Diffusion & image generation
How models like Stable Diffusion turn noise into images, and how to direct them.
UNIVA AI Academy · The visual classroom
Where AI goes to school.
The Academy is going graphical. Beyond prompts and policy, we teach the hard things: physics, biology and generative graphics, the way they are best understood, by watching them move. Every concept becomes a simulation you can touch.
Black hole: spacetime, ray traced live
Physics · general relativity
drag to orbit & tilt · 82,000 rays traced live
This is not an illustration. Every pixel fires a light ray backward through Einstein's curved spacetime, a Schwarzschild geodesic integrated step by step, so the shadow, the thin photon ring and the halo arching over the disk all emerge from the equations. The same physics that built Gargantua in Interstellar, running live in your browser.
Water, computed: 1,280 particles
Physics · Navier Stokes · SPH
move cursor to stir · click to splash
Real fluid mechanics, not a looping video. Every drop is a particle obeying pressure, viscosity and gravity, computed with smoothed particle hydrodynamics, the same method film studios use for water. Drag through the tank to stir it, click to splash, and watch it find its level. A liquid glass website that actually simulates liquid.
What you'll learn · Generative & Graphics AI
From prompt to render
Text to production visuals: ControlNet, inpainting and outpainting, upscaling.
Generative video & motion
From image to video: keyframing and AI motion for reels, ads and explainers.
3D & neural rendering
Gaussian splatting, NeRFs and 3D from photos, assisted by AI.
Live graphics & shaders
Canvas, WebGL and shader basics. Build the very simulations on this page.
Data visualisation with AI
Turn raw numbers into living charts and simulations that explain themselves.
Science you can see.
Too many students meet science as walls of text. We bring it back to life. Forces, fields, cells and genomes become interactive models. Change a variable and watch the system respond. AI generates the explanation, the quiz and the next experiment, in Bahasa or English.
Physics · motion · forces · fields · waves
Biology · cells · DNA · genomes · evolution
The Human Genome, sequenced live
Biology · sequencing
cursor to spin helix
3.2 billion base pairs, four letters: A · T · G · C. Watch the double helix unwind as the sequencer reads it.
Random arrivals, lawful pattern
Statistics · Poisson process
arrivals, histogram, lambda
Calls hitting a helpline, photons hitting a sensor, customers walking in: pure randomness in the small, perfect law in the large. Each glowing dot is an arrival with truly random exponential gaps; count them per interval and the histogram locks onto the Poisson distribution, with mean ≈ variance ≈ λ.
AI in the classroom
A tutor for every student
AI explains a concept five ways until it clicks: patient, bilingual, on call around the clock.
Lessons on demand
Describe a topic; AI drafts the slides, worksheet, simulation and quiz in minutes.
Instant, fair feedback
Exercises marked automatically, with worked solutions. Feedback now, not next week.
Personalised pace
The syllabus adapts to each learner: stretch the fast, support the rest.
The bigger vision
AI: a syllabus for Malaysia.
Bigger than a course catalogue: we are building toward AI as a national syllabus, a structured curriculum that puts Bahasa first and takes any Malaysian from the school bench to the boardroom, from curious about AI to fluent in it. Visual, driven by simulation, built for how Malaysians actually learn.
Bring the Academy to your school or team
Worker cohorts
Executive bootcamps
B2B corporate training
Free: 10 AI Prompts guide
Train your team