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  • 🧠 Are we ready?, Dr.Google the patient will see you now, Let's see whats in GPT-5....

🧠 Are we ready?, Dr.Google the patient will see you now, Let's see whats in GPT-5....

Enterprises must take steps now to be ready, Healthcare will see big leaps forward with new AI capabilities, Will AGI finally come?////,

Author

Adam Martin
March 21, 2024

TL;DR

  • Spring training is here for AI. Enterprises must prioritize their AI investments strategically to prepare for the season opener. They must focus on data, consumption, and governance to win the World Series in AI. With preparation and prioritization, organizations can hit it out of the park.

  • With over 30% of the world’s data coming from Healthcare, companies like Google are ramping up efforts to bring new AI models and applications to the forefront. Now more than ever, every patient is the CEO of their journey, and they demand better solutions and outcomes. Google is helping companies provide the foundations for better standards of care through technology.

  • GPT-5 rumors have leaked recently, and we are getting close to AGI. The newest model is a marked improvement over GPT-4 and will bring multi-modal capabilities to market. While this news is excellent, leaders must focus on choosing the right tool for the job, not the shiny new object.

🤖 Innova8AI News

⚾️ Spring Training for AI

Batter Up. According to a recent Forbes article, we are at the forefront of this new AI revolution that will drive massive productivity gains. Enterprises must strategically prioritize and architect their AI investments to prepare for the coming AI era. How should leaders think about AI? 

In the weeds:

  • Ruthlessly prioritize AI projects since not everything can be funded initially due to GPU constraints. Make tough choices on the highest ROI use cases.

  • Build on a solid, efficient data foundation (storage, pipelines, etc.) to maximize the value of expensive AI hardware and models.

  • Plan for increasing power/electricity limitations that could impact scaling AI workloads long-term.

  • Bake in security, compliance, and clear data provenance from the start, given the regulatory scrutiny AI will face.

The impact: Business and IT leaders must act quickly to prioritize high-value AI initiatives, architect efficient data and compute platforms, and implement robust AI governance to capitalize on AI’s transformative potential fully. New platforms and tools are coming to market daily. The urge to jump to a new shiny tool is natural, but organizations must ensure the foundations are laid for the season opener.

Engineering is the closest thing to magic that exists in the world.

Elon Musk

👩🏽‍⚕️ Dr. Google, I seem to have a bit of a cough

I Feel Sick GIF

↜Gif by snl on Giphy

Google announced that it is making moves to develop genAI models and applications tailored to healthcare organizations. These organizations are generating an astonishing 30% of the world’s data. The Health and Life Sciences sector can benefit from adapting new technologies to improve patient outcomes.

In the weeds:

  • For medical domain understanding across text, images, and genomics data, Google has fine-tuned its large language models, such as Med-PaLM 2, MedLM, and Gemini.

  • They are developing multimodal AI models to analyze radiology images (MedLM for Chest X-ray), generate clinical reports, and provide personalized health coaching recommendations.

  • AI assistants like AMIE can support diagnostic reasoning and conversational abilities to augment clinicians during consultations.

  • Business/IT leaders in healthcare should evaluate partnerships with Google to pilot these AI models and assess how they can improve clinical workflows, diagnostic accuracy, patient interactions, and personalized care delivery.

The impact: Organizations in healthcare and Life Sciences should evaluate these new Google models and applications to pilot and assess how they can improve clinical workflows, diagnostic accuracy, patient interactions, and personalized care delivery. Patients are increasingly becoming the CEOs of their health care, and it is up to leaders in the industry to provide better tools to improve outcomes for their populations.

🚰 How fast is OpenAI moving? GPT5 detailed leaked

OpenAI is moving at Lightspeed with new capabilities and models. Rumors leaked recently about the latest model, GPT-5 capabilities, and we could see some significant strides forward. Is AGI getting closer?

In the weeds:

  • GPT-5 is expected to be "materially better" than GPT-4, with a significant increase in computing power and capabilities like multimodal abilities (text, images, video, etc.)

  • It could enable more advanced AI applications and productivity tools and raise governance and ethical concerns around artificial general intelligence (AGI).

  • An incremental GPT-4.5 release may precede the GPT-5 launch, possibly as early as the summer of 2024.

The impact: The speed at which development happens in the model space can leave business and IT leaders scratching their heads when figuring out where they should develop capabilities. Enterprises must realize the mission of companies like Open AI is to develop AGI. While a powerful tool, it may be overkill for organizations seeking to unlock the power of AI with current models. Instead, leaders should focus on the use case and outcome of their developing solutions. Focus first on that and pick models according to their strengths, not just the latest models.

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