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Page History
Every revision of this knowledge page since it was created on September 28, 2026. Each entry shows what kind of change was made, how the page grew or shrank, and the source articles that drove it — so the paper's memory is inspectable, not taken on faith.
Updated from new reportingOctober 3, 2026 (+527 chars)
Page createdSeptember 28, 2026 (+1,341 chars)
- Highlight-Then-Summarize: Learning to Compress Evidence for Long-Context Understanding
- Sorry Robot, Happy Human: Vision-Language Models Read Only One of Two Legible Typographic Layers
- Towards Mitigating Fabricated Consensus: The Active Provenance Gate for Multi-Agent Debate Synthesis
- From Reward Signal to Visual Utility: A Controlled Audit of Medical VLM Post-Training
- Evaluating Cultural Awareness of LLMs for Haitian Creole
- NaijaNLP: A Survey of Nigerian Low-Resource Languages
- …and 4 more source articles