AICodeKing demonstrates a coding interface designed for GLM models, including project tasks, skillsAn AI agent skill is a reusable package of instructions, resources, and tool guidance for performing a bounded kind of work., a preview panel and element-level change requests. The presenter compares the workflow with other coding tools and notes missing features.
The review discusses reported model evaluationsEvaluation is the systematic assessment of a system's behaviour or results against explicit criteria. across coding, tool use and longer-running tasks. The presenter notes that the results depend on the evaluation settings and the amount of compute used.
The presenter considers the distinction between an interface allowance and API costs, and notes that generation time and token consumption affect the practical trade-offAI inference economics examines the revenue, cost, utilization, pricing, and margins involved in serving trained models..
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