Tencent Hy Unveils EvolveScaler: Information as an Executable State Machine

Tencent Hy ·

Key Info

Tencent Hy unveiled EvolveScaler, an approach that treats information as an evolving, executable state machine rather than static text, so records can be retracted, corrected, and backfilled as the world changes. It illustrates this with a 40-day RPG log where the answer to a question is not in the log itself and requires replaying the world.

Highlights

  • EvolveScaler frames information evolution as records being retracted, corrected, and backfilled over time.
  • Instead of storing a fixed narrative, the world is defined as an executable state machine and rendered into natural language.
  • The design separates logic from presentation: code guarantees consistency while language captures messy, changing details.
  • The RPG example shows that understanding events can require replaying the underlying world, not just reading the final log.
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