Spotlight claims a path past context caps by building Python's ecosystem inside a model
burny_tech · x · 2026-10-03
Christos Tzamos introduced Spotlight, arguing current architectures cap how much information a model can carry forward, and that Spotlight offers a path to models that keep improving without restarting or compacting their history. To show what this enables, the team says they built Python and its growing package ecosystem inside their model. The claims come from the project itself — an early demo rather than peer-reviewed work.
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