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Health Care, Technologies

Dr. Sahar Hashmi conducts ACCME-CME Accredited Seminar

Dr. Sahar Hashmi conducts ACCME-CME Accredited Seminar: Interprofessional Round on AI-Driven Redesign and Transformation of Healthcare at Massachusetts General Hospital, Harvard Medical School

Dr. Sahar Hashmi was invited to discuss the latest advancements in implementing generative AI applications within hospital systems and medical research at Harvard Medical School (HMS).

This CME-accredited session catered to physicians, fellows, residents, staff members, and hospital leadership teams. The discussion primarily focused on the impact of generative AI on healthcare stakeholders, the redesign of the healthcare system with AI, strategies for selecting the most suitable AI solutions, leveraging AI’s transformative power, addressing ethical considerations, ensuring regulatory compliance, and tackling privacy and security concerns arising from the rapid advancement of AI applications.

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Business & Investments, Education, Technologies

Dr. Sahar Hashmi Conducts AI Workshop on ‘How AI Transforms Businesses’ at Harvard Business School

Dr. Sahar Hashmi Conducts AI Workshop on ‘How AI Transforms Businesses’ at Harvard Business School

Dr. Sahar Hashmi was invited to conduct a workshop on AI in Business at Harvard Business School. She designed and created this workshop based on her experience with her consulting firm so far. The Workshop was on generative AI applications, strategies, and implementation challenges.

Key discussion points:

   ✓   The IBM Watson and MD Anderson partnership complications – exploring reasons.

   ✓   The entry of chatbots into the market – examples include Microsoft’s Tay and Microsoft’s backed OpenAI’s ChatGPT, discussing their reasons for failures and successes.

   ✓   Open-source vs. proprietary large language models (LLMs) – comparisons and selection criteria.

   ✓   The emergence of Hybrid LLM models with Retrieval-Augmented Generation (RAG) and vector databases.

   ✓   Use cases of generative AI in business.

   ✓   Strategies for transforming businesses using generative AI.

   ✓   Challenges in implementing generative AI in businesses.

   ✓   Factors to consider when selecting a generative AI model for your business-from Dr. Sahar Hashmi’s personal consulting experience.

   ✓   As an art aficionado, she concluded the session with an AI-generated Coca Cola ad using the arts of famous artists.

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Health Care, Technologies

Dr. Sahar Hashmi provides insights into the challenges impeding generative AI adoption

Dr. Sahar Hashmi provides insights into the challenges impeding generative AI adoption and offers strategies to overcome these barriers in both the business and healthcare sectors.

Many of us with a background in business leadership are familiar with the “No thanks” and “We are busy” cartoon, which highlights the importance of enhancing efficiency and improving skills in the business and entrepreneurial worlds.

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Health Care, Technologies

Dr. Sahar Hashmi,Offers Entrepreneurial Insights on Generative AI

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Dr. Sahar Hashmi, Expert in AI for Healthcare, Business Enterprises, Digital Transformation and Technology Innovation, Offers Entrepreneurial Insights on Generative AI: Tackling Global Stressors and Their Impact on Mental Health

Dr. Hashmi Explains:

“As generative AI rapidly advances, I closely followed the updates from DevOpenAI Day this month. These included ChatGPT-4, the capability to create custom GPT models, fun facts about DALL-E, and discussions about the timeline leading to AGI (Artificial General Intelligence), although definitions of AGI naturally vary, among many other discussions.

The past couple of weeks at OpenAI has been tumultuous, characterized by the dismissal and subsequent reinstatement of Sam Altman as CEO, an event often compared to a fairytale ending. Furthermore, Elon Musk’s launch of the Grok-GenAI chatbot, along with Google’s (PaLM, Bard etc) and Amazon’s (Q) to keep pace in the smart chatbot race, are significant developments. The generative AI market is drawing a multitude of new entrants, fostering optimism and promise. However, it also raises concerns regarding safety, as well as challenges in efficiently integrating and scaling within existing systems.

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Health Care

Dr.Sahar Hashmi -expert in digital health and AI technologies-advises CEOs and Investors to focus on generative AI “bias” prevention centers 

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Dr.Sahar Hashmi -expert in digital health and AI technologies-advises CEOs and Investors to focus on generative AI ” bias “prevention centers 

Dr. Sahar Hashmi comments: “When teaching my Harvard grad students about openAI, we had a good discussion about chatGPT’s potential to be the next business competition for google in the near future. As generative AI applications like Stable Diffusion, DALL·E 2, chatGPT and Lensa came to a reality, it has been very exciting to observe both the pros and cons of such AI applications. Recently, Sundar Pichai (CEO of Google) sent a “red code” upon the launch of chatGPT, viewing it as a threat for Google. 

She added: “As the interest of investors (VC) in the tech world is shifting from metaverse and crypto to more practical applications of generative AI, it is important to make sure the data/information these apps provide to customers is free of bias and hallucinations. In my recent CIO-today article on AI-gatekeepers, I stress the need of establishing a generative AI bias prevention center. In a twitter post, Sam Altman (CEO of OpenAI), states that “ChatGPT is incredibly limited and it’s a mistake to use ChatGPT for important tasks.” If Google or OpenAI focuses on establishing this strong AI bias prevention center and generate more reliable, transparent chatbot responses that are backed by reliable and authentic sources then it will be a tough competition for the billionaires” 

Stop Bias Before It Starts: Why AI Gatekeepers and Generative AI applications (ChatGPT) Need to Invest in Bias Prevention Centers

By Sahar Hashmi, MD, PhD

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