








AI-Newton: A Concept-Driven Physical Law Discovery System without Prior Physical Knowledge
While current AI-driven methods excel at deriving empirical models from individual experiments, a significant challenge remains in uncovering the common fundamental physics that underlie these models -- a task at which human physicists are adept. To bridge this gap, we introduce AI-Newton, a novel framework for concept-driven scientific discovery. Our system autonomously derives general physical laws directly from raw, multi-experiment data, operating without supervision or prior physical knowledge. Its core innovations are twofold: (1) proposing interpretable physical concepts to construct laws, and (2) progressively generalizing these laws to broader domains. Applied to a large, noisy dataset of mechanics experiments, AI-Newton successfully rediscovers foundational and universal laws, such as Newton's second law, the conservation of energy, and the universal gravitation. This work represents a significant advance toward autonomous, human-like scientific discovery.

[AINews] Loopcraft: The Art of Stacking Loops
a quiet day lets us highlight a great concept from Peter Steinberger, Boris Cherny, and Andrej Karpathy

The Science Playground – a list of interesting links
Links to science games, simulations, and collections. Have fun!If any links are broken, let me know.
Games Demystified: Super Mario Galaxy
Want to see how Mario Galaxy created its unique gravity-based physics effects for the in-game planets? Developer Alessi analyzes and reproduces the same concepts with a playable game prototype and source code.
Knowing When to Stop: The Art of Making a Loop Converge | Andreessen Horowitz
The systems that matter will not be the ones that can keep going. They all can.

Interview With 'The Witness' Creator Jonathan Blow
The video game creator on the nature of science, language and design


Building games that can be understood at a glance
Building games that can be understood at a glance - Zach Gage, GDC 2018
Building games that can be understood at a glance
Building games that can be understood at a glance - Zach Gage, GDC 2018

‘Shut up and calculate’ does a disservice to quantum mechanics | Aeon Essays
The cliché has it that the Copenhagen interpretation demands adherence without deep enquiry. That does physics a disservice

experiments/second-sky/README.md at main · oaustegard/experiments
Random vibe-experiments. Contribute to oaustegard/experiments development by creating an account on GitHub.
Hyperproblems: New Ways of Doing and Communicating Science - Hyperproblems
It is becoming increasingly apparent that societies must create conditions to stop being merely spectators (and exploitation objects) of…
ci.acm.org
crockpotveggies/groundlark

OnCo: the open, cited map of cancer: treatments, targets, trials, and what is coming

Mapping citizen science contributions to the UN sustainable development goals

An epistemology for democratic citizen science