Methods, evidence and responsible applications across the AI lifecycle.
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This review examines evaluation of tool-using language agents. The organizing question is how benchmarks can distinguish planning, tool selection, argument construction, execution, and recovery failures. Ten related scholarly sources are sy...
Read article →This review examines small language models for resource-constrained applied artificial intelligence. The organizing question is which compression and adaptation choices preserve utility, privacy, and calibration under tight compute budgets....
Read article →This methods review examines causal discovery with foundation models. The organizing question is when foundation-model representations can support causal structure learning rather than reproduce observational association. Ten related schola...
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