#memory

Anthropic has launched a memory import feature that lets users bring their preferences and context from other AI providers to Claude with a single copy-paste, available on all paid plans.

Andrej Karpathy highlights the fundamental memory+compute trade-off challenge in LLMs: fast but small on-chip SRAM versus large but slow off-chip DRAM. He calls optimizing this the most intellectually rewarding puzzle in AI infrastructure today, pointing to NVIDIA's $4.6T market cap as proof.

GitHub announced public preview availability of Copilot’s cross-agent memory for Copilot coding agent, Copilot CLI, and Copilot code review. The system is repository-scoped, citation-verified, opt-in, and accompanied by reported improvements in evaluation and A/B test metrics.