As the AI industry recruits high-profile academics, research that was once conducted in the open is increasingly getting locked behind closed doors (The Atlantic)

Leading AI companies are aggressively recruiting top academic researchers, causing a significant shift of AI research from open academia to proprietary industry environments, which threatens the transparency and reproducibility that IT organizations have relied upon for technology evaluation and risk assessment. This trend creates a strategic disadvantage for enterprises attempting to adopt AI responsibly, as critical research insights become inaccessible and competitive intelligence on AI capabilities and limitations becomes fragmented. IT leaders must prepare for a future where foundational AI knowledge is concentrated within commercial vendors, requiring new approaches to vendor evaluation, security auditing, and technology governance.