The learnable-signal frontier expanding from 2018 to today
An animated map. Inside a thick amber boundary, domains light up as the years tick by: Go in 2018, math and code in 2024, reasoning in 2025, browsing and computer use in 2026. Outside the boundary, dim labels name un-converted territories: research direction, scientific judgment, social context, business strategy, taste, ethical judgment, novel framing. After today, the boundary continues as a dashed line and a question mark appears, asking what pushes the frontier next.
research direction
scientific judgment
social context
business strategy
taste
ethical judgment
novel research framing
interpersonal judgment
Go
2018 · SELF-PLAY
math
2024 · LEAN + MCTS
code
2024 · SWE-BENCH
reasoning
2025 · VERIFIER REWARD
browsing
2026 · TASK RUBRICS
computer use
2026 · IN FLIGHT
?
what moves this?
YEAR
2015
THE LEARNABLE-SIGNAL FRONTIER