The Multiple Futures of AI: Ed3 World Newsletter Issue #27

The Multiple Futures of AI: Ed3 World Newsletter Issue #27

This monthly newsletter serves as your bridge from the real world to the advancements of AI & web3, specifically contextualized for education.?For previous issues, check out?ed3world.substack.com. All new issues will be published on both LinkedIn & Substack.


Dear Educators & Friends,

Yesterday, OpenAI released a guide for Teaching with AI. Nothing ground-breaking, but it provides a few use cases, confronts some issues like algorithmic bias, and is probably a launching point for additional resources. Perhaps this is a response to educators looking for guidance and perhaps… it’s a reaction to the AI hype cycle starting to lose momentum.

ChatGPT is seeing a 10% dip in visits, Open AI is being investigated by the FTC, 72% of Americans are wanting AI to slow down, and New York Times is suing OpenAI, among other disruptions.

Most hype cycles experience a massive boost with an “innovation trigger” that leads to a “peak of inflated expectations” (ref. Gartner).

Gartner Hype Cycle

We experienced that with web3 in 2021 when NFTs & crypto escalated beyond reason. Of course, the sound of the crash was deafening. The steep decline in a hype cycle often surfaces inherent issues and obstacles that cause…reality to set in.

But I think the AI hype cycle will shake out slightly differently.

??My hot-take: I do think there will be a decline caused by regulations for privacy and data security (already problematic in Europe and the US is soon releasing an Executive Order with regulations on AI use). But I don’t think we’ll experience a steep decrease in AI utility or adoption the way we did with web3.

In my last issue, I mentioned that AI’s popularity may be attributed to it’s easy access and easy win for the masses. Because of the proliferation of AI today thanks to OpenAI, I think the “plateau of productivity” is coming faster than any previous technology. AI’s “slope of enlightenment” will be closer to the advent of web1, where a few key players will build transformative technologies for rapid adoption by the world.

So where does that leave us, in education?

Well, I don’t recommend putting your student data into AI apps yet. But I think this is an empowering moment for educators to ride the slope and ideate the many futures of learning with AI. And keeping these futures in mind, avoiding the perpetuation of broken education systems.

Enter, Futures Thinking.

If you haven’t heard of it yet, Futures Thinking leverages present-day facts to create provocative and plausible stories about possible futures through synthesis, sense-making, creativity, and visualization (ref: Institute for the Future). It’s like scenario planning (classic business strategy) on steroids.

I became obsessed with ‘Futures’ when Jane McGonigal published her book, Imaginable last year. A few months later, Stanford d.School released a framework of skills to help educators engage in more generative mindsets about the future. But if you search for futures thinking, you’ll find that it’s quite ubiquitous across sectors and these ideas are not novel (see origins). And even though I’m still new to it, it is one of the most worthwhile concepts I’ve learned about in the last decade.

Futures Thinking allows you to prepare for the VUCA (volatile, uncertain, complex, ambiguous) world (thanks, Jane) by activating the following ideas:

  1. Multiple Scenarios: Hypothetical simultaneous stories about the future to visualize different plausible outcomes based on trends and events;
  2. Trend Analysis: Identifying and studying trends to understand their potential implications for the future (example: the Gartner Hype Cycle);
  3. Horizon Scanning: Systematically exploring a wide range of sources to identify early signs of potentially important developments;
  4. Backwards Planning: Starting with a desired future outcome and then working backward to identify the steps that need to be taken to achieve that outcome;
  5. Wild Cards: Unexpected, low-probability but high-impact events that can disrupt current trends and trajectories;
  6. Delphi Method: A structured forecasting method that gathers expert opinions in multiple rounds, refining forecasts with each round;
  7. Systems-Thinking: Evaluating how different trends or events might influence each other now and in the future, and how each variable in a futures ecosystem impacts another.

So, for this issue, I thought we could stretch our imaginations and learn about the multiple futures of education in the age of AI. As you dive into these resources, you’ll start to understand Futures Thinking and how to prepare yourself for what could be.

Here’s a plausible, but maybe not immediately probable, future I’m thinking about:

Imagine a world where students own, decide, and shape their learning ecosystem which expands beyond physical spaces, political borders, and bureaucratic barriers.

??In this Future, a “decentralized autonomous classroom” is a social space in a city of learning, where a student votes on all decisions as a learning citizen.

??When she opts into a learning pathway, AI tailors what she learns, how she learns, and who she learns with, to her pace, style, and aspirations.

??Smart contracts automate custom verified credentials with atomic competencies.

??Along with community-supported real-life field experience, she finds herself in a simulated metaverse, collaborating across continents and absorbing diverse perspectives. Her competencies are securely etched on a decentralized ledger, recognized universally and owned by her.

??Based on peer evaluation of her work, she earns digital tokens that increase in value with network effects.

??Her dynamic portfolio broadcasts her skills to a global marketplace that is seeking, validating, and rewarding expertise in real-time.

??As she continues learning into her 20s, 30,s and into her 90s, her learner record continues to grow.

See you in the Futures.

Warmly yours,

Vriti Saraf


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This week’s?Ed3 World?newsletter is about Futures Thinking. More to come on other web3 & emerging tech topics. We’re excited to bring education into the Metaverse & to help you leverage the opportunities in the new world.


Brian Piper

Director of Content Strategy and Assessment, University of Rochester | Author | International Keynote Speaker | Consultant | Content Marketer | AI Enthusiast | Web3 Educator | Board member HighEdWeb | Ed3 DAO

1 年

Another incredible newsletter. I love that the web3 hype cycle has calmed down and now we're seeing much more practical and useful applications of the technology. I'm sure we'll see the same with AI.

Lori Mazor

I teach AI with a human touch: empowering intelligent business.

1 年

Couldn’t agree more with your take on what this cycle of AI is going to look like. Unlike prior hype cycles, this AI wave caused more paralysis that action, so I’m quite relieved to be moving into the next phase of meaningful adoption. Futures thinking is a game changer and the vision you paint is compelling.

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