Revolutionizing Business Analytics with AutoGPT
Introduction:
The rise of artificial intelligence (AI) has been nothing short of transformative, with large language models and nascent artificial general intelligence (AGI) set to redefine the future of numerous industries. At the forefront of this revolution is AutoGPT, an AI tool with the potential to overhaul the way we approach business analytics.
Step 1: Define goals to Autogpt.
GOAL : Create a rap lyrics from the latest AI news.
Objective: The system need to perform all necessary research and find the top 2 AI articles available in internet today using capabilities like web scrapping and NLP. Then it uses its language generation abilities to transform the extracted information into catchy rap lyrics. Currently they are using gpt3.5 engine and its expected to perform way better on next update of GPT4 engine.
Step 2: Wait for autogpt to analyse the goal and define plans.
By utilizing its natural language processing (NLP) capabilities, Auto GPT can quickly scan and analyse a vast amount of online content to identify the most recent and relevant AI news articles. Then, by employing its language generation abilities, Auto GPT can transform the extracted information into catchy rap lyrics. (Aitrepreneur, 2023).
Step 3: Implementing the defined plans.
AutoGPT automatically gets into browser and finds out relevant articles. Then it saves the search results into a file and by utilizing its natural language processing (NLP) capabilities it picks 2 most relevant articles.
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Step 4: Achieving defined goals.
Automated rap lyrics created by AutoGPT from the latest articles on AI.
Feedback on AutoGPT generated results.
The automated capability of autogpt to comprehend a given objective, analyse it, and execute the necessary actions automatically is truly impressive. This tool can operate in both supervised and unsupervised modes, where the user can authorize an indefinite number of actions that autogpt can perform, including browsing the internet, conducting web scraping, and saving files automatically. Its potential applications in various fields are numerous and promising for future advancements.
However, during my testing of autogpt, I discovered that the system tends to get stuck in a loop and continuously repeats the same process on multiple occasions.
Additionally, after achieving the intended goal, autogpt inexplicably decided to send a tweet about the AI rap lyrics, which was not part of the original task.
I believe that this issue is not just a mere glitch but rather a potential threat to the development of AI. We lack insight into the model's backend processes that inform its decision-making.
For instance, it is unclear how the model selects the two most relevant articles, the factors it considers, or why autogpt undertook an undefined goal.
These uncertainties underscore the need for a pause in the development of artificial intelligence, as 1300 tech industry leaders, researchers, and others including the tech giant Elon Musk have requested in an open letter published by the Future of Life Institute .
?Reference
Aitrepreneur (2023). AUTO-GPT: Autonomous GPT-4! AGI’s First Spark Is HERE! YouTube. Available at: https://www.youtube.com/watch?v=7MeHry2pglw [Accessed 3 April 2023].