Research
All JIPCET articles are peer reviewed and published open access.
Amelia Hart · Li Wen (李雯) · Chen Rui (陈睿)
A coded document analysis of five strategy framework source corpora finds intelligence architecture explicit in only one of five frameworks, while established frameworks retain stronger coverage of market, customer and action layers.
Read Article ↗Ruth Okonkwo · Hannah Lindqvist · Simon Marsh · Elena Vasquez
We compare three agent orchestration patterns across twelve enterprise workflows, finding that constrained tool-calling improves reliability by 31% relative to unconstrained chains.
Read Article ↗Laura Ferreira · Adrian Ng · Teresa Vaz
Across forty product teams, generative design shortened concept iteration but increased downstream review load, reshaping how organisations budget for validation.
Read Article ↗Michelle Tan · Joseph Haddad · Peter Osei · Aisha Rahman
We present a latency-aware cost model for edge inference, showing modest batch sizes trade 8% throughput for a 22% reduction in per-token expense.
Read Article ↗Olivia Whitmore · Hannah Beaumont · Marcus Doyle
Confidence displays improved appropriate reliance only when paired with an explanation of the model's failure modes.
Read Article ↗Ethan Hale · Aisha Rahman · Nils Bergstrom
A governance reference architecture evaluated across four manufacturing deployments, with emphasis on provenance and retention.
Read Article ↗Grace Russo · Brian Whitfield · Karen Lindqvist
Only three of eleven commonly reported static-analysis signals carried predictive value once change volume was controlled.
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