The race for generative AI is gaining ground daily, signified by both the potential of the technology and the anxieties it may birth if uncontrolled. Due to the exponential growth of AI, one of the most popular generative AI applications, ChatGPT, has changed how humans interact with machines. This was made possible through reinforcement learning with human feedback (RLHF).
RLHF involves people providing feedback to the models to personalize the AI models to company needs. This way, human proficiency and sympathy can influence the learning process for generative AI models producing improved performance. An instance of this would be when training a puppy, a reward for good behavior and admonishment for the bad.
RLHF is necessary to ensure that generative AI aligns with the values of society, preventing any risks of hypotheses or biased responses that would be damaging in the long run. Take for example a conversation with an AI chatbot, a user would be let down with an answer that is drifting away from their query and would be unlikely to return for another conversation.
RLHF may also be used in various areas for example, refining AI-generated images, captions and text, generating financial decisions, training AI to diagnose diseases and make purchases.
OpenAI has included a lot of human feedback in training AI models to make human-in-the-loop applications attainable. It is vital to equip generative AI with human feedback to nurture it in an ethical way. Responsible AI development is a critical issue now, artificial intelligence must be a power for good and it starts with humans reinforcing good habits and refining the bad.
Featuring a few leadership figures in the San Francisco event on 11-12th July, the summit intends to provide an understanding of how we can reap the merits of these generative AI systems while keeping them helpful, honest, and harmless. It will guide executives on how to best integrate and optimize AI investments for success.
The organization hosting this event, Rising Media is a world-renowned event producer, committed to bringing conferences and summits on emerging technology giving their attendees access to top industry leaders, visionaries and publishers. Attendees to the event will hear from experts on how to develop, execute and optimize AI investments and build effective ethical AI operations.
The event is hosted by the company’s CEO, Ekaterina Walter, an international speaker, and bestselling author, responsible for establishing companies’ digital presences and creating remarkable marketing and business development strategies. Ekaterina has had both success and expertise in the technology space, being the co-author of The Power of Visual Storytelling: How to Use Visuals, Videos, and Social Media to Market Your Brand, and has been ranked one of LinkedIn’s top 5 Voices in the Advertising & Marketing category.
Don’t miss the chance to learn from real experts and embed AI successfully into your business strategy. Join the leading executives from the AI space in San Francisco on July 11-12 to discover how reinforcement learning with human feedback is unlocking the energy of generative AI.
