FutureSchool Pulse

  One Week of Building FutureSchool Pulse From Scratch: What Actually Happened No team, no budget, and a toddler who doesn't nap. Here's an honest look at what it actually took to launch this blog in a week — the real numbers included. Why I started this at all A school found me by asking ChatGPT who could run an AI literacy programme for their learners — not by searching Google, not through a referral. That single moment made something clear: if AI tools are already how people find providers like me, I needed somewhere solid for them to land once they did. So I started writing. What actually got done in one week 5 blog posts published , one for each of four content pillars: Schools & Teachers, Parents, South African Education, and Behind the Build A full Google Business Profile rebuild — services rewritten, photos updated, categories tightened A LinkedIn overhaul — About section, Featured links, and Experience all rewritten to actually match what I do now, instea...

  AI Skills Every South African Parent Should Learn Too AI literacy isn't just a kids' subject. If your child is learning it at school, here's what's worth picking up alongside them — not to keep up, but to stay part of the conversation. Why this matters, beyond "keeping up" The goal isn't to become as fluent as your child, or to compete with what they're learning at school. It's to understand enough that you can guide, question, and have a real conversation about what they're doing — instead of the AI part of their life being something you simply can't engage with. 1. What AI actually is, in plain terms You don't need the technical depth. You need enough to explain, in your own words, that these tools generate responses based on patterns learned from huge amounts of text and data — and that means they can be confidently wrong, not just occasionally unhelpful. 2. How to spot a made-up or wrong answer AI tools sometimes state inco...

5 Signs Your School Needs an AI Literacy Policy Not sure if your school actually needs a formal position on AI yet, or if it can wait? Run through these five signs — if two or more sound familiar, it's already time. 1. Learners are using AI tools, but no one's actually talked about it If AI use is happening quietly — learners using chatbots for homework, nobody quite sure what's allowed — that's not a neutral gap. It's a policy vacuum, and vacuums get filled inconsistently, learner by learner, without any shared standard. 2. Teachers are handling it differently, class by class One teacher bans AI outright, another quietly allows it, a third hasn't thought about it at all. That inconsistency isn't fair to learners, and it puts individual teachers in the position of making policy decisions on their own, every time it comes up. 3. Parents are starting to ask questions If you're fielding one-off parent questions about AI and homework, that's usual...

  AI Literacy vs Coding vs Robotics: What's the Difference? Short answer: coding teaches a child to give instructions, robotics teaches a child to build the thing that follows them, and AI literacy teaches a child to work alongside a system that sometimes decides things on its own. They're related, but they're not the same skill — and a school offering one isn't automatically covering the other two. Here's the distinction, plainly. Coding: instructing a machine, step by step Coding is about writing precise, ordered instructions — if this happens, do that; repeat this ten times; stop when this condition is met. The machine does exactly what it's told, nothing more, nothing less. The skill being built is logical sequencing and precision: learning to break a problem into steps a computer can follow exactly. Robotics: giving instructions a physical body Robotics extends coding into the physical world — the same kind of step-by-step instruction, but now control...

  What AI Literacy Looks Like in a South African Classroom Right Now Most of what's written about "AI in education" assumes a laptop on every desk and fibre at every home. That's not the classroom most South African children learn in — and any AI literacy programme that ignores this gap isn't actually built for the learners it claims to serve. Here's what building for the real context actually involves. The device gap is the starting point, not a footnote For a large share of South African households, a smartphone is the primary — often only — connected device, not a laptop or desktop. A curriculum written around keyboard-and-mouse interaction, or assuming a device is available at home for practice between sessions, quietly excludes exactly the learners who could benefit most from these skills. Designing for this properly means building around what a child can actually access, not what's convenient to design for. Connectivity shapes what's realist...

  What to Look for in an AI Literacy Extramural Provider If you're a school considering an AI or digital citizenship extramural, the category is new enough that there's no established checklist yet. Here's the one I'd want, if I were on the other side of this decision. Karate coaches, art teachers, swimming instructors — schools have decades of shorthand for vetting these. "AI Applications" as an extramural category doesn't have that history yet. So here's what I'd actually look for. 1. A curriculum built for the age group, not adapted from adults A lot of what's out there on "teaching kids AI" is a watered-down version of a workplace AI-skills course. That's the wrong starting point. Ask any prospective provider to walk you through what a specific lesson actually looks like for your learners' age band — not the topic list, the lesson. If they can't get concrete quickly, the curriculum probably isn't built from the...