Matthew Berman demonstrates a recent-trends search skillAn AI agent skill is a reusable package of instructions, resources, and tool guidance for performing a bounded kind of work. and Open Notebook, which can analyze documents and generate audio discussionsAudio generation uses AI to create speech, music, sound effects or other audio from instructions and reference inputs. using hosted or local modelsA local model runs on computing infrastructure controlled directly by the user rather than only through a remote model service..
Matthew Berman then explores an engineering skills workflow and Headroom for context compression. He discusses reported token savingsAI token efficiency measures how effectively a model or workflow turns consumed input and output tokens into useful results. and notes installation and telemetry settings that users may want to review.
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