AI & Enterprise

Lightbits launches KV cache engine to boost GPU performance

Lightbits Labs has launched its AI inference software engine, Infera, aimed at improving inference performance and cost efficiency. The company says Infera expands KV cache data beyond limited high-bandwidth memory attached to GPUs and targets large language model operations with long context windows or many concurrent sessions. It manages KV cache across GPU memory, DRAM and NVMe storage using predictive prefetching and supplies context in small blocks.

Crypto

Digital asset taxation next year in focus as bitcoin battles around $80,000

With South Korea set to implement digital asset taxation in 2027, calls are growing to overhaul a system that classifies both capital gains and lending income as miscellaneous income. Critics say income should be separated by transaction type and tax infrastructure built to link data from exchanges and personal wallets. The article also tracks U.S. legislative timing risks for the Clarity Act, a bitcoin rally above $81,000, shifts in correlations, Japan’s rate and regulatory moves, and notable on-chain activity.