According to @hyperbolic_labs, LLoCO outperformed baseline methods across all tested datasets (source: @hyperbolic_labs, Aug 20, 2025). According to @hyperbolic_labs, it matched 32k context models while using 30× fewer tokens (source: @hyperbolic_labs, Aug 20, 2025). According to @hyperbolic_labs, it achieved a +13.64 score improvement over non-finetuned compression (source: @hyperbolic_labs, Aug 20, 2025). The post did not include details on cryptocurrencies or market impact (source: @hyperbolic_labs, Aug 20, 2025).