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Produced by Daniel Aharonoff & Mogul Media AI

Addressing AI's Impact: Governance and Ethics Ahead

The Urgent Call for Responsible AI Governance As the landscape of artificial intelligence continues to evolve at an unprecedented pace, the recent remarks made by President Joe Biden during his State of the Union address resonate with a growing urgency. The implications of AI technology are reaching into every facet of our lives, and the necessity for a robust framework to govern its development and application has never been more critical. For those interested in understanding the principles behind AI governance, consider exploring Artificial Intelligence: A Modern Approach, Global Edition . A Strident Call to Action In his address, President Biden underscored the duality of AI's promise and peril, stating: Strengthening penalties on fentanyl trafficking Passing bipartisan privacy legislation to safeguard children online Harnessing the potential of AI while mitigating its risks Banning AI voice impersonation These priorities reflect a comprehensive approach to not o...
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Produced by Daniel Aharonoff & Mogul Media AI

OpenAI Unveils Enhanced GPT-4 Turbo Preview Model to Boost AI Performance

OpenAI has taken a significant step in addressing concerns regarding the perceived "laziness" of ChatGPT by introducing an enhanced model that aims to rejuvenate its AI's performance and responsiveness. The announcement of the updated GPT-4 Turbo preview model signifies a crucial advancement in OpenAI's efforts to ensure that the AI completes tasks, such as code generation, more thoroughly and consistently.

Embeddings Enhance Performance

The core focus of the latest update, named GPT-4 0125 preview, is on code generation capabilities and counteracting the AI's previous inclination to underperform. At the heart of this upgrade lies the incorporation of embeddings, a sophisticated AI feature designed to enhance the model's understanding and output. These embeddings, which are sequences of numbers representing concepts within content like natural language or code, play a crucial role in powering complex tasks such as clustering or retrieval. By parsing the relationships between content, embeddings guide the generative process of the LLMs, conditioning them to follow a specific path during reasoning.

Improved Benchmark Scores

OpenAI introduced three embeddings to help GPT increase its performance, with one named "text embedding 3 large" standing out as the company's new best-performing creation. The incorporation of these embeddings has yielded promising results, with average benchmark scores reportedly increasing from 31 to 64. This improvement underscores the effectiveness of the updated model in enhancing the AI's performance and responsiveness.

The feedback from users regarding the updated GPT-4 Turbo preview model has been positive, with some already reporting significant improvements in the AI's capabilities. This latest development from OpenAI marks a significant milestone in addressing concerns about ChatGPT's perceived "laziness" and underscores the company's commitment to advancing AI technology to deliver more robust and reliable performance.

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