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compaction

Assess

Techniques

A context-management technique that compresses or condenses prior information during inference.

Why it's here

Placed in Assess: 2 article(s) of evidence from 2 source(s), led by open-source activity, with 2 in the last 30 days. Confidence 38%.

Evidence (2)

  • 7OpenAI Blog·7/29/2026research
    Two settings tripled GPT-5.6 scores on ARC-AGI-3

    OpenAI says two API settings significantly improved GPT-5.6 performance on the ARC-AGI-3 benchmark by preserving reasoning state and enabling compaction. The change increased scores and efficiency, showing how inference-time configuration can materially affect benchmark results.

  • 6InfoQ·7/18/2026open_source
    Dolt 2.0 Adds Automatic Storage Cleanup and Compression

    DoltHub has released Dolt 2.0, a major update to its open source version-controlled SQL database. The new version adds automatic storage optimization features such as garbage collection and compression, along with better support for large and vector data types.