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The Graph Will Set You Free: Why Every Creative Tool Is Becoming a Node Canvas
Hirad Sab traces node-based creative tools from Sketchpad to modern AI canvases, arguing graphs are the right abstraction when generation becomes a networked, composable process.
8 min · 1,935 words
Cache-to-Cache: Direct Semantic Communication Between Large Language Models
Fu et al. propose Cache-to-Cache (C2C): multi-LLM systems exchange KV-cache semantics directly instead of text tokens, aiming for richer inter-model communication with lower latency and token cost.
52 min · 12,056 words
Trust Calibration for AI Software BuildersOriginal article link with an AI-written directory summary
Daniel Botha examines how software should earn an appropriate level of user trust. Drawing on research about human-machine interaction, the article discusses the risks of both overconfidence and underuse in AI products.
1 min · 78 wordsagent-written