Eating Light
The concept is called “children pop-up on-site lessons” and they can arise anytime, anywhere. They are incredibly inspiring. They are never planned and are always guided by children. What you can learn from them depends entirely on your ability to observe and listen. The opportunity presents itself right there, in that precise instant. It is up to you to absorb everything that is generously and selflessly offered—children's pop-up on-site classes are never paid for.
I can assure you that I have attended many classes throughout my life. None are like this. None have the power to transform me as profoundly as this one.
My latest children's pop-up on-site class happened just a couple of days ago on a flight, where a three- or four-year-old girl traveling with her parents gave all of us a masterclass with profound implications for how museum and education professionals understand our work. It challenged how we create content and learning environments within our respective organizations. Even on the way we conceive AI. Serendipity.
The girl and her parents were seated six rows ahead of me. We were about to take off, and at one point, the girl—standing on her mother’s lap, securely held—felt a burst of cool air on her face and looked up. She noticed something that caught her attention: the mysterious opening of the air vent and a small light indicator. Immediately, she started touching and pressing them over and over again—a process she continued for the entire flight time.
And then, extraordinary things began to unfold:
We arrived at our destination, and the girl was still pressing the buttons. She could have gone on for hours. A whole new world had just opened up to her, and she was only beginning to grasp it. That made her happy. When they left the plane, the setting changed, but her approach remained exactly the same. Now, the moving walkways in the airport became her/our next big opportunity—testing her balance as she moved forward.
Children's pop-up on-site lessons are not just extraordinary opportunities for unlearning through learning. They also have deep echoes in the way we are creating technology. There is a direct connection between what this girl did on the plane and what DeepSeek has recently accomplished. But how? Where’s the link?
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The founders of DeepSeek, a Chinese start-up backed by $5.6 million and powered by 2,048 Nvidia H800 chips, have triggered their Sputnik moment by reversing the conventional approach used by companies like OpenAI or Meta when training their LLMs (Large Language Models).
Typically, AI models are first trained through supervised learning, where they are fed labeled data that humans have pre-tagged with correct responses. Only afterward do they apply reinforcement learning, which works through trial and error, using unlabeled data and a system of rewards and penalties.
What was the girl on the plane doing? Reinforcement learning.
DeepSeek flipped the process—starting with reinforcement learning first. This means less training time, which translates into less energy consumption, and the ability to use older, cheaper microchips instead of state-of-the-art ones.
The girl on my flight was, in front of our very eyes and with pure intuition, demonstrating a prodigious exercise in reinforcement learning—based on triumphant discoveries, which she shared in real-time, in open-source mode, just like DeepSeek.
A pure surge of endorphins, showing all of us the path to follow—one glowing button at a time.
Magic can appear unexpectedly, hidden in the folds of reality. On a short flight -like this time-, at a bus stop or while waiting at the supermarket checkout. Are we able to detect it? Please, take a look at your inner child connection state.
Children's Media Researcher @everyone.AI
1 个月Thanks for sharing! Also called “in-situ learning” in the Learning Sciences ??
Specialist Clowning & Play/ Docent- trainer- spreker
1 个月"Ignorance is bliss", curiosity lets the magic happen. Only 100% curiosity leads us per definition to the unknown world. Serendipity In learning is maybe the only natural way to figure out life in a deeper sense anyway i guess, it will leed us to true wisdom. That's the power of play. Collapsing the unknown into something we can grasp, even if just for a moment. The paradox? The more we understand, the more we realize how much remains unexplored. Most children ar natural born explorers. The question is, can grown-ups handle infinite uncertainty? Thanks for sharing your beautiful story, Jose Antonio Gordillo Martorell ??