The Discipline of Not Pursuing

EFEC’s latest article, published by Cambridge Network, examines how organisations decide which opportunities deserve serious attention as capital and institutional capacity become more constrained. The piece argues that mature ecosystems add value less by generating more activity, and more by helping organisations distinguish between what is genuinely executable and what is merely interesting — a […]
When Capability Matters More Than Performance
Employer surveys have long pointed to gaps between what organisations need and what new entrants bring. What the ISE’s 2026 Student Development Survey surfaces is a quieter signal: the qualities falling furthest short are not technical — they are the ones that form slowly, through accumulated exposure to real uncertainty and consequence. EFEC’s latest article, […]
It doesn’t begin with recruitment
The environments in which early-career capability forms are changing — not dramatically, but structurally. As AI absorbs many of the routine functions that once made those environments formative, a quieter question emerges: what fills the gap? EFEC’s latest article, published on Cambridge Network, argues that the answer doesn’t begin with recruitment — it begins with […]
When the Conversation Stalls: Readiness and International Engagement in Life Sciences
EFEC’s latest article, published by Cambridge Network, examines a recurring pattern in UK–China life sciences engagement: conversations that stall not from absent intent, but from absent preparation. The piece argues that the gap is structural — one of sequencing rather than capability. Organisations that address governance, regulatory, IP, and compliance conditions upstream arrive as materially […]
The scaffolding of expertise: rethinking capability formation in an AI-enabled system

How does professional expertise actually form in AI-enabled environments? As AI automates more routine tasks, the traditional developmental pathways — exposure, gradual responsibility, correction over time, and safe failure — are quietly changing. The concern is not sudden job loss. It may be something more structural: the scaffolding through which judgement and capability develop is […]