Eric Saint-Marc
3 min readJun 17, 2024

As predicted 3 years ago, Context is the right approach to AI

Apple Inc approach to AI is the correct one as it all comes down to Context for which I outlined on my blog on May 6, 2021 “Does your business needs Artificial Intelligence or Ambient Intelligence

The following quote gives a deep understanding behind the vision for an effective Artificial Intelligence construct.

“Unfortunately, I realized early on that you must include a contextual awareness factor into any equations that involves humans interaction to meet an expected outcome.”

At the time, I focused on how to elevate the customer experience with the use of Predictive Analytics. Inherently, and even though I had all the insights required to understand the customer journey it still required a tremendous amount of resources to finalize the blueprint for an exceptional customer experience.

So yes, Apple Intelligence wins the first bout and Microsoft, Google, Amazon and Facebook must rethink their approach but I believe that the potential winners behind the AI race have not shown themselves as of yet (They just down know it). These Winners already exist and drive companies that have the Technology, experience and expertise to enhance our lives in the same way the advent of the Internet brought us solutions that have changed our lives faster than in any other points in history.

Apple Intelligence, OpenAI and everyone else still relies on a tremendous amount of computing power to acknowledge, process and respond to a request with any type of relevance. Current Learning Language Model train on a set of data that has no relevance to CONTEXT and therefore the best you get from Open AI and the like resides in a copy mechanism and the expansion of what already exists. Great, but how do you respond to a Context encapsulated around a set of insights to derive an action. Apple, and everyone else will improve their Digital Assistants over but won’t move us forward until they readjust their approach for which will become the next Trillion Dollars Idea.

Stay tuned as I will provide additional insights on July, 1, 2024. Release will take place on my blog ThinkAhead.medium.com and LinkedIn.

Please see below a few key outlines:

Apple Insights from WDC 2024

“Apple Intelligence is the personal intelligence system”

“It draws on your personal context to give you intelligence. And it is deeply integrated into our platforms and throughout the apps”

“And what’s truly unique is its understanding of your personal context”

“There’s one more critical building block for personal intelligence, and that’s an understanding of your personal context”

“Thanks to richer language understanding capabilities. when it draws
on the personal context awareness. and action capabilities built into Apple Intelligence”

ThinkAhead Insights from May, 2021

“I believe that one may want to consider Ambient Computing and Ambient Intelligence as prerequisite to Artificial Intelligence. As such Ambient Computing encompass the combination of hardware, software, user experience and machine learning. The Internet of Thing (IoT) lends itself as one of the preamble behind an improved Contextual Awareness”

“You may want to think of Ambient Intelligence as a Neural Network for which would help support data awareness and work to enhance people day-to-day activities in a simple and intuitive way based on the analysis provided”

“As such, you would conceptualize that an application would “sense” and
“understand” the context and then respond to the human factor as a data point and build the Contextual Awareness to derive a set of “Prescriptive” outcomes. I prefer the term Prescriptive vs Predictive even though I do see a value in a prediction, but like most I believe that the key to meet an expected outcome relates to one ability to prescribe the action required to meet that outcome. Then we can finally engage and talk about ubiquitous computing and Artificial”

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Eric Saint-Marc
Eric Saint-Marc

Written by Eric Saint-Marc

Founder, CTO ThinkAhead Corporation. Enterprise Architect and Cloud Expert. Talks about #leadership, #technology, #cloudcomputing, and #predictiveanalytics