candidates. No longer will applicants be put off by the vacancy or how it’s been advertised. Optimise once and post in multiple places - your new ad is provided in a downloadable, editable form to drop into whichever job board or multi-poster you like!
We are also integrated with Bullhorn and Salesforce. We ensure your ad is Diversity & Inclusion compliant, meaning you’ll be the top choice commercially and win business over other, less enlightened competitors.
Ready to join forces? Why not book your demo today and get started with Get-Optimal?
Sources
Osawa, J., & Oster, S. (2023, March 9). OpenAI President on Musk Criticism: 'We Made a Mistake'. The Information. Retrieved March 10, 2023, from https://www.theinformation.com/articles/openai-president-on-musk-criticism-we-made-a-mistake
Pasternack, A. (2023, February 22). Deepfakes are getting smarter with ChatGPT, sparking funding and fears. Fast Company. Retrieved March 10, 2023, from https://www.fastcompany.com/90853542/deepfakes-getting-smarter-thanks-to-gpt
Roose, K. (2023, February 17). Kevin Roose’s Conversation With Bing’s Chatbot: Full Transcript. The New York Times. Retrieved March 10, 2023, from https://www.nytimes.com/2023/02/16/technology/bing-chatbot-transcript.html
Timothy, M. (2023, February 11). Has OpenAI Already Lost Control of ChatGPT? MakeUseOf. Retrieved March 10, 2023, from https://www.makeuseof.com/openai-lost-control-chatgpt/
It’s the hot new topic on everyone’s lips - ChatGPT! We’ve already explored exactly what it is, but did you know that there’s evidence that job ads that Chat GPT writes are up to twice more biased? A recent study showed that the ChatGPT AI is particularly biased against neurodivergent people, people with physical disabilities and people from disadvantaged ethnic groups.
This is a huge blow for Chat GPT creators OpenAI, who hoped to develop an AI so complex that artificial general intelligence benefited all of humanity. And here at Optimal HQ, it got us wondering, what are the other disadvantages of ChatGPT?
Reliance on pure AI: Overreliance on AI for information and decision-making can lead to decreased development of staff members' critical thinking and problem-solving skills. How do you trust it?
Bias and misinformation: AI models like ChatGPT are trained on large amounts of out-of-date data and can perpetuate historical and social biases and inaccuracies represented in the training data.
Lack of emotional intelligence: AI systems like ChatGPT lack emotional intelligence and can struggle to understand the emotional context of a conversation, leading to misunderstandings and unsuitable responses.
Job displacement: The increasing use of AI systems like ChatGPT could lead to job displacement in fields such as customer service, content creation, and others.
Lack of common sense: ChatGPT is trained on text data but does not have a deep understanding of the world as a human does. This can result in responses that lack common sense or make incorrect assumptions.
Lack of context: ChatGPT generates responses based on the input it receives, but it does not fully understand the context in which the input was given. This can result in inappropriate, incorrect or nonsensical responses.
Limited ability to handle rare or out-of-vocabulary words: ChatGPT may struggle with rare or out-of-vocabulary words that it was not trained on, leading to inaccurate or irrelevant responses, especially in the nuisance context of role types, white-collar and blue-collar hiring.
Difficulty in handling multi-turn conversations: ChatGPT has difficulty maintaining context and coherence in multi-turn conversations, leading to disjointed or unrelated responses.
Limited ability to handle ambiguity: ChatGPT may struggle with ambiguity and multiple interpretations, leading to confusion and errors.
Dependence on large amounts of training data: The performance of ChatGPT is dependent on the amount and quality of text data it was trained on. This means that models trained on smaller datasets may produce lower-quality results.
Cost: The cost of training and deploying ChatGPT models can be high, as it requires significant computational resources and data storage.
Lack of transparency: The internal workings of ChatGPT models can be difficult to understand and interpret, limiting their transparency and accountability. This can be a concern as organisations need to ensure that the model operates fairly and ethically.
In conclusion, generalised AIs are unsuitable for the job ad landscape. AI technology must be more refined and specific, trained with hundreds of hours of specific job ad knowledge. That’s where we come in! Get-Optimal (IT Team and Security approved) globally proven product works fundamentally differently in ambition, customer types, data sources and execution. We also work in a heavily controlled and secure environment and are hosted on Microsoft Azure Cognitive Services. We are a member of ‘AI for Good’ and use many techniques, including Reinforcement Learning from Human Feedback (RLHF), which fine-tunes our AI models based on how humans rate their generated responses. We are built on top of Microsoft's GPT family of large language models.
GO remove opinion and utilise millions of real-time Job Ad data points to make these critical decisions. We are specialists, not generalists - and the leaders in job ad optimisation.
Work with us at Optimal, and your response rate for open positions will soar by a minimum of 24%. Let our AI choose the most readable parts of your job ads to display, and you’ll save the precious time you would have spent combing through old or plagiarised job ads to ensure you’re conveying the correct image in the new world of attracting suitable and diverse candidates. No longer will applicants be put off by the vacancy or how it’s been advertised. Optimise once and post in multiple places - your new ad is provided in a downloadable, editable form to drop into whichever job board or multi-poster you like!
We are also integrated with Bullhorn and Salesforce. We ensure your ad is Diversity & Inclusion compliant, meaning you’ll be the top choice commercially and win business over other, less enlightened competitors.
Ready to join forces? Why not book your demo today and get started with Get-Optimal?
Sources
Osawa, J., & Oster, S. (2023, March 9). OpenAI President on Musk Criticism: 'We Made a Mistake'. The Information. Retrieved March 10, 2023, from https://www.theinformation.com/articles/openai-president-on-musk-criticism-we-made-a-mistake
Pasternack, A. (2023, February 22). Deepfakes are getting smarter with ChatGPT, sparking funding and fears. Fast Company. Retrieved March 10, 2023, from https://www.fastcompany.com/90853542/deepfakes-getting-smarter-thanks-to-gpt
Roose, K. (2023, February 17). Kevin Roose’s Conversation With Bing’s Chatbot: Full Transcript. The New York Times. Retrieved March 10, 2023, from https://www.nytimes.com/2023/02/16/technology/bing-chatbot-transcript.html
Timothy, M. (2023, February 11). Has OpenAI Already Lost Control of ChatGPT? MakeUseOf. Retrieved March 10, 2023, from https://www.makeuseof.com/openai-lost-control-chatgpt/
