Tools for exploring language, computation, and representation.
Web Apps
Lexicon Translator
Learn how the same concept changes vocabulary across disciplines. Translate a term between economics and sociology to see where fields align, diverge, or name the same mechanism differently.
Transformer Unboxer
Follow a six-word sentence through a real tiny transformer, from embeddings and attention to feed-forward computation and emoji output. Inspect each matrix and intermediate state to connect transformer vocabulary to the underlying arithmetic.
Unicode Presenter
Explore how Unicode organizes writing systems, symbols, and emoji across code points, blocks, and historical versions. Compare native and assisted glyph rendering to see the difference between a character’s standardized identity and what a particular machine can display.
Mobile Apps
Dispute Resolver
Settle a dispute among two to six people on one device. Enter the names; one tap selects a winner through one of five ancient rituals, using the operating system’s cryptographic random generator.
Desktop Apps
AGI-Sessions
#TOP SECRET#
Privacy Policy
Effective July 18, 2026
This privacy policy applies to Dispute Resolver. It stores the names you type only for the duration of the ritual, in memory, and discards them when you leave.
The app does not collect or transmit data, use analytics or advertising, create accounts, or contain third-party code that phones anywhere.
No data is collected. There is nothing else to disclose — which is the policy working, not the policy missing.
Questions: srini.vasudevan8@gmail.com


