德勤咨询:2024年美国生成式人工智能报告_34页_16mb
报告摘要
Summary of Deloitte's State of Generative AI in the Enterprise Report
Overview
This report, based on the inaugural quarterly survey, examines the adoption and perceptions of generative AI among 2,835 business and technology leaders. Key findings highlight persistent excitement but also challenges and uncertainties. Leaders are focused on short-term gains, with gaps in areas like talent, governance, and risk, while calling for global collaboration and regulation to address societal impacts.
Key Findings
- Excitement and Expected Impact: Generative AI maintains high excitement, with leaders expecting substantial transformation (79% believe it will drive change in their organization and industry within three years).
- Expertise Confidence and Pressure: Most leaders are confident in their organization's gen AI expertise, but those rating it "very high" face greater pressure and perceive it as a threat to business models, despite higher trust and broader interest.
- Focus on Efficiency vs. Innovation: Efforts primarily target efficiency, productivity, and cost reduction (comprising tactical benefits), with less emphasis on innovation and growth, though organizations with high expertise show greater strategic focus.
- Reliance on Off-the-Shelf Solutions: Organizations heavily depend on ready-made tools (e.g., integrated applications and public LLMs), with limited use of specialized or custom solutions.
- Lack of Preparedness in Talent, Governance, and Risk: Significant gaps exist in addressing talent concerns, governance challenges (e.g., accuracy, intellectual property, bias), and risk management, with leaders reporting low readiness compared to strategy and technology.
- Societal Impacts and Regulatory Calls: Leaders foresee significant societal implications, such as centralizing economic power and increasing inequality, advocating for stronger global regulation and collaboration to mitigate risks.
- Forward-Looking Advice: Emphasizes the need for scaling, reinvesting dividends from efficiencies into innovation, balancing buy vs. build approaches, and ensuring responsible use through human oversight and workforce adaptation.
Concluding Insights
The rapid pace of gen AI adoption requires leaders to balance immediate opportunities with long-term preparedness, guided by ongoing quarterly reports.
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